Progress in coverage of bed net ownership and use in Burkina Faso : evidence from population based surveys

Size: px
Start display at page:

Download "Progress in coverage of bed net ownership and use in Burkina Faso : evidence from population based surveys"

Transcription

1 DOI /s Mlri Journl RESEARCH Open Access Progress in coverge of bed net ownership nd use in Burkin Fso : evidence from popultion bsed surveys Sekou Smdoulougou 1*, Morgn Percy 2, Yzoumé Yé 3 nd Fti Kirkoy Smdoulougou 4,5 Abstrct : Use of insecticide-treted bed nets (ITNs) is the cornerstone of mlri prevention. In 2010 nd 2013, the Burkin Fso Government lunched mss distribution cmpigns of ITNs to increse coverge of ownership nd use in the country. This study ssessed the progress towrds universl bed net coverge in Burkin Fso. Methods: The uthors used dt from the Burkin Fso 2003 nd 2010 Demogrphic nd Helth Surveys (DHS), the 2006 Multiple Indictor Cluster Surveys (MICS) nd the 2014 Mlri Indictor Survey (MIS). For ech survey, the uthors computed key mlri prevention indictors in line with recommendtions from the Survey nd Indictor Tsk Force of the Roll Bck Mlri Monitoring nd Evlution Reference Group. The trends over decde ws ssessed by clculting percentge point chnge between 2003 nd Results: At ntionl level, the proportion of households owning t lest one ITN incresed substntilly from 5.6, 95% CI (4.7, 6.5%) in 2003 to 89.9% (88.5, 91.2%) in 2014, with low heterogeneity between regions. The proportion of households owning t lest one ITN per two people incresed significntly from 1.8% (1.4, 2.3%) in 2003 to 49.2% (47.3, 51.0%) in ITN use in the generl popultion incresed from 2.0% (1.6, 2.3%) in 2003, to 67.0% (65.3, 68.7%) in A similr trend ws observed mong children under the ge of five yers, incresing from 1.9% (1.5, 2.4%) in 2003 to 75.2% (73.2, 77.3%) in 2014, nd mong pregnnt women, incresing from 3.0% (1.9, 4.2%) in 2003 to 77.1% (72.9, 81.3%) in The intr-household ownership gp ws 67.0% (61.5, 72.4%) in 2003, but decresed significntly to 45.3% (43.6, 47.1%) in The behviourl gp, which ws reltively low in 2013 with only 20.0% of people who hd ccess to n ITN but were not using it, further decresed to 5.9% in Conclusion: Burkin Fso mde considerble progress in coverge of ITN ownership, ccess nd use between 2003 nd 2014, s result of the two free mss distribution cmpigns in 2010 nd However, ITN coverge remins below the ntionl trgets of 100% for ownership nd 80% for use. The results of 90% of ownership nd 67% of use confirm tht free mss distribution cmpigns of ITNs re effective; however, there is room for improvement to rech nd mintin optiml coverge of ITN ownership nd use. Keywords: Bed net, LLIN ownership gp, LLIN use gp, LLIN ccess gp, Behviourl filure, Mlri Insecticide-treted bed nets (ITNs) re effective tools for mlri control [1]. Met-nlyses hve shown tht ITNs *Correspondence: sekou.smdoulougou@uclouvin.be 1 Pôle Epidémiologie et Biosttistique, Institut de Recherche Expérimentle et Clinique (IREC), Fculté de Snté Publique (FSP), Université ctholique de Louvin (UCL), Clos Chpelle ux chmps 30, bte B , 1200 Bruxelles, Belgium Full list of uthor informtion is vilble t the end of the rticle re ssocited with n 18% reduction in child mortlity [2], 51% decrese in uncomplicted mlri incidence nd 17% reduction in prsite prevlence in children [3]. In the pst decde, the rpid scle-up of bed nets in sub-shrn Afric (SSA) contributed to the significnt decline of mlri burden in the region [4, 5]. Sustining high coverge of this intervention is criticl to decrese further the burden of the disese nd rech the long term-gol of mlri elimintion. It is estimted tht The Author(s) This rticle is distributed under the terms of the Cretive Commons Attribution 4.0 Interntionl License ( which permits unrestricted use, distribution, nd reproduction in ny medium, provided you give pproprite credit to the originl uthor(s) nd the source, provide link to the Cretive Commons license, nd indicte if chnges were mde. The Cretive Commons Public Domin Dediction wiver ( publicdomin/zero/1.0/) pplies to the dt mde vilble in this rticle, unless otherwise stted.

2 Pge 2 of 12 minimum of 150 million ITNs per yer re needed to mintin constnt pool of 450 million functioning ITNs to protect individuls t risk in SSA [6]. Incresing ITN coverge hs been chieved using vrious distribution strtegies, including socil mrketing [7 9], free distribution to trget vulnerble groups (pregnnt women nd children under the ge of five) through ntentl cre (ANC) or immuniztion cmpigns [7, 8, 10 12], nd more recently, free, universl, popultion-bsed distribution cmpigns trgeting the generl popultion [7, 8, 10, 12 18]. The World Helth Orgniztion (WHO) recommends to distribute free or subsidize bed nets s the best wy to ensure full coverge [19]. In 2001, ntionwide survey in Burkin Fso estimted tht only 12.4% of children under the ge of five were sleeping under net, compred to 23.2% in Among pregnnt women this proportion ws 10.0% in 2001 nd 27.5% in 2005 [20]. To rpidly increse coverge of ITN ownership nd use, prticulrly mong vulnerble groups, the Government of Burkin Fso initited first ntionl-scle, free distribution cmpign of ITNs in The im of the cmpign ws to ensure tht households hd ccess to t lest one ITN for every two people through the distribution of bout eight million long-lsting insecticidl nets (LLINs). Moreover, in 2013, the ntionl mlri control progrmme (NMCP) lunched the second free LLIN distribution cmpign to scle-up the coverge of ITNs in the country. This cmpign imed to ensure tht 100% of households owned t lest one ITN, nd rech 80% ITN use by In 2014, the Burkin Fso Government decided to conduct the first Mlri Indictor Surveys (MISs) to ssess coverge nd impct of scled-up mlri interventions. MISs were developed by the Roll Bck Mlri (RBM) Monitoring nd Evlution Reference Group (MERG) with the im to help ntionl ministries of helth collect key nd timely informtion on mlri control t ntionl level [21]. As Burkin Fso ims to chieve universl coverge with LLINs, this pper ssessed the progress nd gps in coverge of bed net ownership nd use bsed on RBM/ MERG-recommended indictors [21]. Methods The uthors nlysed regionl trends of ITNs ownership, ccess nd use indictors in Burkin Fso over 11 yers. These indictors were computed using dt from the 2003 nd 2010 Demogrphic nd Helth Surveys (DHS) [22, 23], 2006 Multiple Indictors Cluster Survey (MICS) [24] nd the first ntionl MIS 2014 [25]. At the time of these surveys, Burkin Fso ws divided into 13 dministrtive regions. Dt from Demogrphic nd Helth Survey 2003 nd 2010 DHS 2003 (between June nd December 2003) nd DHS 2010 (between My 2010 nd Jnury 2011) were conducted during the high trnsmission seson. DHS ws designed to obtin ntionl nd regionl estimtes for mlri indictors. The DHS surveys followed twostge selection process in which rndom smple of clusters ws first selected from the most recent ntionl smple frme. In the second stge, ll households were listed nd the finl list of households selected by systemtic rndom smple. In the Burkin Fso DHS, the smple ws selected in two stges, strtified by plce of residence (urbn nd rurl) with enumertion res (EAs) s the first-stge smpling units, nd households s the secondstge smpling units. Further detils re provided in the DHS reports [22, 23]. Dt from MIS 2014 The MIS dt were collected from October to November 2014 (t the end of the high trnsmission seson), using the stndrd mlri indictor questionnires developed by the RBM nd the DHS Progrm. The dtset consists of mlriometric informtion, demogrphic s nd socio-economic sttus on ntionlly representtive smple of 6448 households from 252 clusters, of which 52 re in the urbn res. These clusters were derived from strtified two-stge cluster design. A detiled description of the smpling strtegies is documented in the finl report of the 2014 Burkin Fso MIS [25]. Dt from MICS 2006 Multiple Indictor Cluster Surveys re typiclly crried out by government orgniztions with the support nd ssistnce of UNICEF to fill dt gps for monitoring the children nd women wellbeing. The Burkin Fso MICS conducted from Mrch to June 2006 used two-stge strtified smple design. At the first stge of smpling, 198 census EAs (197 visited) were selected. The clusters in ech region were selected using systemtic smpling with probbility proportionl to their size. A complete household-listing exercise covering ll EAs in the 2003 Burkin Fso DHS ws crried out. At the second stge, systemtic smpling of households ws selected bsed on this list. For the 2006 Burkin Fso MICS, 30 households per EA were selected per rurl EA, 32 (in Ougdougou, the cpitl city) to 36 households per urbn EA. Due to the fixed smple size per EA, the disproportionl number of EAs nd different smple sizes selected per EA mong regions, the household smple is not self-weighting t the ntionl level. A more detiled description of the smple design cn be found elsewhere [24].

3 Pge 3 of 12 Indictors Ownership, ccess, use, nd gp indictors were clculted from the dtsets of households nd individul household members, s recommended by MERG [21] (Tble 1). Sttisticl methods Dt ws nlysed using Stt version 14 softwre nd the mps were mde using the R softwre. Point estimtes (in percentge) nd 95% confidence intervls were computed for ech indictor nd dt point. In ddition the percentge point chnges between the bseline (2003) nd endline (2014) were computed to ssess chnge in the indictor nd sttisticl significnce ssess t 5% level. Chnge by region nd socio-demogrphicl fctor of ech indictor between 2003 nd 2014 were explored using the difference between weighted proportions (with svy prop commnd for survey dt nlysis) in Stt version 14 followed by Lincom commnd (Liner combintion of estimtors). The survey men commnd followed by Lincom (to compute two-smple t-test for difference in mens with smpling weights) ws used for the continuous vrible ccess. Using this pproch, we were directly testing whether the observed difference ws significntly superior to zero. Results ITN ownership t household level (referred to s percentge 1 P1) Respectively, 9097, 6034, 14,424, nd 6448 households were visited in the DHS 2003, MICS 2006, DHS 2010, nd MIS Ownership of ITN t household level in Burkin Fso ws 5.6, 95% CI (4.7, 6.5%) in 2003, 23.3% (19.8, 27.3%) in 2006, 56.9% (54.8, 59.0%) in 2010, compred to 89.9% (88.5, 91.2%) in 2014 (Fig. 1). Overll ownership of ITNs t household level incresed significntly from 2003 to 2014 (p < 0.001, Fig. 1). Ownership of ITNs in rurl res incresed from 3.2% in 2003 to 90.8% in 2014 (p < 0.001). In urbn res, percentge point increse of 72.5 of ITN ownership by households ws observed from 2003 to 2014 (p < 0.001). In 2003, the richest households hd the highest level of ITN ownership (15.8 vs 1.8% for poorest households). In 2014, ITN ownership incresed nd reched 84.4% in the poorest quintile compred to 87.4% in the richest quintile (Tble 2). Insecticide-treted bed nets coverge lso incresed significntly in different regions from 2003 to The percentge point increses were consistently high cross regions (from 76.9 to 94.5). Compred to 2003 nd 2010, ITN ownership ws rther stble cross the country nd displyed limited geogrphic heterogeneity in 2014 (Fig. 2). ITN ownership t household level (P2: households with t lest one ITN for every two people) The proportion of households with enough ITNs for every household member, i.e., t lest one ITN for every two people, ws 1.8% (1.4, 2.3%) in 2003, 8.4% (6.1, 11.4%) in 2006, 18.5% (17.1, 20.0%) in 2010, compred to 49.2% (47.3, 51.0%) in 2014, indicting substntil increse (p < 0.001). Household ccess to ITNs improved significntly from 2003 to 2014 in urbn nd rurl res, in ll quintiles of welth nd in the different regions in Burkin Fso. The lrgest increses were observed in urbn res mongst the richest two quintiles, in smllest households nd in the Huts-Bssins nd Centrl-South regions (Tble 3). In these two regions, 62.5 nd 60.4% households, respectively, owned t lest one ITN for every two members in 2014 (Fig. 2). Access to ITN t popultion level (P3) Access to ITNs incresed significntly from 2.5% (2.1, 3.0%) in 2003, to 13.4% (11.0, 15.9%) in 2006, 36.1% (34.1, 38.0%) in 2010, nd reched 71.2% (69.6, 72.8%) in 2014 (p < 0.001) (Tble 4; Fig. 1). Use of ITN t individul level (P4) In 2003, 2.0% (1.6, 2.3%) slept under net. In 2010, the proportion of people who slept under n ITN ws 31.5% (29.8, 33.2%) compred to 67.0% (65.3, 68.7%) in 2014, suggesting considerble increse of 65.0% points from 2003 to 2014 (p < 0.001, Fig. 1). In urbn res, 5.6% of individuls used ITNs in 2003, proportion tht incresed to 61.8% by 2014 (p < 0.001). In rurl res, significnt increse ws lso observed, with 1.2% of people who used n ITN in 2003 nd 68.8% in 2014 (p < 0.001). The substntil increse in the proportion of people who slept under ITNs ws observed cross ll quintiles of welth. Use of ITNs incresed significntly from 0.8% in 2003 to 63.7% in 2014 (p < 0.001) in the poorest welth quintile. In the second poorest welth quintile, ITN use incresed from 0.8% in 2003 to 69.1% in 2014 (p < 0.001), compred to n increse of 54.9% points in the richest quintile ( %) (Tble 5). In terms of regions, the lrgest increse occurred in the Centrl-Est nd Centrl-South regions. The bsolute increse in ITN use in the Centrl-Est region ws 75.9% points (p < 0.001), incresing from 2.6% in 2003 to 78.6% in The corresponding estimtes for the Centrl-South region were 1.4% in 2003 nd 75.4% in 2014 (p < 0.001) (Fig. 3). Use of ITN mong children under 5 yers of ge (P5) In 2003, 1.9% (1.5, 2.4%) of children under 5 yers of ge were sleeping under n ITN, compred to 9.6% (7.6,

4 Pge 4 of 12 Tble 1 RBM/MERG-pproved indictors used Indictor Numertor Denomintor Ownership Proportion of households in the survey with t lest one ITN (P1) Proportion of households with sufficient ccess to ITN (P2) Proportion of popultion with ccess to ITN within the household (P3) Proportion of households with t lest one ITN for every two people mong households owning ny ITN (P7) Number of households owning t lest one ITN Number of households owning t lest one ITN for every two household members Potentil number of household members protected by the ITN (i.e., number of ITN owned multiplied by two), or number of de fcto household members in the household, whichever ws the lowest Number of households owning t lest one ITN for every two household members Number of households in the survey Number of households in the survey Popultion in the survey Number of households owning t lest one ITN Intr-ownership gp, the proportion of households owning less thn one ITN for every two household members, is clculted s 1-P7 Use Proportion of popultion sleeping under n ITN the previous night (P4) Number of household members who slept under n ITN the night before the survey Popultion in the survey Proportion of children under 5 yers sleeping under n ITN the previous night (P5) Proportion of pregnnt women sleeping under n ITN the previous night (P6) Proportion of popultion sleeping under n ITN the previous night mong those with ccess (P8) Number of children under 5 yers who slept under n ITN the night before the survey Number of pregnnt women who slept under n ITN the night before the survey Number of household members who slept under n ITN the night before the survey Number of children under five yers in surveyed households Number of pregnnt women in surveyed households Totl number of people with ccess to n ITN, clculted s the sum of ll ccess (P3) vlues Behviourl gp, the proportion of household members who did not sleep under n ITN despite hving ccess to one, is clculted s 1-P8 11.6%) in 2006, 47.4% (45.3, 49.5%) in 2010, nd 75.2% (73.2, 77.3%) in 2014 (Tble 5). Overll, the use of ITNs mong children under five yers hs incresed significntly from 2003 to 2014 (p < 0.001) (Fig. 1). Anlysis of ITN use by ge bnd showed significnt increse from 2003 to In children younger thn 12 months, use of ITNs incresed from 1.9% in 2003 to 77.0% in 2014 (p < 0.001). Among children ged months, the proportion tht used ITNs incresed from 2.2% in 2003 to 76.7% in 2014, suggesting n bsolute increse of 74.5% points between the two periods (p < 0.001). Substntil increses in the use of ITNs lso were observed in older children (ges 24, 36 nd 48 months) from 2003 to 2014 (Tble 6). In urbn settings, 6.2% of children under five yers slept under n ITN in 2003, compred to 69.9% in 2014, indicting n bsolute increse of 63.7% points (p < 0.001). In 2003, 1.3% of children under 5 yers living in rurl res slept under n ITN. This proportion incresed significntly in 2014, reching 76.8% in children under 5 yers living in rurl res (p < 0.001). In welth quintiles, the smllest increses were observed in children under 5 yers from the richest welth quintile, with n increse from 7.0% in 2003 to 69.7% in 2014 (Tble 6). Mrked increses in ITN use were lso chieved in ll regions over the specified period; however, the Centre- Est nd Centre-Nord regions displyed the gretest increse in ITN use compred to the other regions with n increse from 2.5 to 86.5% nd from 0.5 to 82.1% (Tble 6, Fig. 3). Use of ITN mong pregnnt women (P6) The use of ITNs by pregnnt women in Burkin Fso ws 3.0% (1.9, 4.2%) in 2003, 44.5% (41.2, 49.%) in 2010, nd 77.1% (72.9%, 81.3%) in 2014, indicting significnt increse from 2003 to 2014 (p < 0.001) (Fig. 1). In urbn res, 7.5 nd 69.6% of pregnnt women used ITNs in 2003 nd 2014, respectively, n increse of 62.1% points (p < 0.001, Tble 7). The corresponding estimtes in rurl res were 2.1% in 2003 nd 78.8% in 2014, significnt improvement in ITN use mong pregnnt women between these periods (p < 0.001). A trend similr to tht of ITN use in children under five yers ws found when nlyses were performed by welth quintile. ITN ownership nd use gps In 2003, 94.4% (93.5, 95.2%) of the study households did not possess n ITN (Fig. 1). Among those who owned t lest one ITN, 67.0% (61.5, 72.4%) did not hve sufficient

5 Pge 5 of Own t lest 1 ITN 1 ITN per 2 members Acces to ITN b c Whole popultion Children under 5 Pregnnt Women DHS 2003 MICS 2006 DHS 2010 MIS Ownership Gp Behviourl Gp Fig. 1 Trends of min mlri prevention indictors between 2003 nd 2014, Burkin Fso. Pnel A (ITN ownership) represents the proportion of households owning t lest 1 ITN, owning 1 ITN for 2 household members nd the proportion of individuls with ccess to n IT. Pnel B (ITN use) represents the proportion of people who slept under n ITN the night before the survey for the whole popultion, mong children under five yers old nd mong pregnnt women. Pnel C (gp indictors) represents the proportion of household onwing t lest 1 ITN, but less thn 1 for every 2 household members (intrownership gp), nd the proportion of people hving ccess to n ITN but who did not use it the night before the survey (behviourl gp). All indictors re plotted for the 2003, 2006, 2010 nd 2014 surveys, long with their 95% confidence intervl bed nets to protect ll members (intr-household net ownership gp). However, 19.4% (n = 94) of these households hd excess ITNs (i.e., more thn one ITN for every two people). A significnt proportion (21.9%, n = 316) of the popultion with sufficient ccess to ITNs did not ctully use them the night before the survey. In 2010, 43.0% (41.0, 45.2%) of the study households did not hve n ITN. The intr-household net ownership gp ws 67.6% (65.8, 69.3%), indicting tht bout two-thirds of the households with t lest one ITN did not hve sufficient ITNs to protect ll members. This gp is presented in Tble 8 by bckground s nd shows tht the gp ws very high in lrge household size (93.4%) nd rurl res (70.4%). However, 18.3% (n = 1475) of these households hd excess ITNs (i.e., more thn one ITN for every two people). A smll proportion (12.7%, n = 3700) of the popultion with sufficient ccess to ITNs did not ctully use them. In 2014, only 10.6% (9.2, 12.0%) of the study households did not hve n ITN. The intr-household net ownership gp ws 45.3% (43.6, 47.1%), indicting tht bout hlf of the households with t lest one ITN did not hve sufficient ITNs to protect ll members. This gp ws 80.7% in lrge household size nd well bove the ntionl verge (Tble 8). However, 34.5% (n = 1926) of these households hd excess ITNs (i.e., more thn one ITN for every two people). A smll proportion (5.9%, n = 1562) of the popultion with sufficient ccess to ITNs did not ctully use them. In contrst, this proportion ws 13.1% in urbn res nd only 3.4% in rurl res (Tble 9). Discussion The Government of Burkin Fso set ntionl gol to increse ITN ownership, ccess nd use. These dt provide evidence of the remrkble increse in the coverge of ITN ownership, prticulrly in 2014 fter the second free distribution cmpign. Indeed, ownership, ccess nd use indictors clculted following MERG s recommendtions [21] drmticlly incresed between 2003 nd 2014 nd ws prticulrly successful t reching the poorest popultions. The incresing trend in ITN ownership described here, is consistent with dt from 19 SSA countries during similr time period [26]. The dt show tht the two free distribution cmpigns substntilly incresed ITN ownership nd reduced inequity mong popultions in Burkin Fso. These findings re consistent with other free mss distribution cmpigns tht hve been crried out in SSA [9, 27], demonstrting tht this strtegy cn be used to rpidely scle-up ITN coverge in res with low coverge nd reduce socil inequity. However, despite the significnt progress, less thn 50% of households own enough ITNs to protect every household members (Fig. 1). These cmpigns should not represent the only mechnism by which ITNs re distributed to poorest communities nd vulnerble popultions [9]. In Burkin Fso, ITNs were provided for free to pregnnt women nd children under five yers

6 Pge 6 of 12 Tble 2 Proportion of households owning t lest one insecticide-treted bed net DHS 2003 MICS 2006 DHS 2010 MIS 2014 Percentge point chnge ( ) Urbn 14.8 ( ) ( ) ( ) ( ) ( ) Rurl 3.2 ( ) ( ) ( ) ( ) ( ) Household welth quintiles Poorest 1.8 ( ) ( ) ( ) ( ) ( ) Poorer 2.6 ( ) ( ) ( ) ( ) ( ) Averge 2.8 ( ) ( ) ( ) ( ) ( ) Richer 3.8 ( ) ( ) ( ) ( ) ( ) Richest 15.8 ( ) ( ) ( ) ( ) ( ) Smll (1 5 members) 6.0 ( ) ( ) ( ) ( ) ( ) Medium (6 8 members) 5.5 ( ) ( ) ( ) ( ) ( ) Lger (9+ members) 4.8 ( ) ( ) ( ) ( ) ( ) CI Confidence intervls, DHS Demogrphic nd Helth Survey, MICS Multiple Clusters Indictor Survey, MIS Mlri indictor Survey, N number of households DHS 2003 MICS 2006 DHS 2010 DHS 2014 Legend b c % 80-90% 70-80% 60-70% 50-60% 40-50% 30-40% 20-30% 10-20% 0-10% Fig. 2 Trends of min ownership indictors between 2003 nd 2014, Burkin Fso. The proportion of households owning t lest 1 ITN (), owning t lest 1 ITN for 2 household members (b) nd the proportion of the popultion with ccess to n ITN (c) is indicted for ech region, for 2003, 2006, 2010, nd 2014, respectively of ge through routine chnnels, such s ntentl cre nd immuniztion cmpigns. ITNs were lso vilble for purchse in retil shops nd stores. This could explin both the slight increse in bed net ownership (Fig. 1) nd use (Fig. 3). However, the reltive contribution of these distribution chnnels remins, to dte, very limited. More thn 90% of the ITNs were obtined during the free distribution cmpign [25]. To rech nd mintin high ITN coverge in Burkin Fso, there is need to improve the contribution of the routine distribution through ANC nd vccintion progrms nd develop lterntive strtegies, such s the continuous distribution of ITN in schools nd by community helth workers for replcement [28]). Ownership nd behviourl gp nlyses provide complementry informtion regrding ITN ownership nd use. The results revel geogrphicl nd sociogeogrphic

7 Pge 7 of 12 Tble 3 Proportion of households owning t lest one insecticide-treted bed net for every two members DHS 2003 MICS 2006 DHS 2010 MIS 2014 Percentge point chnge ( ) Urbn 5.8 ( ) ( ) ( ) ( ) ( ) Rurl 0.8 ( ) ( ) ( ) ( ) ( ) Household welth quintile Poorest 0.6 ( ) ( ) ( ) ( ) ( ) Poorer 0.2 ( ) ( ) ( ) ( ) ( ) Averge 0.5 ( ) ( ) ( ) ( ) ( ) Richer 0.8 ( ) ( ) ( ) ( ) ( ) Richest 6.5 ( ) ( ) ( ) ( ) ( ) Smll (1 5 members) 3.3 ( ) ( ) ( ) ( ) ( ) Medium (6 8 members) 0.7 ( ) ( ) ( ) ( ) ( ) Lrge (9+ members) 0.1 ( ) ( ) ( ) ( ) ( ) CI Confidence intervls, DHS Demogrphic nd Helth Survey, MICS Multiple Clusters Indictor Survey, MIS Mlri indictor Survey; N number of households Tble 4 Proportion of popultion hving ccess to n insecticide-treted bed net DHS 2003 MICS 2006 DHS 2010 MIS 2014 Percentge point chnge ( ) Urbn 8.1 ( ) 12, ( ) ) 21, ( ) ( ) Rurl 1.3 ( ) 46, ( ) 32, ( ) 58, ( ) 31, ( ) Household welth quintiles Poorest 0.7 ( ) 10, ( ) ( ) 15, ( ) ( ) Poorer 0.9 ( ) 11, ( ) ( ) 15, ( ) ( ) Averge 1.1 ( ) 14, ( ) ( ) 16, ( ) ( ) Richer 1.5 ( ) 10, ( ) ( ) 16, ( ) ( ) Richest 8.3 ( ) 12, ( ) ( ) 16, ( ) ( ) Smll (1 5 members) 4.2 ( ) 14, ( ) ( ) 27, ( ) 11, ( ) Medium (6 8 members) 2.7 ( ) 16, ( ) 11, ( ) 26, ( ) 12, ( ) Lrge (9+ members) 1.5 ( ) 28, ( ) 19, ( ) 26, ( ) 15, ( ) CI Confidence intervls, DHS Demogrphic nd Helth Survey, MICS Multiple Clusters Indictor Survey, MIS Mlri indictor Survey, N number of individuls discrepncies of ITN ownership nd use. Gp decresed (>10% point chnge) in ll regions, with highest decreses in the Huts-Bssins nd, in the Sud-Ouest hlf of the country (zones where mlri trnsmission is permnent with pek during the riny seson). Shel, Nord nd Centre-Est (where mlri trnsmission is sesonl) disply lower gp reduction, but the ownership gp ws lredy low in Chnge in mlri trnsmission my explin this difference. In 2014, geogrphicl discrepncies in the ownership gp were minimum. Remrkbly, the ownership gp incresed in Centre- Nord. This increse cn be ttributed to the 2003 gp vlue, which is clerly n outlier: 35.8% gp, while the gp in ll other regions fell between 59 nd 90 (Fig. 4). By contrst with ownership gp, behviourl gp remined stble cross the country. However, significnt decrese ws observed in Boucles de Mouhoun, Centre, Centre-Sud, nd Centre-Est. All four regions displyed higher-thn-verge behviourl gp in In this respect, Centre consistently displyed higher behviourl

8 Pge 8 of 12 Tble 5 Proportion of popultion who slept under n insecticide-treted bed net the night before the survey DHS 2003 MICS 2006 DHS 2010 MIS 2014 Percentge point chnge ( ) Urbn 5.6 ( ) 12, ( ) 21, ( ) ( ) Rurl 1.2 ( ) 46, ( ) 58, ( ) 31, ( ) Household welth quintiles Poorest 0.8 ( ) 10, ( ) 15, ( ) ( ) Poorer 0.8 ( ) 11, ( ) 15, ( ) ( ) Averge 0.9 ( ) 14, ( ) 16, ( ) ( ) Richer 1.3 ( ) 10, ( ) 16, ( ) ( ) Richest 6.1 ( ) 12, ( ) 16, ( ) ( ) Smll (1 5 members) 3.1 ( ) 14, ( ) 27, ( ) 11, ( ) Medium (6 8 members) 2.1 ( ) 16, ( ) 26, ( ) 12, ( ) Lrge (9+ members) 1.2 ( ) 28, ( ) 26, ( ) 15, ( ) CI Confidence intervls, DHS Demogrphic nd Helth Survey, MICS Multiple Clusters Indictor Survey, MIS Mlri indictor Survey, N number of individuls Dt not vilble DHS 2003 MICS 2006 DHS 2010 DHS 2014 Legend % 80-90% b c 70-80% 60-70% 50-60% 40-50% 30-40% 20-30% 10-20% 0-10% Fig. 3 Trends of min usge indictors between 2003 nd 2014, Burkin Fso. The proportion of the popultion (), of children under 5 yers (b) nd pregnnt women (c) who slept under n ITN the night before the survey is indicted for ech region, for 2003, 2006, 2010 nd 2014 respectively gp vlues for ll yers studied, most likely becuse the popultion in this region is concentrted in urbn hbitt (Ougdougou). This result could be explined by higher popultion dynmics in the cpitl region. Interestingly lso, the chnge in behviour is very recent in this region (in 2010, behviourl gp ws 40%). In 2014, the behviourl gp ws uniformly low cross the country (0 15%). This reduction is probbly result of the helth promotion progrmmes initited by the Government of Burkin Fso to improve wreness concerning mlri prevention methods [25]. Household size is the min fctor ssocited with ownership gp in this study. Lrge households with t lest one bed net lcked dditionl bed nets to protect ll fmily members (vs 25.5% for smll households). Conversely, households in urbn settings nd from the richest

9 Pge 9 of 12 Tble 6 Proportion of children under 5 yers old who slept under n insecticide-treted bed net the night before the survey DHS 2003 MICS 2006 DHS 2010 MIS 2014 Percentge point chnge ( ) Age group (months) ( ) ( ) ( ) ( ) ( ) ( ) ( ) ( ) ( ) ( ) ( ) ( ) ( ) ( ) ( ) ( ) ( ) ( ) ( ) ( ) ( ) ( ) ( ) ( ) ( ) Gender Mle 1.8 ( ) ( ) ( ) ( ) ( ) Femle 2.1 ( ) ( ) ( ) ( ) ( ) Urbn 6.2 ( ) ( ) ( ) ( ) ( ) Rurl 1.3 ( ) ( ) ( ) 11, ( ) ( ) Household welth quintiles Poorest 1.2 ( ) ( ) ( ) ( ) ( ) Poorer 0.7 ( ) ( ) ( ) ( ) ( ) Averge 0.8 ( ) ( ) ( ) ( ) ( ) Richer 1.6 ( ) ( ) ( ) ( ) ( ) Richest 7.0 ( ) ( ) ( ) ( ) ( ) Smll (1 5 members) 2.9 ( ) ( ) ( ) ( ) ( ) Medium (6 8 members) 2.2 ( ) ( ) ( ) ( ) ( ) Lrge (9+ members) 1.3 ( ) ( ) ( ) ( ) ( ) CI Confidence intervls, DHS Demogrphic nd Helth Survey, MICS Multiple Clusters Indictor Survey, MIS Mlri indictor Survey, N number of children Tble 7 Proportion of pregnnt women who slept under n insecticide-treted bed net the night before the survey DHS 2003 MICS 2006 DHS 2010 MIS 2014 Percentge point chnge ( ) Urbn 7.5 ( ) ( ) ( ) ( ) Rurl 2.3 ( ) ( ) ( ) 31, ( ) Household welth quintiles Poorest 1.1 ( ) ( ) ( ) ( ) Poorer 0.7 ( ) ( ) ( ) ( ) Averge 3.2 ( ) ( ) ( ) ( ) Richer 1.5 ( ) ( ) ( ) ( ) Richest 9.4 ( ) ( ) ( ) ( ) Smll (1 5 members) 4.3 ( ) ( ) ( ) 11, ( ) Medium (6 8 members) 2.0 ( ) ( ) ( ) 12, ( ) Lrge (9+ members) 2.5 ( ) ( ) ( ) 15, ( ) CI Confidence intervls, DHS Demogrphic nd Helth Survey, MICS Multiple Clusters Indictor Survey, MIS Mlri indictor Survey, N number of pregnnt women Dt not vilble

10 Pge 10 of 12 Tble 8 Proportion of households owning t lest one insecticide-treted bed net but with fewer thn one net for every two household members (intr-ownership gp) DHS 2003 MICS 2006 DHS 2010 MIS 2014 Percentge point chnge ( ) Urbn 60.8 ( ) ( ) ( ) ( ) ( ) Rurl 74.4 ( ) ( ) ( ) ( ) ( ) Household welth quintiles Poorest 67.0 ( ) ( ) ( ) ( ) ( ) Poorer 90.5 ( ) ( ) ( ) ( ) ( ) Averge 80.4 ( ) ( ) ( ) ( ) ( ) Richer 79.4 ( ) ( ) ( ) ( ) ( ) Richest 59.2 ( ) ( ) ( ) ( ) ( ) Smll (1 5 members) 45.2 ( ) ( ) ( ) ( ) ( ) Medium (6 8 members) 87.9 ( ) ( ) ( ) ( ) ( ) Lrge (9+ members) 97.5 ( ) ( ) ( ( ) ( ) CI Confidence intervls, DHS Demogrphic nd Helth Survey, MICS Multiple Clusters Indictor Survey, MIS Mlri indictor Survey, N number of households Tble 9 Proportion of individuls with ccess to n insecticide-treted bed net who did not use them the night before the survey (behviourl gp) DHS 2003 MICS 2006 DHS 2010 MIS 2014 Urbn 31.0 ( ) 12, ( ) 21, ( ) 6733 Rurl 9.6 ( ) 46, ( ) 58, ( ) 31,660 Household welth quintiles Poorest 0.0 b ( ) 10, ( ) 15, b ( ) 8380 Poorer 8.9 ( ) 11, ( ) 15, ( ) 8495 Averge 17.8 ( ) 14, ( ) 16, ( ) 8520 Richer 16.9 ( ) 10, ( ) 16, ( ) 8165 Richest 26.6 ( ) 12, ( ) 16, ( ) 4833 Smll (1 5 members) 24.6 ( ) 14, ( ) 27, ( ) 11,250 Medium (6 8 members) 23.0 ( ) 16, ( ) 26, ( ) 12,025 Lrge (9+ members) 16.3 ( ) 28, ( ) 26, ( ) 15,118 CI Confidence intervls, DHS Demogrphic nd Helth Survey, MICS Multiple Clusters Indictor Survey, MIS Mlri indictor Survey, N number of individuls Dt not vilble b Negtive gp vlues were set to zero quintile of the popultion more frequently owned enough bed nets thn households locted in rurl settings or with lower welth index. This result is consistent with the findings of other studies showing tht ITN coverge is lower in urbn res becuse mss distribution cmpigns usully focus on rurl communities [29, 30]. Therefore, future strtegies for ITN distribution should py prtiuclr ttention to urbn res. Overll, the behviourl gp ws very low in However, households locted in urbn settings nd from the richest quintile of welth index hve higher gps, becuse they might hve other lterntive prevention

11 Pge 11 of 12 DHS 2003 MICS 2006 DHS 2010 DHS 2014 Legend % 80-90% 70-80% 60-70% 50-60% b 40-50% 30-40% 20-30% 10-20% 0-10% Fig. 4 Trends of ownership nd behviourl gps between 2003 nd 2014, Burkin Fso. The proportion of households owning t lest 1 ITN but less thn 1 for every 2 members () nd the proportion of people with ccess to ITN but who did not use it the night before the survey (b) is indicted for ech region, for 2003, 2006, 2010 nd 2014 respectively methods, such s better housing. Also, behviourl gp ws significntly lower for lrge households which could result from lrge households hving more fmily members (especilly children) sleeping under the sme bed net. The results showed tht only few lrge households possessed enough bed nets to protect ll fmily members. This study hs few limittions, however, they do not ffect the vlidity of the results. This study ws bsed on exiting dt, nd ws limited by vilble dt. Survey dt were collected during different sesons of the yer. MIS dt were collected during the high trnsmission period while DHS dt were collected during the end of the trnsmission period. This difference could potentilly ffect the trends nlysis nd my hve under- or overestimted the effect size, s ITN use cn be sesonl depending on the perceived nuisnce of mosquitoes [31]. Furthermore, the mesures presented in this pper were self-reported nd therefore susceptible to socil desirbility bises. Conclusion Following the two free mss distribution cmpigns in 2010 nd 2013, Burkin Fso hs mde considerble progress in coverge of ITN ownership, ccess nd use between 2003 nd However, bed net coverge remins below ntionl trgets of 100% for ownership nd 80% for use. To reduce significntly the mlri burden in Burkin Fso, the NMCP needs to increse further nd sustined ITN ownership nd use in the generl popultion. The free mss distribution cmpigns contributed effectively to increse INT ownership nd use in Burkin Fso. The NMCP should continue implementing these cmpigns to rech the universl coverge trget. In ddition, these cmpigns should be complemented by other bed net distribution mechnisms (through ntentl cre, immuniztion) to identify nd replce nets tht re worn, dmged or lost between free mss distribution cmpigns. Furthermore, NMCP should hve n effective behviour chnge communiction component in ll distribution mechnisms to ensure tht the popultion use bed nets consistently. Abbrevitions ANC: ntentl cre; RBM: Roll Bck Mlri; BBC: behviour chnge communiction; DHS: Demogrphic nd Helth Surveys; EA: enumertion res; LLINs: long-lsting insecticidl nets; MERG: Monitoring nd Evlution Reference Group; MICS: Multiple Indictor Cluster Surveys; MIS: Mlri Indictor Survey; ITNs: insecticide-treted bed nets; NMCP: ntionl mlri control progrmme; SSA: sub-shrn Afric; WHO: World Helth Orgniztion. Authors contributions FKS nd SS conceived the study. SS nd MP performed the sttisticl nlysis. SS, FKS nd MP drfted the mnuscript. FKS nd YY contributed to the mnuscript by giving substntil intellectul inputs. All uthors red nd pproved the finl mnuscript. Author detils 1 Pôle Epidémiologie et Biosttistique, Institut de Recherche Expérimentle et Clinique (IREC), Fculté de Snté Publique (FSP), Université ctholique de Louvin (UCL), Clos Chpelle ux chmps 30, bte B , 1200 Bruxelles, Belgium. 2 Sptil Epidemiology Lb (SpELL), Université Libre de Bruxelles, Brussels, Belgium. 3 ICF, 530 Gither Rod, Suite 500, Rockville, MD, USA. 4 Centre de Recherche en Epidémiologie, Biosttistiques, et Recherche Clinique, Université Libre de Bruxelles, Brussels, Belgium. 5 Plte Forme Biosttistiques, Pôle Snté, Université Libre de Bruxelles, Brussels, Belgium. Competing interests The uthors declre tht they hve no competing interests.

12 Pge 12 of 12 Publisher s Note Springer Nture remins neutrl with regrd to jurisdictionl clims in published mps nd institutionl ffilitions. Received: 25 April 2017 Accepted: 18 July 2017 References 1. White MT, Conteh L, Cibulskis R, Ghni AC. Costs nd cost-effectiveness of mlri control interventions systemtic review. Mlr J. 2011;10: Lengeler C. Insecticide-treted bed nets nd curtins for preventing mlri. Cochrne Dtbse of Syst Rev. 2004;2:CD Eisele TP, Lrsen D, Steketee RW. Protective efficcy of interventions for preventing mlri mortlity in children in Plsmodium flciprum endemic res. Int J Epidemiol. 2010;39(Suppl 1):i O Mer WP, Mngeni JN, Steketee R, Greenwood B. Chnges in the burden of mlri in sub-shrn Afric. Lncet Infect Dis. 2010;10: Steketee RW, Cmpbell CC. Impct of ntionl mlri control scle-up progrmmes in Afric: mgnitude nd ttribution of effects. Mlr J. 2010;9: WHO. World mlri report Genev: World Helth Orgniztion. report/en/. 7. Grbowsky M, Frrell N, Hwley W, Chimumbw J, Hoyer S, Wolkon A, et l. Integrting insecticide-treted bednets into mesles vccintion cmpign chieves high, rpid nd equitble coverge with direct nd voucher-bsed methods. Trop Med Int Helth. 2005;10: Kulkrni MA, Vnden Eng J, Desrochers RE, Cotte AH, Goodson JL, Johnston A, et l. Contribution of integrted cmpign distribution of long-lsting insecticidl nets to coverge of trget groups nd totl popultions in mlri-endemic res in Mdgscr. Am J Trop Med Hyg. 2010;82: Noor AM, Amin AA, Akhwle WS, Snow RW. Incresing coverge nd decresing inequity in insecticide-treted bed net use mong rurl Kenyn children. PLoS Med. 2007;4:e Lugd E, Millr D, Hskew J, Grbowsky M, Grg N, Vestergrd M, et l. Rpid implementtion of n integrted lrge-scle HIV counseling nd testing, mlri, nd dirrhe prevention cmpign in rurl Keny. PLoS ONE. 2010;5:e Mueller DH, Wisemn V, Bkus D, Morgh K, Dre A, Tchmdj P. Costeffectiveness nlysis of insecticide-treted net distribution s prt of the Togo Integrted Child Helth Cmpign. Mlr J. 2008;7: Skrbinski J, Mssg JJ, Rowe AK, Kchur SP. Distribution of free untreted bednets bundled with insecticide vi n integrted child helth cmpign in Lindi Region, Tnzni: lessons for future cmpigns. Am J Trop Med Hyg. 2007;76: Guytt HL, Gotink MH, Ochol SA, Snow RW. Free bednets to pregnnt women through ntentl clinics in Keny: chep, simple nd equitble pproch to delivery. Trop Med Int Helth. 2002;7: Hnson K, Mrchnt T, Nthn R, Mpond H, Jones C, Bruce J, et l. Household ownership nd use of insecticide treted nets mong trget groups fter implementtion of ntionl voucher progrmme in the United Republic of Tnzni: plusibility study using three nnul cross sectionl household surveys. BMJ. 2009;339:b Mrchnt T, Schellenberg D, Nthn R, Armstrong-Schellenberg J, Mpond H, Jones C, et l. Assessment of ntionl voucher scheme to deliver insecticide-treted mosquito nets to pregnnt women. CMAJ. 2010;182: Terlouw DJ, Morgh K, Wolkon A, Dre A, Dorkenoo A, Elides MJ, et l. Impct of mss distribution of free long-lsting insecticidl nets on childhood mlri morbidity: the Togo Ntionl Integrted Child Helth Cmpign. Mlr J. 2010;9: Thwing J, Eisele TP, Steketee RW. Protective efficcy of mlri cse mngement nd intermittent preventive tretment for preventing mlri mortlity in children: systemtic review for the Lives Sved Tool. BMC Public Helth. 2011;11(Suppl 3):S Webster J, Hill J, Lines J, Hnson K. Delivery systems for insecticide treted nd untreted mosquito nets in Afric: ctegoriztion nd outcomes chieved. Helth Policy Pln. 2007;22: WHO. World mlri report Genev: World Helth Orgniztion; Pludisme Burkin Fso-PNLP. Pln Strtégique de lutte contre le pludisme Ougdougou; Mesure Evlution: Household survey indictors for mlri control. Crolin Popultion Center, University of North Crolin, USA ; Accessed 20 Apr Institut Ntionl de l Sttistique et de l Démogrphie - INSD/Burkin Fso, ICF Interntionl: Burkin Fso Enquête Démogrphique et de Snté et à Indicteurs Multiples (EDSBF-MICS IV) Clverton, Mrylnd, USA: Institut Ntionl de l Sttistique et de l Démogrphie - INSD/Burkin Fso nd ICF Interntionl; Institut Ntionl de l Sttistique et de l Démogrphie/Burkin Fso, ORC Mcro: Burkin Fso Enquête Démogrphique et de Snté Clverton, Mrylnd, USA: Institut Ntionl de l Sttistique et de l Démogrphie/Burkin Fso nd ORC Mcro; Enquête pr Grppes à Indicteurs Multiples (MICS), Burkin Fso Institut Ntionl de l Sttistique et de l Démogrphie/Burkin Fso, Progrmme Ntionl de Lutte contre le Pludisme/Burkin Fso, ICF Interntionl: Enquête sur les Indicteurs du Pludisme (EIPBF) u Burkin Fso Rockville, Mrylnd, USA: Institut Ntionl de l Sttistique et de l Démogrphie/Burkin Fso, Progrmme Ntionl de Lutte contre le Pludisme/Burkin Fso, nd ICF Interntionl; Tylor C, Florey L, Ye Y : Incresing Equity of Insecticide-Treted Net Ownership in Sub-Shrn Afric from 2003 to DHS Anlytic Studies No. 52. Rockville, Mrylnd, USA: ICF Interntionl Noor AM, Mutheu JJ, Ttem AJ, Hy SI, Snow RW. Insecticide-treted net coverge in Afric: mpping progress in Lncet. 2009;373: WHO. Guidelines for monitoring the durbility of long-lsting insecticidl mosquito nets under opertionl conditions. Genev: World Helth Orgniztion; Birhnu Z, Abebe L, Sudhkr M, Dissnyke G, Yihdego Y, Alemyehu G, et l. Access to nd use gps of insecticide-treted nets mong communities in Jimm Zone, southwestern Ethiopi: bseline results from mlri eduction interventions. BMC Public Helth. 2015;15: Kilin A, Koenker H, Bb E, Onyefunfo EO, Selby RA, Lokko K, et l. Universl coverge with insecticide-treted nets pplying the revised indictors for ownership nd use to the Nigeri 2010 mlri indictor survey dt. Mlr J. 2013;12: Bume CA, Reithinger R, Woldehnn S. Fctors ssocited with use nd non-use of mosquito nets owned in Oromi nd Amhr regionl sttes, Ethiopi. Mlr J. 2009;8:264. Submit your next mnuscript to BioMed Centrl nd we will help you t every step: We ccept pre-submission inquiries Our selector tool helps you to find the most relevnt journl We provide round the clock customer support Convenient online submission Thorough peer review Inclusion in PubMed nd ll mjor indexing services Mximum visibility for your reserch Submit your mnuscript t

DYE SOLUBILITY IN SUPERCRITICAL CARBON DIOXIDE FLUID

DYE SOLUBILITY IN SUPERCRITICAL CARBON DIOXIDE FLUID THERMAL SCIENCE, Yer 2015, Vol. 19, No. 4, pp. 1311-1315 1311 DYE SOLUBILITY IN SUPERCRITICAL CARBON DIOXIDE FLUID by Jun YAN, Li-Jiu ZHENG *, Bing DU, Yong-Fng QIAN, nd Fng YE Lioning Provincil Key Lbortory

More information

The Discussion of this exercise covers the following points:

The Discussion of this exercise covers the following points: Exercise 4 Bttery Chrging Methods EXERCISE OBJECTIVE When you hve completed this exercise, you will be fmilir with the different chrging methods nd chrge-control techniques commonly used when chrging Ni-MI

More information

Patterns of Current Use of Tobacco Products Among U.S. High School Students for 2000e2012dFindings From the National Youth Tobacco Survey

Patterns of Current Use of Tobacco Products Among U.S. High School Students for 2000e2012dFindings From the National Youth Tobacco Survey Journl of Adolescent Helth 54 (2014) 54e60 www.jhonline.org Originl rticle Ptterns of Current Use of Tobcco Products Among U.S. High School Students for 2000e2012dFindings From the Ntionl Youth Tobcco

More information

Synchronous Machine Parameter Measurement

Synchronous Machine Parameter Measurement Synchronous Mchine Prmeter Mesurement 1 Synchronous Mchine Prmeter Mesurement Introduction Wound field synchronous mchines re mostly used for power genertion but lso re well suited for motor pplictions

More information

Synchronous Machine Parameter Measurement

Synchronous Machine Parameter Measurement Synchronous Mchine Prmeter Mesurement 1 Synchronous Mchine Prmeter Mesurement Introduction Wound field synchronous mchines re mostly used for power genertion but lso re well suited for motor pplictions

More information

ABB STOTZ-KONTAKT. ABB i-bus EIB Current Module SM/S Intelligent Installation Systems. User Manual SM/S In = 16 A AC Un = 230 V AC

ABB STOTZ-KONTAKT. ABB i-bus EIB Current Module SM/S Intelligent Installation Systems. User Manual SM/S In = 16 A AC Un = 230 V AC User Mnul ntelligent nstlltion Systems A B 1 2 3 4 5 6 7 8 30 ma 30 ma n = AC Un = 230 V AC 30 ma 9 10 11 12 C ABB STOTZ-KONTAKT Appliction Softwre Current Vlue Threshold/1 Contents Pge 1 Device Chrcteristics...

More information

The Corporation for Public Broadcasting: Federal Funding Facts and Status

The Corporation for Public Broadcasting: Federal Funding Facts and Status Order Code RS22168 Updted June 1, 2007 The Corportion for Public Brodcsting: Federl Funding Fcts nd Sttus Summry Glenn J. McLoughlin Specilist in Science nd Technology Policy Resources, Science nd Industry

More information

Kyushu Institute of Technology

Kyushu Institute of Technology Title: Integrted Rescue Service Stellite (IRS-St) Primry Point of Contct (POC): Mohmed Ibrhim Co-uthors: Btsuren Amglnbt, Puline Fure, Kevin Chou Orgniztion:, 1-1 Sensui, Tobt, Kitkyushu 804-8550, Jpn

More information

Joanna Towler, Roading Engineer, Professional Services, NZTA National Office Dave Bates, Operations Manager, NZTA National Office

Joanna Towler, Roading Engineer, Professional Services, NZTA National Office Dave Bates, Operations Manager, NZTA National Office . TECHNICA MEMOANDM To Cc repred By Endorsed By NZTA Network Mngement Consultnts nd Contrctors NZTA egionl Opertions Mngers nd Are Mngers Dve Btes, Opertions Mnger, NZTA Ntionl Office Jonn Towler, oding

More information

CHAPTER 2 LITERATURE STUDY

CHAPTER 2 LITERATURE STUDY CHAPTER LITERATURE STUDY. Introduction Multipliction involves two bsic opertions: the genertion of the prtil products nd their ccumultion. Therefore, there re two possible wys to speed up the multipliction:

More information

Multi-beam antennas in a broadband wireless access system

Multi-beam antennas in a broadband wireless access system Multi-em ntenns in rodnd wireless ccess system Ulrik Engström, Mrtin Johnsson, nders Derneryd nd jörn Johnnisson ntenn Reserch Center Ericsson Reserch Ericsson SE-4 84 Mölndl Sweden E-mil: ulrik.engstrom@ericsson.com,

More information

Engineer-to-Engineer Note

Engineer-to-Engineer Note Engineer-to-Engineer Note EE-297 Technicl notes on using Anlog Devices DSPs, processors nd development tools Visit our Web resources http://www.nlog.com/ee-notes nd http://www.nlog.com/processors or e-mil

More information

Exercise 1-1. The Sine Wave EXERCISE OBJECTIVE DISCUSSION OUTLINE. Relationship between a rotating phasor and a sine wave DISCUSSION

Exercise 1-1. The Sine Wave EXERCISE OBJECTIVE DISCUSSION OUTLINE. Relationship between a rotating phasor and a sine wave DISCUSSION Exercise 1-1 The Sine Wve EXERCISE OBJECTIVE When you hve completed this exercise, you will be fmilir with the notion of sine wve nd how it cn be expressed s phsor rotting round the center of circle. You

More information

Y9.ET1.3 Implementation of Secure Energy Management against Cyber/physical Attacks for FREEDM System

Y9.ET1.3 Implementation of Secure Energy Management against Cyber/physical Attacks for FREEDM System Y9.ET1.3 Implementtion of Secure Energy ngement ginst Cyber/physicl Attcks for FREED System Project Leder: Fculty: Students: Dr. Bruce cillin Dr. o-yuen Chow Jie Dun 1. Project Gols Develop resilient cyber-physicl

More information

Application of AHP in the Analysis of Flexible Manufacturing System

Application of AHP in the Analysis of Flexible Manufacturing System Journl of Industril nd Intelligent Informtion Vol., No., Jnury 0 Appliction of AHP in the Anlysis of Flexible Mnufcturing System Rjveer Singh, Prveen Shrm, nd Sndeep Singhl Ntionl Institute of Technology/Mechnicl

More information

CHARACTERISTICS OF THE GPS SIGNAL SCINTILLATIONS DURING IONOSPHERIC IRREGULARITIES AND THEIR EFFECTS OVER THE GPS SYSTEM

CHARACTERISTICS OF THE GPS SIGNAL SCINTILLATIONS DURING IONOSPHERIC IRREGULARITIES AND THEIR EFFECTS OVER THE GPS SYSTEM CHRCTERISTICS OF THE GPS SIGNL SCINTILLTIONS DURING IONOSPHERIC IRREGULRITIES ND THEIR EFFECTS OVER THE GPS SYSTEM Eurico R. de Paula, I.J.Kantor, L.F.C. de Rezende ERONOMY DIVISION NTIONL INSTITUTE FOR

More information

Experiment 3: Non-Ideal Operational Amplifiers

Experiment 3: Non-Ideal Operational Amplifiers Experiment 3: Non-Idel Opertionl Amplifiers Fll 2009 Equivlent Circuits The bsic ssumptions for n idel opertionl mplifier re n infinite differentil gin ( d ), n infinite input resistnce (R i ), zero output

More information

Postprint. This is the accepted version of a paper presented at IEEE PES General Meeting.

Postprint.   This is the accepted version of a paper presented at IEEE PES General Meeting. http://www.div-portl.org Postprint This is the ccepted version of pper presented t IEEE PES Generl Meeting. Cittion for the originl published pper: Mhmood, F., Hooshyr, H., Vnfretti, L. (217) Sensitivity

More information

Experiment 3: Non-Ideal Operational Amplifiers

Experiment 3: Non-Ideal Operational Amplifiers Experiment 3: Non-Idel Opertionl Amplifiers 9/11/06 Equivlent Circuits The bsic ssumptions for n idel opertionl mplifier re n infinite differentil gin ( d ), n infinite input resistnce (R i ), zero output

More information

METHOD OF LOCATION USING SIGNALS OF UNKNOWN ORIGIN. Inventor: Brian L. Baskin

METHOD OF LOCATION USING SIGNALS OF UNKNOWN ORIGIN. Inventor: Brian L. Baskin METHOD OF LOCATION USING SIGNALS OF UNKNOWN ORIGIN Inventor: Brin L. Bskin 1 ABSTRACT The present invention encompsses method of loction comprising: using plurlity of signl trnsceivers to receive one or

More information

Interference Cancellation Method without Feedback Amount for Three Users Interference Channel

Interference Cancellation Method without Feedback Amount for Three Users Interference Channel Open Access Librry Journl 07, Volume, e57 ISSN Online: -97 ISSN Print: -9705 Interference Cncelltion Method without Feedbc Amount for Three Users Interference Chnnel Xini Tin, otin Zhng, Wenie Ji School

More information

Module 9. DC Machines. Version 2 EE IIT, Kharagpur

Module 9. DC Machines. Version 2 EE IIT, Kharagpur Module 9 DC Mchines Version EE IIT, Khrgpur esson 40 osses, Efficiency nd Testing of D.C. Mchines Version EE IIT, Khrgpur Contents 40 osses, efficiency nd testing of D.C. mchines (esson-40) 4 40.1 Gols

More information

A Comparative Analysis of Algorithms for Determining the Peak Position of a Stripe to Sub-pixel Accuracy

A Comparative Analysis of Algorithms for Determining the Peak Position of a Stripe to Sub-pixel Accuracy A Comprtive Anlysis of Algorithms for Determining the Pek Position of Stripe to Sub-pixel Accurcy D.K.Nidu R.B.Fisher Deprtment of Artificil Intelligence, University of Edinburgh 5 Forrest Hill, Edinburgh

More information

THE MODEL 682A05 BEARING FAULT DETECTOR (U.S. Patent No. 6,889,553) A New Approach for Predicting Catastrophic Machine Failure

THE MODEL 682A05 BEARING FAULT DETECTOR (U.S. Patent No. 6,889,553) A New Approach for Predicting Catastrophic Machine Failure TN4 THE MODEL 682A5 BEARING FAULT DETECTOR (U.S. Ptent No. 6,889,553) A New Approch for Predicting Ctstrophic Mchine Filure by Jmes Robinson Emerson Process Mngement Mitchell Illig IMI Sensors Thoms Brown

More information

First Round Solutions Grades 4, 5, and 6

First Round Solutions Grades 4, 5, and 6 First Round Solutions Grdes 4, 5, nd 1) There re four bsic rectngles not mde up of smller ones There re three more rectngles mde up of two smller ones ech, two rectngles mde up of three smller ones ech,

More information

(1) Non-linear system

(1) Non-linear system Liner vs. non-liner systems in impednce mesurements I INTRODUCTION Electrochemicl Impednce Spectroscopy (EIS) is n interesting tool devoted to the study of liner systems. However, electrochemicl systems

More information

Unit 1: Chapter 4 Roots & Powers

Unit 1: Chapter 4 Roots & Powers Unit 1: Chpter 4 Roots & Powers Big Ides Any number tht cn be written s the frction mm, nn 0, where m nd n re integers, is nn rtionl. Eponents cn be used to represent roots nd reciprocls of rtionl numbers.

More information

MAXIMUM FLOWS IN FUZZY NETWORKS WITH FUNNEL-SHAPED NODES

MAXIMUM FLOWS IN FUZZY NETWORKS WITH FUNNEL-SHAPED NODES MAXIMUM FLOWS IN FUZZY NETWORKS WITH FUNNEL-SHAPED NODES Romn V. Tyshchuk Informtion Systems Deprtment, AMI corportion, Donetsk, Ukrine E-mil: rt_science@hotmil.com 1 INTRODUCTION During the considertion

More information

DEVELOPING NITROGEN FERTILISER MANAGEMENT STRATEGIES FOR WHEAT AND CANOLA UNDER CONSERVATION AGRICULTURE PRACTICES IN THE WESTERN CAPE, SOUTH AFRICA

DEVELOPING NITROGEN FERTILISER MANAGEMENT STRATEGIES FOR WHEAT AND CANOLA UNDER CONSERVATION AGRICULTURE PRACTICES IN THE WESTERN CAPE, SOUTH AFRICA DEVELOPING NITROGEN FERTILISER MANAGEMENT STRATEGIES FOR WHEAT AND CANOLA UNDER CONSERVATION AGRICULTURE PRACTICES IN THE WESTERN CAPE, SOUTH AFRICA PJ Neethling, E du Toit, J Lbuschgne, P Swnepoel Overberg

More information

Redundancy Data Elimination Scheme Based on Stitching Technique in Image Senor Networks

Redundancy Data Elimination Scheme Based on Stitching Technique in Image Senor Networks Sensors & Trnsducers 204 by IFSA Publishing, S. L. http://www.sensorsportl.com Redundncy Dt Elimintion Scheme Bsed on Stitching Technique in Imge Senor Networks hunling Tng hongqing Technology nd Business

More information

Energy Harvesting Two-Way Channels With Decoding and Processing Costs

Energy Harvesting Two-Way Channels With Decoding and Processing Costs IEEE TRANSACTIONS ON GREEN COMMUNICATIONS AND NETWORKING, VOL., NO., MARCH 07 3 Energy Hrvesting Two-Wy Chnnels With Decoding nd Processing Costs Ahmed Arf, Student Member, IEEE, Abdulrhmn Bknin, Student

More information

Robustness Analysis of Pulse Width Modulation Control of Motor Speed

Robustness Analysis of Pulse Width Modulation Control of Motor Speed Proceedings of the World Congress on Engineering nd Computer Science 2007 WCECS 2007, October 24-26, 2007, Sn Frncisco, USA obustness Anlysis of Pulse Width Modultion Control of Motor Speed Wei Zhn Abstrct

More information

INSTITUTE OF AERONAUTICAL ENGINEERING (Autonomous) Dundigal, Hyderabad

INSTITUTE OF AERONAUTICAL ENGINEERING (Autonomous) Dundigal, Hyderabad Hll Ticket No Question Pper Code: AEC009 INSTITUTE OF AERONAUTICAL ENGINEERING (Autonomous) Dundigl, Hyderd - 500 043 MODEL QUESTION PAPER Four Yer B.Tech V Semester End Exmintions, Novemer - 2018 Regultions:

More information

Network Sharing and its Energy Benefits: a Study of European Mobile Network Operators

Network Sharing and its Energy Benefits: a Study of European Mobile Network Operators Network Shring nd its Energy Benefits: Study of Europen Mobile Network Opertors Mrco Ajmone Mrsn Electronics nd Telecommunictions Dept Politecnico di Torino, nd Institute IMDEA Networks, mrco.jmone@polito.it

More information

Fuzzy Logic Controller for Three Phase PWM AC-DC Converter

Fuzzy Logic Controller for Three Phase PWM AC-DC Converter Journl of Electrotechnology, Electricl Engineering nd Mngement (2017) Vol. 1, Number 1 Clusius Scientific Press, Cnd Fuzzy Logic Controller for Three Phse PWM AC-DC Converter Min Muhmmd Kml1,, Husn Ali2,b

More information

Example. Check that the Jacobian of the transformation to spherical coordinates is

Example. Check that the Jacobian of the transformation to spherical coordinates is lss, given on Feb 3, 2, for Mth 3, Winter 2 Recll tht the fctor which ppers in chnge of vrible formul when integrting is the Jcobin, which is the determinnt of mtrix of first order prtil derivtives. Exmple.

More information

Impact of Research Activities on FCH Technologies and Policy Development

Impact of Research Activities on FCH Technologies and Policy Development Impct of Activities on FCH Technologies nd Policy Development for NERGHY Grouping Deborh Jones Centre Ntionl de l Recherche Scientifique, Montpellier, Frnce 1 Europen Community in FCH technologies Europen

More information

High-speed Simulation of the GPRS Link Layer

High-speed Simulation of the GPRS Link Layer 989 High-speed Simultion of the GPRS Link Lyer J Gozlvez nd J Dunlop Deprtment of Electronic nd Electricl Engineering, University of Strthclyde 204 George St, Glsgow G-lXW, Scotlnd Tel: +44 4 548 206,

More information

A Novel Back EMF Zero Crossing Detection of Brushless DC Motor Based on PWM

A Novel Back EMF Zero Crossing Detection of Brushless DC Motor Based on PWM A ovel Bck EMF Zero Crossing Detection of Brushless DC Motor Bsed on PWM Zhu Bo-peng Wei Hi-feng School of Electricl nd Informtion, Jingsu niversity of Science nd Technology, Zhenjing 1003 Chin) Abstrct:

More information

a GAO-02-6 GAO INFORMATION TECHNOLOGY Enterprise Architecture Use across the Federal Government Can Be Improved Report to Congressional Committees

a GAO-02-6 GAO INFORMATION TECHNOLOGY Enterprise Architecture Use across the Federal Government Can Be Improved Report to Congressional Committees GAO United Sttes Generl Accounting Office Report to Congressionl Committees Februry 2002 INFORMATION TECHNOLOGY Enterprise Use cross the Federl Government Cn Be Improved GAO-02-6 Report Documenttion Pge

More information

How to Build Wealth Like Warren Buffett.

How to Build Wealth Like Warren Buffett. Your FREE gift for ordering How to Build Welth Like Wrren Buffett The video ABC-TV clled lively, informtive, nd lot of fun. You cn t help but get swept up by the enthusism of this rewrding film. Don t

More information

Application Note. Differential Amplifier

Application Note. Differential Amplifier Appliction Note AN367 Differentil Amplifier Author: Dve n Ess Associted Project: Yes Associted Prt Fmily: CY8C9x66, CY8C7x43, CY8C4x3A PSoC Designer ersion: 4. SP3 Abstrct For mny sensing pplictions, desirble

More information

Design And Implementation Of Luo Converter For Electric Vehicle Applications

Design And Implementation Of Luo Converter For Electric Vehicle Applications Design And Implementtion Of Luo Converter For Electric Vehicle Applictions A.Mnikndn #1, N.Vdivel #2 ME (Power Electronics nd Drives) Deprtment of Electricl nd Electronics Engineering Sri Shkthi Institute

More information

Synchronous Generator Line Synchronization

Synchronous Generator Line Synchronization Synchronous Genertor Line Synchroniztion 1 Synchronous Genertor Line Synchroniztion Introduction One issue in power genertion is synchronous genertor strting. Typiclly, synchronous genertor is connected

More information

Measuring innovative performance: is there an advantage in using multiple indicators?

Measuring innovative performance: is there an advantage in using multiple indicators? Reserch Policy 32 (2003) 1365 1379 Mesuring innovtive performnce: is there n dvntge in using multiple indictors? John Hgedoorn, Myrim Cloodt MERIT, Fculty of Economics nd Business Administrtion, University

More information

Information-Coupled Turbo Codes for LTE Systems

Information-Coupled Turbo Codes for LTE Systems Informtion-Coupled Turbo Codes for LTE Systems Lei Yng, Yixun Xie, Xiowei Wu, Jinhong Yun, Xingqing Cheng nd Lei Wn rxiv:709.06774v [cs.it] 20 Sep 207 Abstrct We propose new clss of informtion-coupled

More information

In 2001, The Joint Commission (TJC) and Centers

In 2001, The Joint Commission (TJC) and Centers Hosp Phrm 2014;49(11):1017 1021 2014 Thoms Lnd Publishers, Inc. www.hospitl-phrmcy.com doi: 10.1310/hpj4911-1017 Originl Article Phrmcist Involvement t Dischrge with The Joint Commission Hert Filure Core

More information

University of North Carolina-Charlotte Department of Electrical and Computer Engineering ECGR 4143/5195 Electrical Machinery Fall 2009

University of North Carolina-Charlotte Department of Electrical and Computer Engineering ECGR 4143/5195 Electrical Machinery Fall 2009 Problem 1: Using DC Mchine University o North Crolin-Chrlotte Deprtment o Electricl nd Computer Engineering ECGR 4143/5195 Electricl Mchinery Fll 2009 Problem Set 4 Due: Thursdy October 8 Suggested Reding:

More information

Section 17.2: Line Integrals. 1 Objectives. 2 Assignments. 3 Maple Commands. 1. Compute line integrals in IR 2 and IR Read Section 17.

Section 17.2: Line Integrals. 1 Objectives. 2 Assignments. 3 Maple Commands. 1. Compute line integrals in IR 2 and IR Read Section 17. Section 7.: Line Integrls Objectives. ompute line integrls in IR nd IR 3. Assignments. Red Section 7.. Problems:,5,9,,3,7,,4 3. hllenge: 6,3,37 4. Red Section 7.3 3 Mple ommnds Mple cn ctully evlute line

More information

Using Compass 3 to Program the Senso Diva Page 1

Using Compass 3 to Program the Senso Diva Page 1 Pge 1 Selection of Senso Div Instrument Style SD-CIC Custom CIC Up to 50-60dB HL Hering Loss SD-XM Custom ITE or ITC with Loctor Up to 60-70dB HL Hering Loss SD-9M BTE with Loctor Up to 70-80dB HL Hering

More information

Multipath Mitigation for Bridge Deformation Monitoring

Multipath Mitigation for Bridge Deformation Monitoring Journl of Globl Positioning Systems (22) Vol. 1, No. 1: 25-33 Multipth Mitigtion for Bridge Deformtion Monitoring G. W. Roberts, X. Meng, A. H. Dodson, E. Cosser Institute of Engineering Surveying nd Spce

More information

FATIGUE BEHAVIOUR OF COMPOSITE JOINTS WITH HEXAGON BOLTS

FATIGUE BEHAVIOUR OF COMPOSITE JOINTS WITH HEXAGON BOLTS FATIGUE BEHAVIOUR OF COMPOSITE JOINTS WITH HEXAGON BOLTS Romn Strikov nd Jokim Schön Deprtment of Aeronutics, Royl Institute of Technology SE-1 44 Stockholm, Sweden Structures nd Mterils Deprtment, Aeronutics

More information

JESK. Technology Acceptance Modeling based on User Experience for Autonomous Vehicles. Yujun Cho 1, Jaekyu Park 1, Sungjun Park 2, Eui S.

JESK. Technology Acceptance Modeling based on User Experience for Autonomous Vehicles. Yujun Cho 1, Jaekyu Park 1, Sungjun Park 2, Eui S. JESK J Ergon Soc Kore 2017; 36(2): 87-108 http://dx.doi.org/10.5143/jesk.2017.36.2.87 http://jesk.or.kr eissn:2093-8462 Technology Acceptnce Modeling bsed on User Experience for Autonomous Vehicles Yujun

More information

10.4 AREAS AND LENGTHS IN POLAR COORDINATES

10.4 AREAS AND LENGTHS IN POLAR COORDINATES 65 CHAPTER PARAMETRIC EQUATINS AND PLAR CRDINATES.4 AREAS AND LENGTHS IN PLAR CRDINATES In this section we develop the formul for the re of region whose oundry is given y polr eqution. We need to use the

More information

Available online at ScienceDirect. Procedia Engineering 89 (2014 )

Available online at   ScienceDirect. Procedia Engineering 89 (2014 ) Aville online t www.sciencedirect.com ScienceDirect Procedi Engineering 89 (2014 ) 411 417 16th Conference on Wter Distriution System Anlysis, WDSA 2014 A New Indictor for Rel-Time Lek Detection in Wter

More information

This is a repository copy of Effect of power state on absorption cross section of personal computer components.

This is a repository copy of Effect of power state on absorption cross section of personal computer components. This is repository copy of Effect of power stte on bsorption cross section of personl computer components. White Rose Reserch Online URL for this pper: http://eprints.whiterose.c.uk/10547/ Version: Accepted

More information

5 I. T cu2. T use in modem computing systems, it is desirable to. A Comparison of Half-Bridge Resonant Converter Topologies

5 I. T cu2. T use in modem computing systems, it is desirable to. A Comparison of Half-Bridge Resonant Converter Topologies 74 EEE TRANSACTONS ON POER ELECTRONCS, VOL. 3, NO. 2, APRL 988 A Comprison of Hlf-Bridge Resonnt Converter Topologies Abstrct-The hlf-bridge series-resonnt, prllel-resonnt, nd combintion series-prllel

More information

L I THE COMMONWEALTH INFORMATION

L I THE COMMONWEALTH INFORMATION L I THE COMMONWEALTH INFORMATION DATABASE A Cse Study - Multimedi on Shoestring Scott Ewings Reserch & Design Commonwelth Informtion Dtbse Commonwelth lnstitute London The Commonwelth Institute The Commonwelth

More information

A New Stochastic Inner Product Core Design for Digital FIR Filters

A New Stochastic Inner Product Core Design for Digital FIR Filters MATEC Web of Conferences, (7) DOI:./ mtecconf/7 CSCC 7 A New Stochstic Inner Product Core Design for Digitl FIR Filters Ming Ming Wong,, M. L. Dennis Wong, Cishen Zhng, nd Ismt Hijzin Fculty of Engineering,

More information

PRO LIGNO Vol. 11 N pp

PRO LIGNO Vol. 11 N pp THE INFLUENCE OF THE TOOL POINT ANGLE AND FEED RATE ON THE DELAMINATION AT DRILLING OF PRE-LAMINATED PARTICLEBOARD Mihi ISPAS Prof.dr.eng. Trnsilvni University of Brsov Fculty of Wood Engineering Address:

More information

Dynamic characteristic of the forth road bridge estimated with GeoSHM

Dynamic characteristic of the forth road bridge estimated with GeoSHM Meng et l. The Journl of Glol Positioning Systems (2018) 16:4 https://doi.org/10.1186/s41445-018-0014-7 The Journl of Glol Positioning Systems ORIGINAL ARTICLE Dynmic chrcteristic of the forth rod ridge

More information

CSI-SF: Estimating Wireless Channel State Using CSI Sampling & Fusion

CSI-SF: Estimating Wireless Channel State Using CSI Sampling & Fusion CSI-SF: Estimting Wireless Chnnel Stte Using CSI Smpling & Fusion Riccrdo Crepldi, Jeongkeun Lee, Rul Etkin, Sung-Ju Lee, Robin Krvets University of Illinois t Urbn-Chmpign Hewlett-Pckrd Lbortories Emil:{rcrepl,rhk}@illinoisedu,

More information

High Speed On-Chip Interconnects: Trade offs in Passive Termination

High Speed On-Chip Interconnects: Trade offs in Passive Termination High Speed On-Chip Interconnects: Trde offs in Pssive Termintion Rj Prihr University of Rochester, NY, USA prihr@ece.rochester.edu Abstrct In this pper, severl pssive termintion schemes for high speed

More information

Jamming-Resistant Collaborative Broadcast In Wireless Networks, Part II: Multihop Networks

Jamming-Resistant Collaborative Broadcast In Wireless Networks, Part II: Multihop Networks Jmming-Resistnt ollbortive Brodcst In Wireless Networks, Prt II: Multihop Networks Ling Xio Ximen University, hin 361005 Emil: lxio@xmu.edu.cn Huiyu Di N Stte University, Rleigh, N 27695 Emil: huiyu di@ncsu.edu

More information

Lecture 16: Four Quadrant operation of DC Drive (or) TYPE E Four Quadrant chopper Fed Drive: Operation

Lecture 16: Four Quadrant operation of DC Drive (or) TYPE E Four Quadrant chopper Fed Drive: Operation Lecture 16: Four Qudrnt opertion of DC Drive (or) TYPE E Four Qudrnt chopper Fed Drive: Opertion The rmture current I is either positive or negtive (flow in to or wy from rmture) the rmture voltge is lso

More information

Improving synchronized transfers in public transit networks using real-time tactics

Improving synchronized transfers in public transit networks using real-time tactics Improving synchronized trnsfers in public trnsit networks using rel-time tctics Zhongjun Wu 1,2,3, Grhm Currie 3, Wei Wng 1,2 1 Jingsu Key Lbortory of Urbn ITS, Si Pi Lou 2#, Nnjing, 210096, Chin 2 School

More information

THE STUDY OF INFLUENCE CORE MATERIALS ON TECHNOLOGICAL PROPERTIES OF UNIVERSAL BENTONITE MOULDING MATERIALS. Matej BEZNÁK, Vladimír HANZEN, Ján VRABEC

THE STUDY OF INFLUENCE CORE MATERIALS ON TECHNOLOGICAL PROPERTIES OF UNIVERSAL BENTONITE MOULDING MATERIALS. Matej BEZNÁK, Vladimír HANZEN, Ján VRABEC THE STUDY OF INFLUENCE CORE MATERIALS ON TECHNOLOGICAL PROPERTIES OF UNIVERSAL BENTONITE MOULDING MATERIALS Mtej BEZNÁK, Vldimír HANZEN, Ján VRABEC Authors: Mtej Beznák, Assoc. Prof. PhD., Vldimír Hnzen,

More information

Re: PCT Minimum Documentation: Updating of the Inventory of Patent Documents According to PCT Rule 34.1

Re: PCT Minimum Documentation: Updating of the Inventory of Patent Documents According to PCT Rule 34.1 C. SCIT 2508 00 August 10, 2000 Re: PCT Minimum Documenttion: Updting of the Inventory of Ptent Documents According to PCT Rule 34.1 Sir, Mdm, The current version of the Inventory of Ptent Documents for

More information

EET 438a Automatic Control Systems Technology Laboratory 5 Control of a Separately Excited DC Machine

EET 438a Automatic Control Systems Technology Laboratory 5 Control of a Separately Excited DC Machine EE 438 Automtic Control Systems echnology bortory 5 Control of Seprtely Excited DC Mchine Objective: Apply proportionl controller to n electromechnicl system nd observe the effects tht feedbck control

More information

CAL. NX15 DUO-DISPLAY QUARTZ

CAL. NX15 DUO-DISPLAY QUARTZ L. NX15 UO-ISPLY QURTZ l nlogue time disply l igitl time nd clendr l hronogrph l Tchymeter l t recll function l lrm l Illuminting light (Electroluminescent pnel) ENGLISH Illuminting light (TIME/LENR mode

More information

Three-Phase Synchronous Machines The synchronous machine can be used to operate as: 1. Synchronous motors 2. Synchronous generators (Alternator)

Three-Phase Synchronous Machines The synchronous machine can be used to operate as: 1. Synchronous motors 2. Synchronous generators (Alternator) Three-Phse Synchronous Mchines The synchronous mchine cn be used to operte s: 1. Synchronous motors 2. Synchronous genertors (Alterntor) Synchronous genertor is lso referred to s lterntor since it genertes

More information

Simulation of Transformer Based Z-Source Inverter to Obtain High Voltage Boost Ability

Simulation of Transformer Based Z-Source Inverter to Obtain High Voltage Boost Ability Interntionl Journl of cience, Engineering nd Technology Reserch (IJETR), olume 4, Issue 1, October 15 imultion of Trnsformer Bsed Z-ource Inverter to Obtin High oltge Boost Ability A.hnmugpriy 1, M.Ishwry

More information

A Slot-Asynchronous MAC Protocol Design for Blind Rendezvous in Cognitive Radio Networks

A Slot-Asynchronous MAC Protocol Design for Blind Rendezvous in Cognitive Radio Networks Globecom 04 - Wireless Networking Symposium A Slot-Asynchronous MAC Protocol Design for Blind Rendezvous in Cognitive Rdio Networks Xingy Liu nd Jing Xie Deprtment of Electricl nd Computer Engineering

More information

Effect of High-speed Milling tool path strategies on the surface roughness of Stavax ESR mold insert machining

Effect of High-speed Milling tool path strategies on the surface roughness of Stavax ESR mold insert machining IOP Conference Series: Mterils Science nd Engineering PAPER OPEN ACCESS Effect of High-speed Milling tool pth strtegies on the surfce roughness of Stvx ESR mold insert mchining Relted content - Reserch

More information

Lab 8. Speed Control of a D.C. motor. The Motor Drive

Lab 8. Speed Control of a D.C. motor. The Motor Drive Lb 8. Speed Control of D.C. motor The Motor Drive Motor Speed Control Project 1. Generte PWM wveform 2. Amplify the wveform to drive the motor 3. Mesure motor speed 4. Mesure motor prmeters 5. Control

More information

DESIGN OF CONTINUOUS LAG COMPENSATORS

DESIGN OF CONTINUOUS LAG COMPENSATORS DESIGN OF CONTINUOUS LAG COMPENSATORS J. Pulusová, L. Körösi, M. Dúbrvská Institute of Robotics nd Cybernetics, Slovk University of Technology, Fculty of Electricl Engineering nd Informtion Technology

More information

Two-Factor Mixed Design

Two-Factor Mixed Design Two-ctor Mixed Design One Between-Subects ctor nd One Within-Subects ctor /7/ -ctor Mixed Design Exercise 9. Ech prticipnt in study ttempts to solve ngrms (ttunesd?), which vry in length: 5,, 7, or 8 letters

More information

A Development of Earthing-Resistance-Estimation Instrument

A Development of Earthing-Resistance-Estimation Instrument A Development of Erthing-Resistnce-Estimtion Instrument HITOSHI KIJIMA Abstrct: - Whenever erth construction work is done, the implnted number nd depth of electrodes hve to be estimted in order to obtin

More information

WHITE PAPER Model 682A05 Bearing Fault Detector: A New Approach for Predicting Catastrophic Machine Failure

WHITE PAPER Model 682A05 Bearing Fault Detector: A New Approach for Predicting Catastrophic Machine Failure WHITE PAPER Model 682A5 Bering Fult Detector: A New Approch for Predicting Ctstrophic Mchine Filure Visit us online t www.imisensors.com TollFree in USA 89594464 766843 TN4 THE MODEL 682A5 BEARING FAULT

More information

Adaptive Network Coding for Wireless Access Networks

Adaptive Network Coding for Wireless Access Networks Adptive Network Coding for Wireless Access Networks Tun Trn School of Electricl Engineering nd Computer Science Oregon Stte University, Corvllis, Oregon 9733 Emil: trntu@eecs.orst.edu Thinh Nguyen School

More information

Math 116 Calculus II

Math 116 Calculus II Mth 6 Clculus II Contents 7 Additionl topics in Integrtion 7. Integrtion by prts..................................... 7.4 Numericl Integrtion.................................... 7 7.5 Improper Integrl......................................

More information

Understanding Basic Analog Ideal Op Amps

Understanding Basic Analog Ideal Op Amps Appliction Report SLAA068A - April 2000 Understnding Bsic Anlog Idel Op Amps Ron Mncini Mixed Signl Products ABSTRACT This ppliction report develops the equtions for the idel opertionl mplifier (op mp).

More information

Design and Modeling of Substrate Integrated Waveguide based Antenna to Study the Effect of Different Dielectric Materials

Design and Modeling of Substrate Integrated Waveguide based Antenna to Study the Effect of Different Dielectric Materials Design nd Modeling of Substrte Integrted Wveguide bsed Antenn to Study the Effect of Different Dielectric Mterils Jgmeet Kour 1, Gurpdm Singh 1, Sndeep Ary 2 1Deprtment of Electronics nd Communiction Engineering,

More information

Impact of Rice Harvest Cutting Height and Ratoon Cropping on Late Season and Overwintering Stem Borer Infestations

Impact of Rice Harvest Cutting Height and Ratoon Cropping on Late Season and Overwintering Stem Borer Infestations Impct of Rice Hrvest Cutting Height nd Rtoon Cropping on Lte Seson nd Overwintering Stem Borer Infesttions Stem oring pests of rice in the Gulf Cost Region (Lepidopter: Crmide) Sugrcne orer Ditre scchrlis

More information

Temporal Secondary Access Opportunities for WLAN in Radar Bands

Temporal Secondary Access Opportunities for WLAN in Radar Bands The 4th Interntionl Symposium on Wireless Personl Multimedi Communictions WPMC'), Temporl Secondry Access Opportunities for WLAN in Rdr Bnds Miurel Tercero, Ki Won Sung, nd Jens Znder Wireless@KTH, Royl

More information

Area-Time Efficient Digit-Serial-Serial Two s Complement Multiplier

Area-Time Efficient Digit-Serial-Serial Two s Complement Multiplier Are-Time Efficient Digit-Seril-Seril Two s Complement Multiplier Essm Elsyed nd Htem M. El-Boghddi Computer Engineering Deprtment, Ciro University, Egypt Astrct - Multipliction is n importnt primitive

More information

& Y Connected resistors, Light emitting diode.

& Y Connected resistors, Light emitting diode. & Y Connected resistors, Light emitting diode. Experiment # 02 Ojectives: To get some hndson experience with the physicl instruments. To investigte the equivlent resistors, nd Y connected resistors, nd

More information

A Cluster-based TDMA System for Inter-Vehicle Communications *

A Cluster-based TDMA System for Inter-Vehicle Communications * JOURNAL OF INFORMATION SCIENCE AND ENGINEERING 30, 213-231 (2014) A Cluster-bsed TDMA System for Inter-Vehicle Communictions * Deprtment of Electricl Engineering Ntionl Sun Yt-Sen University Kohsiung,

More information

Solutions to exercise 1 in ETS052 Computer Communication

Solutions to exercise 1 in ETS052 Computer Communication Solutions to exercise in TS52 Computer Communiction 23 Septemer, 23 If it occupies millisecond = 3 seconds, then second is occupied y 3 = 3 its = kps. kps If it occupies 2 microseconds = 2 6 seconds, then

More information

PROGRAMMING MANUAL MTMA/01 MTMV/01 FB00329-EN

PROGRAMMING MANUAL MTMA/01 MTMV/01 FB00329-EN RMMING MNUL MTM/01 MTMV/01 FB00329-EN Generl precutions Red the instructions crefully efore eginning the instlltion nd crry out the ctions s specified y the mnufcturer. The instlltion, progrmming, commissioning

More information

Kirchhoff s Rules. Kirchhoff s Laws. Kirchhoff s Rules. Kirchhoff s Laws. Practice. Understanding SPH4UW. Kirchhoff s Voltage Rule (KVR):

Kirchhoff s Rules. Kirchhoff s Laws. Kirchhoff s Rules. Kirchhoff s Laws. Practice. Understanding SPH4UW. Kirchhoff s Voltage Rule (KVR): SPH4UW Kirchhoff s ules Kirchhoff s oltge ule (K): Sum of voltge drops round loop is zero. Kirchhoff s Lws Kirchhoff s Current ule (KC): Current going in equls current coming out. Kirchhoff s ules etween

More information

(CATALYST GROUP) B"sic Electric"l Engineering

(CATALYST GROUP) Bsic Electricl Engineering (CATALYST GROUP) B"sic Electric"l Engineering 1. Kirchhoff s current l"w st"tes th"t (") net current flow "t the junction is positive (b) Hebr"ic sum of the currents meeting "t the junction is zero (c)

More information

PB-735 HD DP. Industrial Line. Automatic punch and bind machine for books and calendars

PB-735 HD DP. Industrial Line. Automatic punch and bind machine for books and calendars PB-735 HD DP Automtic punch nd bind mchine for books nd clendrs A further step for the utomtion of double loop binding. A clever nd flexible mchine ble to punch nd bind in line up to 9/16. Using the best

More information

Section 2.2 PWM converter driven DC motor drives

Section 2.2 PWM converter driven DC motor drives Section 2.2 PWM converter driven DC motor drives 2.2.1 Introduction Controlled power supply for electric drives re obtined mostly by converting the mins AC supply. Power electronic converter circuits employing

More information

SULFITE PULPS FROM SEVERAL SOUTHERN HARDWOODS

SULFITE PULPS FROM SEVERAL SOUTHERN HARDWOODS AGRICULTURE RM SULFITE PULPS FRM SEVERAL SUTHERN HARDWDS July 1942 (RP UNITED STATES DEPARTMENT F AGRICULTURE LFREST SERVICE, FREST PRDUCTS LABRATRY L;-- Mdison, Wisconsin In Coopertion with the University

More information

MEASURE THE CHARACTERISTIC CURVES RELEVANT TO AN NPN TRANSISTOR

MEASURE THE CHARACTERISTIC CURVES RELEVANT TO AN NPN TRANSISTOR Electricity Electronics Bipolr Trnsistors MEASURE THE HARATERISTI URVES RELEVANT TO AN NPN TRANSISTOR Mesure the input chrcteristic, i.e. the bse current IB s function of the bse emitter voltge UBE. Mesure

More information

BP-P2P: Belief Propagation-Based Trust and Reputation Management for P2P Networks

BP-P2P: Belief Propagation-Based Trust and Reputation Management for P2P Networks BP-PP: Belief Propgtion-Bsed Trust nd Reputtion Mngement for PP Networs Ermn Aydy School of Electricl nd Comp. Eng. Georgi Institute of Technology Atlnt, GA 333, USA Emil: eydy@gtech.edu Frmrz Feri School

More information

* TURNING SPACE ROLLED CURB SIDEWALK RAMP TYPE R (ROLLED SIDES) * TURNING SPACE ** RAMP

* TURNING SPACE ROLLED CURB SIDEWALK RAMP TYPE R (ROLLED SIDES) * TURNING SPACE ** RAMP * MXIMUM TURNING SPCE IS 2.0% IN ECH DIRECTION OF TRVEL. MINIMUM DIMENSIONS 5' x 5'. SEE NOTES. ** MXIMUM RMP CROSS IS 2.0%, RUNNING 5% - 7% (8.3% MXIMUM). SEE NOTES. "NON-WLKING" RE * TURNING SPCE 24"

More information

Soft switched DC-DC PWM Converters

Soft switched DC-DC PWM Converters Soft switched DC-DC PWM Converters Mr.M. Prthp Rju (), Dr. A. Jy Lkshmi () Abstrct This pper presents n upgrded soft switching technique- zero current trnsition (ZCT), which gives better turn off chrcteristics

More information

ISSCC 2006 / SESSION 21 / ADVANCED CLOCKING, LOGIC AND SIGNALING TECHNIQUES / 21.5

ISSCC 2006 / SESSION 21 / ADVANCED CLOCKING, LOGIC AND SIGNALING TECHNIQUES / 21.5 21.5 A 1.1GHz Chrge-Recovery Logic Visvesh Sthe, Jung-Ying Chueh, Mrios Ppefthymiou University of Michign, Ann Aror, MI Boost Logic is chrge-recovery circuit fmily cple of operting t GHz-clss frequencies

More information