Research on control algorithm of high voltage circuit breaker three phase permanent magnet brushless DC motor
|
|
- John Wilcox
- 5 years ago
- Views:
Transcription
1 4th Internatonal Conference on Mechancal Materals and Manufacturng Engneerng (MMME 06) Research on control algorthm of hgh voltage crcut breaker three phase permanent magnet brushless DC motor Fucheng Lang Electrc Power Research Insttute of State Grd Laonng Electrc Power Co., Ltd., Shenyang, Laonng, 0006, Chna Hgh Voltage and Large Current Laboratory of State Grd Corporaton, Shenyang, Laonng, 0006, Chna Hongku Zhang CCTEG Shenyang Research Insttute, Fushun, Laonng,, Chna ABSTRACT: Amng at the hgh voltage crcut breaker three-phase permanent magnet brushless DC motor, ths paper studes the moton characterstcs of the motor operatng mechansm under dfferent control strateges. Consderng the swtchng operaton process of hgh voltage crcut breaker, we establshed the permanent magnet brushless DC motor operatng mechansm moton smulaton model of the control system. It was controlled by the dgtal double closed loop and the nner s current loop, where a PI controller s adopted. The outer rng s speed rng, whch was controlled by two dfferent control strateges, the tradtonal PID controller and sngle neuron PID controller. Through the smulaton analyss of servo control system, the trackng control performance of the motor operatng mechansm s obtaned. The results show that the sngle neuron PID controller can acheve better trackng control of the contact speed, makng t movng by the deal moton characterstc curve. It s an deal and effectve control method. KEYWORD: hgh voltage crcut breaker; brushless DC motor; tradtonal PID controller; sngle neuron PID controller complex transmsson mechansm. It has lttle movement parts and small movement dsperson. The development of power electroncs technology and modern control theory has realzed the precse control of motor speed, whch provdes the possblty for the relable control of the hgh voltage crcut breaker brushless DC motor operatng mechansm. INTRODUCTION In power system, the breaker nterruptng capacty has great dfference due to the hgh voltage crcut breaker has dfferent actual crcut parameters under dfferent workng state of the power system (such as no-load, load and short crcut fault). Dfferent voltage level crcut breakers have dfferent openng and closng characterstcs n the same workng condton. Tradtonal hgh voltage crcut breaker operatng mechansm adopts sprng, hydraulc or pneumatc technology, whch has many connectng rods and complcated structure, the cumulatve movement tolerance s large and the response s slow. It s dffcult to acheve relable control of the contact movement. The crcut breaker stroke s very short and openng and closng tme s only a few tens of ms. The speedness and controllablty of operatng mechansm are drectly related to whether the contact can be acted by the predetermned speed curve and the nterruptng capacty and relablty of breaker. The permanent magnet brushless DC motor operatng mechansm connected the motor spndle wth the operatng rod, whch can drectly drve crcut breaker man shaft movng and remove the 06. The authors - Publshed by Atlants Press PERMANENT MAGNET BRUSHLESS DC MOTOR. Overall structure Ths paper ams at 40.5 kv vacuum crcut breaker developed a permanent magnet brushless DC motor operatng mechansm, as shown n Fgure. The motor operatng mechansm and nsulatng pull rod n arc extngush chamber are connected by a set of a four bar lnkage mechansm, whch composed by a rotatng shaft, a crank arm, a sprng contact, nsulatng pull rod and a trangular turn arm. The operatng mechansm of the motor s drven by the four connectng rod mechansm to drve the nsulatng pull rod to realze the openng and closng operaton of the crcut breaker. 89
2 Fg structure drawng of permanent magnet brushless DC motor operatng mechansm. Mathematcal model The overall structure of the permanent magnet brushless DC motor of hgh voltage crcut breaker s shown n Fgure, whch s manly composed of a permanent magnet brushless DC motor, a lmt devce and a photoelectrc encoder. The drvng moton of hgh voltage crcut breaker s generated by the motor body and t can acheve the hold functon by usng the lmt devce n openng and closng poston. Meanwhle, photoelectrc encoder s adopted to detect the rotor poston and provde poston feedback for servo system to realze the precse control of motor moton process. Fg structure drawng of permanent magnet brushless DC motor In order to hghlght the man problems n the analyss of the dynamc mathematcal model of the brushless DC motor, we do the followng assumptons: the stator wndng s 60 phase wth full ptch concentrated wndng, Y-type connecton; neglect of magnetc saturaton, regardless of hysteress and eddy current losses; rotor wthout dampng wndng, permanent magnet not forms the dampng effect; 4 wthout consderng the armature reacton, the ar gap magnetc feld dstrbuton s a trapezodal wave, wde flat top s0 electrcal degrees. () Torque equaton θp s coordnates poston at a certan pont on ar gap crcumference, θ s rotor angular dsplacement wth respect to the orgnal poston. The magnetc nducton ntensty of rotor n the ar gap crcumference θp s: Br( p, ) Bm f( p ) () In the above equaton, Bm s magnetc flux densty ampltude; f (θ) s the dstrbuton functon of rotor flux densty, whch form s determned by the structure of the motor and ts value s merely nfluenced by stator and rotor relatve poston (θpθ). At the same tme, t s obvous that f s a perodc functon due to the symmetry structure of the motor. Accordng to the structure of the motor, the magnetc nducton ntensty generated by rotor on crcumference ar gap of each phase wndng can be obtaned. Thus, the electromagnetc force of conductors s as follows: Ta nrbala labm T nrb l l B f 60 () b b b b m Tc nrbclc lcbm f 0 In the above equaton, Ta, Tb, Tc s electromagnetc torque of each phase wndng, a, b, c s current n the conductor, l s the effectve length of conductor. () Electrc potental balance equaton The counter electromotve force of each phase wndng s shown as followngs: ea Balv lrbm f eb Bblv lrbm 60 ec Bclv lrbm 0 () In the above equaton, r s the effectve radus of motor rotor; w s angular velocty of rotor. The electrc potental balance equaton s shown as followngs. ua L M M a r 0 0a ea u b M L M P b 0 r 0 b eb u M M L 0 0 r c c c e c (4) In the above equaton, L s the self nductance of each phase wndng (H); M s the mutual nductance between the two phases; P s dfferental operator P =d/dt. () Motor knematc equaton Motor knematc equatons satsfy the followng equaton: d Tem Tl J dt d dt (5) In the above equaton, Tem s electromagnetc torque; T s load torque; J s rotatonal nerta of rotor; θ s revolvng angels of motor CONTROL STRATEGY AND METHOD RESEARCH The openng and closng operaton movement of hgh voltage crcut breaker s a process of short tme, large nerta, nonlnear and varable load. Amng at motor operatng mechansm control strategy analyss and based on the tradtonal PID 80
3 control theory, the ntellgent control theory s ntroduced n ths paper.. Speed characterstcs of the motor under the control of tradtonal PID In dgtal double closed loop of the hgh voltage crcut breaker movng contact movement control, the speed adjustment uses the ncremental PID control algorthm to obtan the best dynamc effect. The output speed s the reference value of the current, and the calculaton formula s as follows: Iref ( k) Iref ( k) ( KPI KIITI KDI / TV ) e( k) (6) ( K K / T ) e( k) K e( k)/ T PI DI V DI V In the above equaton, Iref(k) s speed adjustment output and the current adjustment reference value; KPI s velocty rato coeffcent; KII s velocty ntegral coeffcent; KDI s dfferental coeffcent of velocty; TV s samplng perod of speed; e(k) s rate devaton for the K tmes. The regulaton of current s a new process of PWM producton. The average value of current can be adjusted by adjustng the wdth of the PWM waveform, and the wdth of the PWM waveform s acheved by adjustng DSP event manager and the comparson value of the COMP event manager. Its algorthm formula s as follows: COMP( k) COMP( k ) KPV[ e( k) e( k )] SK T e( k) IV I (7) In the above equaton, COMP(k) s current adjustment output; e(k) s current devaton; KPV s current rato coeffcent; KIV current ntegral coeffcent; S s ntegral separaton swtch, f e(k) <ξ, S=. If e(k) ξ, S=0; T s current regulaton perod Amng at the openng and closng process of hgh voltage crcut breaker, the modelng of the brushless DC motor actuator control system was establshed. The system smulaton model s shown n Fgure. Fg Smulaton module of control system usng routne PID controller The smulaton results are shown n fgure 4. From the results, we can see that system at later perod has a bg devaton. The tradtonal PID controller n orgnal system s replaced by sngle neuron adaptve PID controller and fuzzy adaptve PID controller and other ntellgent controllers n outer loop speed regulatng devce of the system. The hope s that through the further mprovement of the control algorthm to mprove the effectveness of the trackng. (a) Closng process (b) Operatng process Fg4 Smulaton curve of speed trackng control usng routne PID controller. Temperature Rse Sngle neuron adaptve controller acheves the adaptve functon by adjustng the regulator weghts of proporton, ntegral, dfferental. The adjustment of the weght coeffcent s based on supervsed Hebb learnng rule. Neurons have nput varables x (k) (=,, ), the nput of the converter reflects the devaton state of desred output and the controlled gven. If settng gven s yr (k), output s y (k), devaton s e (k), and x, X, X s the requred state after the converter nto neuron learnng control, where x = e (k), x (k) = Δ e (k), X (k) = e(k) -e (k-) + e (k-), Z (k) = e (k). They are performance ndexes. Neurons produce control sgnal by an assocatve search, namely the output sgnal u(k) of adaptve neuron s: uk uk K w k x k (8) 8
4 Among t: w(k) s the correspondng weghts coeffcent of x(k), K s proportonalty coeffcent of neurons, K>0. yk uk s usually unknown n PID control algorthm, yk uk s used nstead. The resultng mprecse effects can be compensated by adjustng the learnng rate η. After the normalzaton of the above algorthm, the learnng algorthm s as follows: shown n Fgure 6. From the smulaton results, we can see that system speed trackng s mproved to some extent, but trackng error s large at hgh speed. For applcatons of crcut breaker movng contact movement control, sngle neuron PID has some dsadvantages n terms of stablty and accuracy. It should be combned wth other control algorthms, such as ntroducng feed forward controller based on orgnal sngle neuron PID controller to mprove the dsadvantages of poor rapdty and bg overshoot or other control algorthms. u w w w w ' k u k K w k x k ' w k k,,, w k k w k Kz k x k k w k Kz k x k k w k Kz k x k x, x 0, x 0 I P D y k u k y k u k y k u k (9) Based on the permanent magnet brushless DC motor and the establshed sngle neuron controller model, and amng at the openng and closng process of hgh voltage crcut breaker, the modelng of contact moton control system was establshed here. System structure s shown n Fgure 5. (a) Closng process (b) Operatng process Fg6 Smulaton curve of speed trackng control usng sngleneuron PID controller Fg5 The structure chart of of speed trackng system usng sngle-neuron PID controller 4 SIMULATION ANALYSIS OF HIGH VOLTAGE CIRCUIT BREAKER THREE PHASE MOTOR MECHANISM IN COAL MINE 4. Smulaton of motor mechansm The sngle neuron PID controller s embedded n the contact moton control system to nstead of the tradtonal PID controller n the speed loop. The control system s smulated and the results are 4. Error analyss From above fgures, we can see that tradtonal PID has large error n the process of openng and closng operaton, especally n the closng stage, whch has maxmum error. Sngle neuron PID tracks better n early perod of openng and closng operaton and low fluctuatons of error curve n the process of openng and closng operaton, especally the closng operaton velocty trackng curve and the gven curves almost concde. Therefore, the sngle neuron PID controller has hgh stablty and good trackng performance, and t s an deal choce for the servo system smulaton analyss of the hgh voltage 8
5 crcut breaker brushless DC motor operatng mechansm control system. 5 CONCLUSION By analyzng the smulaton results of hgh voltage crcut breaker motor operaton mechansm control system, t proves that the fuzzy adaptve PID controller n the realzaton of hgh voltage crcut breaker brushless DC motor operatng mechansm velocty trackng smulaton has good response characterstc and hgh trackng accuracy, whch s the deal choce for speed trackng control system. The research results of ths paper provde references for the motor operaton mechansm movement control and velocty trackng ACKNOWLEDGEMENTS Ths work s supported by CCTEG Shenyang Research Insttute scence& technology nnovaton fund (0MS04), (04QN05). REFERENCES LI Yusheng, HAO Fengnan. Sealed pole and pourng technque of vacuum crcut breaker[j]. Electrc Engneerng, 008 ():6-6. LI Janj. Applcaton of sold sealed pole technology nvacuum crcut breaker[j]. Popular Utlzaton of Electrcty, 005 (4):-. ZHANG Hong-te, JIANG Guan-yu, FENG Xang-we. Improvement of a Knd of Sold-Insulaton-Embedded Pole Outlet Lne Structure[J]. Electrotechncs Electrc,, 04 ():5-5. ZHOU Le,PAN Huang.Bref Analyss on Several Prncpal Sold Insulaton Embedded Vacuum Crcut Breakers[J]. East Chna Electrc Power,00(8): YANG We-y, XU Zhong.Techncal Research and Development of Mne Flameproof Hgh voltage Vacuum Dstrbuton Unt [J]. Collery Mechancal & Electrcal Technology, 008 (): ZHOU Ybo,WAN Swe,ZENG Xanwen,LI Shunyao, ZHONG Shje. Cause Analyss of a 0 kv GIS Leakage and Dsc Insulator Breakage[J]. Guangdong Electrc Power, 0 (5): 8-. YAO Qang, WANG Yong,LIU Yong.The Applcaton of Impurty Analyss of SF6 for Fault Dagnoss of GIS[J].Hgh Voltage Appratus,00,46(5):5-8. ZOU J-yan,DUAN Xong-yng,LUO Yan.Onlne Montorng System of Intellgent Vacuum Crcut Breakers[J]. 00 ():-4. 8
INSTANTANEOUS TORQUE CONTROL OF MICROSTEPPING BIPOLAR PWM DRIVE OF TWO-PHASE STEPPING MOTOR
The 5 th PSU-UNS Internatonal Conference on Engneerng and 537 Technology (ICET-211), Phuket, May 2-3, 211 Prnce of Songkla Unversty, Faculty of Engneerng Hat Ya, Songkhla, Thaland 9112 INSTANTANEOUS TORQUE
More informationResearch on Controller of Micro-hydro Power System Nan XIE 1,a, Dezhi QI 2,b,Weimin CHEN 2,c, Wei WANG 2,d
Advanced Materals Research Submtted: 2014-05-13 ISSN: 1662-8985, Vols. 986-987, pp 1121-1124 Accepted: 2014-05-19 do:10.4028/www.scentfc.net/amr.986-987.1121 Onlne: 2014-07-18 2014 Trans Tech Publcatons,
More informationTime-frequency Analysis Based State Diagnosis of Transformers Windings under the Short-Circuit Shock
Tme-frequency Analyss Based State Dagnoss of Transformers Wndngs under the Short-Crcut Shock YUYING SHAO, ZHUSHI RAO School of Mechancal Engneerng ZHIJIAN JIN Hgh Voltage Lab Shangha Jao Tong Unversty
More informationSensors for Motion and Position Measurement
Sensors for Moton and Poston Measurement Introducton An ntegrated manufacturng envronment conssts of 5 elements:- - Machne tools - Inspecton devces - Materal handlng devces - Packagng machnes - Area where
More informationMicro-grid Inverter Parallel Droop Control Method for Improving Dynamic Properties and the Effect of Power Sharing
2015 AASRI Internatonal Conference on Industral Electroncs and Applcatons (IEA 2015) Mcro-grd Inverter Parallel Droop Control Method for Improvng Dynamc Propertes and the Effect of Power Sharng aohong
More informationResearch of Dispatching Method in Elevator Group Control System Based on Fuzzy Neural Network. Yufeng Dai a, Yun Du b
2nd Internatonal Conference on Computer Engneerng, Informaton Scence & Applcaton Technology (ICCIA 207) Research of Dspatchng Method n Elevator Group Control System Based on Fuzzy Neural Network Yufeng
More informationControl of Chaos in Positive Output Luo Converter by means of Time Delay Feedback
Control of Chaos n Postve Output Luo Converter by means of Tme Delay Feedback Nagulapat nkran.ped@gmal.com Abstract Faster development n Dc to Dc converter technques are undergong very drastc changes due
More informationOpen Access Research on PID Controller in Active Magnetic Levitation Based on Particle Swarm Optimization Algorithm
Send Orders for Reprnts to reprnts@benthamscence.ae 1870 The Open Automaton and Control Systems Journal, 2015, 7, 1870-1874 Open Access Research on PID Controller n Actve Magnetc Levtaton Based on Partcle
More informationResearch on Peak-detection Algorithm for High-precision Demodulation System of Fiber Bragg Grating
, pp. 337-344 http://dx.do.org/10.1457/jht.014.7.6.9 Research on Peak-detecton Algorthm for Hgh-precson Demodulaton System of Fber ragg Gratng Peng Wang 1, *, Xu Han 1, Smn Guan 1, Hong Zhao and Mngle
More informationActive and Reactive Power Control of DFIG for Wind Energy Conversion Using Back to Back Converters (PWM Technique)
World Essays Journal / 4 (1): 45-50, 2016 2016 Avalable onlne at www. worldessaysj.com Actve and Reactve Power Control of DFIG for Wnd Energy Converson Usng Back to Back Converters (PWM Technque) Mojtaba
More informationThe PWM speed regulation of DC motor based on intelligent control
Avalable onlne at www.scencedrect.com Systems Engneerng Proceda 3 (22) 259 267 The 2 nd Internatonal Conference on Complexty Scence & Informaton Engneerng The PWM speed regulaton of DC motor based on ntellgent
More informationUncertainty in measurements of power and energy on power networks
Uncertanty n measurements of power and energy on power networks E. Manov, N. Kolev Department of Measurement and Instrumentaton, Techncal Unversty Sofa, bul. Klment Ohrdsk No8, bl., 000 Sofa, Bulgara Tel./fax:
More informationPower Distribution Strategy Considering Active Power Loss for DFIGs Wind Farm
Journal of Power and Energy Engneerng, 014,, 13-19 Publshed Onlne Aprl 014 n cres. http://www.scrp.org/journal/jpee http://dx.do.org/10.436/jpee.014.4030 Power Dstrbuton trategy Consderng Actve Power Loss
More informationTransformer winding modal parameter identification based on poly-reference least-square complex frequency domain method
Internatonal Conference on Advanced Electronc Scence and Technology (AEST 2016) Transformer wndng modal parameter dentfcaton based on poly-reference least-square complex frequency doman method Yanng L
More informationImplementation of Fan6982 Single Phase Apfc with Analog Controller
Internatonal Journal of Research n Engneerng and Scence (IJRES) ISSN (Onlne): 2320-9364, ISSN (Prnt): 2320-9356 Volume 5 Issue 7 ǁ July. 2017 ǁ PP. 01-05 Implementaton of Fan6982 Sngle Phase Apfc wth Analog
More informationantenna antenna (4.139)
.6.6 The Lmts of Usable Input Levels for LNAs The sgnal voltage level delvered to the nput of an LNA from the antenna may vary n a very wde nterval, from very weak sgnals comparable to the nose level,
More informationFigure.1. Basic model of an impedance source converter JCHPS Special Issue 12: August Page 13
A Hgh Gan DC - DC Converter wth Soft Swtchng and Power actor Correcton for Renewable Energy Applcaton T. Selvakumaran* and. Svachdambaranathan Department of EEE, Sathyabama Unversty, Chenna, Inda. *Correspondng
More informationClosed Loop Topology of Converter for Variable Speed PMSM Drive
Closed Loop Topology of Converter for Varable Speed PMSM Drve Devang B Parmar Assstant Professor Department of Electrcal Engneerng V.V.P Engneerng College,Rajkot, Gujarat, Inda Abstract- The dscontnuous
More informationA method to reduce DC-link voltage fluctuation of PMSM drive system with reduced DC-link capacitor
Internatonal Conference on Advanced Electronc Scence and Technology (AEST 2016) A method to reduce DClnk voltage fluctuaton of PMSM drve system wth reduced DClnk capactor a Ke L, Y Wang, Hong Wang and
More informationTECHNICAL NOTE TERMINATION FOR POINT- TO-POINT SYSTEMS TN TERMINATON FOR POINT-TO-POINT SYSTEMS. Zo = L C. ω - angular frequency = 2πf
TECHNICAL NOTE TERMINATION FOR POINT- TO-POINT SYSTEMS INTRODUCTION Because dgtal sgnal rates n computng systems are ncreasng at an astonshng rate, sgnal ntegrty ssues have become far more mportant to
More informationSMALL POWER GENERATOR FOR WIND POWER PLANTS
Zeszyty Problemowe Maszyny Elektryczne Nr 8/29 9 Karel hmelík, Stanslav Mšák Techncal Unversty of Ostrava, Ostrava SMALL POWER GENERATOR FOR WND POWER PLANTS GENERATORY MAŁEJ MOY DO ELEKTROWN WATROWYH
More informationHassan II University, Casablanca, Morocco
Internatonal Journal of Enhanced Research n Scence Technology & Engneerng, ISSN: 2319-7463 Vol. 3 Issue 4, Aprl-214, pp: (321-332), Impact Factor: 1.22, Avalable onlne at: www.erpublcatons.com Comparson
More informationWalsh Function Based Synthesis Method of PWM Pattern for Full-Bridge Inverter
Walsh Functon Based Synthess Method of PWM Pattern for Full-Brdge Inverter Sej Kondo and Krt Choesa Nagaoka Unversty of Technology 63-, Kamtomoka-cho, Nagaoka 9-, JAPAN Fax: +8-58-7-95, Phone: +8-58-7-957
More informationCalculation of the received voltage due to the radiation from multiple co-frequency sources
Rec. ITU-R SM.1271-0 1 RECOMMENDATION ITU-R SM.1271-0 * EFFICIENT SPECTRUM UTILIZATION USING PROBABILISTIC METHODS Rec. ITU-R SM.1271 (1997) The ITU Radocommuncaton Assembly, consderng a) that communcatons
More informationA control strategy for grid-side converter of DFIG under unbalanced condition based on Dig SILENT/Power Factory
IOP Conference Seres: Earth and Envronmental Scence PAPER OPEN ACCESS A control strategy for grdsde converter of DFIG under unbalanced condton based on Dg SILENT/Power Factory To cte ths artcle: Pngpng
More informationStudy on Shunt Active Power Filter with Improved Control Method Yaheng Ren1,a*, Xiaozhi Gao2,b, Runduo Wang3,c
Internatonal Conference on Advances n Energy and Envronmental Scence (ICAEES 015) Study on Shunt Actve Power Flter wth Improved Control Method Yaheng Ren1,a*, Xaozh Gao,b, Runduo Wang3,c 1 Insttute of
More informationThe Research Method of Prevention Transformer Differential Protection Misoperation Caused by the Sympathetic Inrush
The Research Method of Preventon Transformer Dfferental Protecton Msoperaton Caused by the Sympathetc Inrush Jngbn Yang 1, Dalong Fu 2, Youwen Tan *3, Yuwe L 4. Shenyang Agrcultural Unversty, Shenyang
More informationImplementation of Adaptive Neuro Fuzzy Inference System in Speed Control of Induction Motor Drives
J. Intellgent Learnng Systems & Applcatons, 00, : 0-8 do:0.436/jlsa.00.04 Publshed Onlne May 00 (http://www.scrp.org/journal/jlsa) Implementaton of Adaptve Neuro Fuzzy Inference System n Speed Control
More informationPneumatic-Piezoelectric Hybrid Vibration Suppression For a Flexible Translating Beam Using Adaptive Fuzzy Sliding Mode Control Algorithm
Pneumatc-Pezoelectrc Hybrd Vbraton Suppresson For a Flexble Translatng Beam Usng Adaptve Fuzzy Sldng Mode Control Algorthm Zh-cheng Qu School of Mechancal and Automotve Engneerng, South Chna Unversty of
More informationD-STATCOM Optimal Allocation Based On Investment Decision Theory
Internatonal Conference on Computer Engneerng, Informaton Scence & Applcaton Technology (ICCIA 2016) D-STATCOM Optmal Allocaton Based On Investment Decson Theory Yongjun Zhang1, a, Yfu Mo1, b and Huazhen
More informationModelling and performance analysis of dual-channel switched reluctance motor
RCHIVES OF ELECRICL ENGINEERING VOL. 64 pp. 89-05 05 DOI 0.55/aee-05-0009 Modellng and performance analyss of dual-channel swtched reluctance motor PIOR OGUSZ MRIUSZ KORKOSZ JN PROKOP Rzeszow Unversty
More informationPrediction of the No-Load Voltage Waveform of Laminated Salient-Pole Synchronous Generators
Predcton of the o-load Voltage Waveform of Lamnated Salent-Pole Synchronous Generators S. Keller M. Tu Xuan J.-J Smond Member IEEE Ecole Polytechnque Fédérale de Lausanne (EPFL) Laboratore de Machnes Electrques
More informationA New Type of Weighted DV-Hop Algorithm Based on Correction Factor in WSNs
Journal of Communcatons Vol. 9, No. 9, September 2014 A New Type of Weghted DV-Hop Algorthm Based on Correcton Factor n WSNs Yng Wang, Zhy Fang, and Ln Chen Department of Computer scence and technology,
More informationAdaptive Fuzzy Sliding Controller with Dynamic Compensation for Multi-Axis Machining
J. Software Engneerng & Applcatons, 009, : 88-94 do:10.436/jsea.009.4037 Publshed Onlne November 009 (http://www.scrp.org/journal/jsea) Adaptve Fuzzy Sldng Controller wth Dynamc Compensaton for Mult-Axs
More informationMTBF PREDICTION REPORT
MTBF PREDICTION REPORT PRODUCT NAME: BLE112-A-V2 Issued date: 01-23-2015 Rev:1.0 Copyrght@2015 Bluegga Technologes. All rghts reserved. 1 MTBF PREDICTION REPORT... 1 PRODUCT NAME: BLE112-A-V2... 1 1.0
More informationIEE Electronics Letters, vol 34, no 17, August 1998, pp ESTIMATING STARTING POINT OF CONDUCTION OF CMOS GATES
IEE Electroncs Letters, vol 34, no 17, August 1998, pp. 1622-1624. ESTIMATING STARTING POINT OF CONDUCTION OF CMOS GATES A. Chatzgeorgou, S. Nkolads 1 and I. Tsoukalas Computer Scence Department, 1 Department
More informationShunt Active Filters (SAF)
EN-TH05-/004 Martt Tuomanen (9) Shunt Actve Flters (SAF) Operaton prncple of a Shunt Actve Flter. Non-lnear loads lke Varable Speed Drves, Unnterrupted Power Supples and all knd of rectfers draw a non-snusodal
More informationNATIONAL RADIO ASTRONOMY OBSERVATORY Green Bank, West Virginia SPECTRAL PROCESSOR MEMO NO. 25. MEMORANDUM February 13, 1985
NATONAL RADO ASTRONOMY OBSERVATORY Green Bank, West Vrgna SPECTRAL PROCESSOR MEMO NO. 25 MEMORANDUM February 13, 1985 To: Spectral Processor Group From: R. Fsher Subj: Some Experments wth an nteger FFT
More informationDesign of Shunt Active Filter for Harmonic Compensation in a 3 Phase 3 Wire Distribution Network
Internatonal Journal of Research n Electrcal & Electroncs Engneerng olume 1, Issue 1, July-September, 2013, pp. 85-92, IASTER 2013 www.aster.com, Onlne: 2347-5439, Prnt: 2348-0025 Desgn of Shunt Actve
More informationDesigning Intelligent Load-Frequency Controllers for Large-Scale Multi-Control-Area Interconnected Power Systems
September 214, Vol. 1, No. 1 Desgnng Intellgent Load-Frequency Controllers for Large-Scale Mult-Control- Interconnected Power Systems Nguyen Ngoc-Khoat 1,2,* 1 Faculty of Automaton Technology, Electrc
More informationRC Filters TEP Related Topics Principle Equipment
RC Flters TEP Related Topcs Hgh-pass, low-pass, Wen-Robnson brdge, parallel-t flters, dfferentatng network, ntegratng network, step response, square wave, transfer functon. Prncple Resstor-Capactor (RC)
More informationA Feasible Approach to the Evaluation of the Tractions of Vehicle Wheels Driven by DC Motors
A Feasble Approach to the Evaluaton of the Tractons of Vehcle Wheels Drven by DC Motors Jeh-Shan Young Insttute of Vehcle Engneerng, Natonal Changhua Unversty of Educaton Changhua, Tawan, R.O.C. and Sheng-You
More informationModeling and Control of a Cascaded Boost Converter for a Battery Electric Vehicle
Modelng and Control of a Cascaded Boost Converter for a Battery Electrc Vehcle A. Ndtoungou, Ab. Hamad, A. Mssandaand K. Al-Haddad, Fellow member, IEEE EPEC 202 OCTOBER 0-2 Introducton contents Comparson
More informationTwo-Phase Asynchronous Motor - Simulation and Measurement
Zeszyty problemowe Maszyny Elektryczne Nr 1/13 cz. II 5 Želmíra Ferková, Ján Kaňuch Techncal Unversty of Košce Two-Phase Asynchronous Motor - Smulaton and Measurement Abstract: The paper addresses modellng
More informationA Preliminary Study on Targets Association Algorithm of Radar and AIS Using BP Neural Network
Avalable onlne at www.scencedrect.com Proceda Engneerng 5 (2 44 445 A Prelmnary Study on Targets Assocaton Algorthm of Radar and AIS Usng BP Neural Networ Hu Xaoru a, Ln Changchuan a a Navgaton Insttute
More informationTo: Professor Avitabile Date: February 4, 2003 From: Mechanical Student Subject: Experiment #1 Numerical Methods Using Excel
To: Professor Avtable Date: February 4, 3 From: Mechancal Student Subject:.3 Experment # Numercal Methods Usng Excel Introducton Mcrosoft Excel s a spreadsheet program that can be used for data analyss,
More informationController Design Using Coefficient Diagram Methods for Matrix Converter Based Unified Power Flow Controllers
APSAEM Journal of the Japan Socety of Appled Electromagnetcs and Mechancs Vol., No.3 (03) Regular Paper Controller Desgn Usng Coeffcent Dagram Methods for Matrx Converter Based Unfed Power Flow Controllers
More informationStatic Voltage and Frequency Regulation of Standalone Wind Energy Conversion System
Indan Journal of Scence and Technology, Vol 9(29), DOI: 10.17485/jst/2016/v929/79403, August 2016 ISSN (Prnt) : 0974-6846 ISSN (Onlne) : 0974-5645 Statc Voltage and Frequency Regulaton of Standalone Wnd
More informationSTUDY OF MATRIX CONVERTER BASED UNIFIED POWER FLOW CONTROLLER APPLIED PI-D CONTROLLER
Journal of Engneerng Scence and Technology Specal Issue on Appled Engneerng and Scences, October (214) 3-38 School of Engneerng, Taylor s Unversty STUDY OF MATRIX CONVERTER BASED UNIFIED POWER FLOW CONTROLLER
More informationTraffic balancing over licensed and unlicensed bands in heterogeneous networks
Correspondence letter Traffc balancng over lcensed and unlcensed bands n heterogeneous networks LI Zhen, CUI Qme, CUI Zhyan, ZHENG We Natonal Engneerng Laboratory for Moble Network Securty, Bejng Unversty
More informationVoltage Quality Enhancement and Fault Current Limiting with Z-Source based Series Active Filter
Research Journal of Appled Scences, Engneerng and echnology 3(): 246-252, 20 ISSN: 2040-7467 Maxwell Scentfc Organzaton, 20 Submtted: July 26, 20 Accepted: September 09, 20 Publshed: November 25, 20 oltage
More informationTHEORY OF YARN STRUCTURE by Prof. Bohuslav Neckář, Textile Department, IIT Delhi, New Delhi. Compression of fibrous assemblies
THEORY OF YARN STRUCTURE by Prof. Bohuslav Neckář, Textle Department, IIT Delh, New Delh. Compresson of fbrous assembles Q1) What was the dea of fbre-to-fbre contact accordng to van Wyk? A1) Accordng to
More informationHarmonic Balance of Nonlinear RF Circuits
MICROWAE AND RF DESIGN Harmonc Balance of Nonlnear RF Crcuts Presented by Mchael Steer Readng: Chapter 19, Secton 19. Index: HB Based on materal n Mcrowave and RF Desgn: A Systems Approach, nd Edton, by
More informationDiscrete Time Sliding Mode Control of Magnetic Levitation System with Enhanced Exponential Reaching Law
Dscrete Tme Sldng Mode Control of Magnetc Levtaton System wth Enhanced Eponental Reachng Law Dnçer Maden, İrfan Yazıcı Duzce Unversty, Department of Electrcal & Electroncs Engneerng, 86 Konuralp, Düzce,
More informationImproved P-f/Q-V and P-V/Q-f Droop Controllers for Parallel Distributed Generation Inverters in AC Microgrid
See dscussons, stats, and author profles for ths publcaton at: https://www.researchgate.net/publcaton/325231811 Improved P-f/Q-V and P-V/Q-f Droop Controllers for Parallel Dstrbuted Generaton Inverters
More informationHarmonic Modeling of Inrush Current in Core Type Power Transformers using Hartley Transform
Harmonc Modelng of Inrush Current n Core Type Power Transformers usng Hartley Transform M. A. Taghkhan* (C.A.), A. Shekholeslam** and Z. Taghkhan*** Abstract: Ths paper presents a new method for evaluaton
More informationNetwork Reconfiguration in Distribution Systems Using a Modified TS Algorithm
Network Reconfguraton n Dstrbuton Systems Usng a Modfed TS Algorthm ZHANG DONG,FU ZHENGCAI,ZHANG LIUCHUN,SONG ZHENGQIANG School of Electroncs, Informaton and Electrcal Engneerng Shangha Jaotong Unversty
More informationRadial Distribution System Reconfiguration in the Presence of Distributed Generators
4th Internatonal Conference on Coputer, Mechatroncs, Control and Electronc Engneerng (ICCMCEE 205) Radal Dstrbuton Syste Reconfguraton n the Presence of Dstrbuted Generators Xngquan J, a, Q Lu, GuoZheng
More informationApplication of a Modified PSO Algorithm to Self-Tuning PID Controller for Ultrasonic Motor
The Proceedngs of the st Internatonal Conference on Industral Applcaton Engneerng Applcaton of a Modfed PSO Algorthm to Self-Tunng PID Controller for Ultrasonc Motor Djoewahr Alrjadjs a,b,*, Kanya Tanaa
More informationECE315 / ECE515 Lecture 5 Date:
Lecture 5 Date: 18.08.2016 Common Source Amplfer MOSFET Amplfer Dstorton Example 1 One Realstc CS Amplfer Crcut: C c1 : Couplng Capactor serves as perfect short crcut at all sgnal frequences whle blockng
More informationPOLYTECHNIC UNIVERSITY Electrical Engineering Department. EE SOPHOMORE LABORATORY Experiment 1 Laboratory Energy Sources
POLYTECHNIC UNIERSITY Electrcal Engneerng Department EE SOPHOMORE LABORATORY Experment 1 Laboratory Energy Sources Modfed for Physcs 18, Brooklyn College I. Oerew of the Experment Ths experment has three
More informationCHAPTER 2 2 PROPOSED DIFFERENTIAL EVOLUTION BASED IDWNN CONTROLLER FOR FAULT RIDE-THROUGH OF GRID CONNECTED DFIG
26 CHAPTER 2 2 PROPOSED DIFFERENTIAL EVOLUTION BASED IDWNN CONTROLLER FOR FAULT RIDE-THROUGH OF GRID CONNECTED DFIG 2.1 INTRODUCTION The key objectve of wnd turbne development s to ensure that output power
More informationTorque Ripple in Switched Reluctance Motor Based on Asymmetrical Bridge Converter Pairote Thongprasri
Internatonal Journal of Scentfc Research n Couter Scence, Engneerng and Inforaton Technology 017 IJSRCSEIT Volue Issue 5 ISSN : 456-3307 Torque Rle n Swtched Reluctance Motor Based on Asyetrcal Brdge Converter
More information[Type text] [Type text] [Type text] Wenjing Yuan Luxun Art Academy of Yan an University Xi an, , (CHINA)
[Type text] [Type text] [Type text] ISSN : 0974-7435 Volume 10 Issue 19 BoTechnology 2014 An Indan Journal FULL PAPER BTAIJ, 10(19, 2014 [10873-10877] Computer smulaton analyss on pano tmbre ABSTRACT Wenjng
More informationA Current Differential Line Protection Using a Synchronous Reference Frame Approach
A Current Dfferental Lne rotecton Usng a Synchronous Reference Frame Approach L. Sousa Martns *, Carlos Fortunato *, and V.Fernão res * * Escola Sup. Tecnologa Setúbal / Inst. oltécnco Setúbal, Setúbal,
More informationOptimization and Simulation of Boiler Water Level Control Based on the Fuzzy Neural Network
2nd Internatonal Conference on Automaton, Mechancal and Electrcal Engneerng (AMEE 27) ptmzaton and Smulaton of Boler Water Level Control Based on the Fuzzy Neural Network Zhmn Yu*, Long Cheng2, Zhenyong
More informationLow Sampling Rate Technology for UHF Partial Discharge Signals Based on Sparse Vector Recovery
017 nd Internatonal Semnar on Appled Physcs, Optoelectroncs and Photoncs (APOP 017) ISBN: 978-1-60595-5-3 Low Samplng Rate Technology for UHF Partal Dscharge Sgnals Based on Sparse Vector Recovery Qang
More information熊本大学学術リポジトリ. Kumamoto University Repositor
熊本大学学術リポジトリ Kumamoto Unversty Repostor Ttle Wreless LAN Based Indoor Poston and Its Smulaton Author(s) Ktasuka, Teruak; Nakansh, Tsune CtatonIEEE Pacfc RIM Conference on Comm Computers, and Sgnal Processng
More informationLow Switching Frequency Active Harmonic Elimination in Multilevel Converters with Unequal DC Voltages
Low Swtchng Frequency Actve Harmonc Elmnaton n Multlevel Converters wth Unequal DC Voltages Zhong Du,, Leon M. Tolbert, John N. Chasson, Hu L The Unversty of Tennessee Electrcal and Computer Engneerng
More informationSimulation of Distributed Power-Flow Controller (Dpfc)
RESEARCH INVENTY: Internatonal Journal of Engneerng and Scence ISBN: 2319-6483, ISSN: 2278-4721, Vol. 2, Issue 1 (January 2013), PP 25-32 www.researchnventy.com Smulaton of Dstrbuted Power-Flow Controller
More informationCONCERNING THE NO LOAD HIGH VOLTAGE TRANSFORMERS DISCONNECTING
CONCERNING THE NO LOAD HIGH VOLTAGE TRANSFORMERS DISCONNEING Mara D Brojbou and Vrgna I Ivanov Faculty o Electrcal engneerng Unversty o Craova, 7 Decebal Blv, Craova, Romana E-mal: mbrojbou@elthucvro,
More informationProceedings of the 6th WSEAS International Conference on Applications of Electrical Engineering, Istanbul, Turkey, May 27-29,
Proceedngs o the 6th WSEAS Internatonal Conerence on Applcatons o Electrcal Engneerng, Istanbul, Turkey, May 27-29, 2007 189 THE SPEED CONTROL OF DC SERVO MOTOR WITH PROPORTIONAL INTEGRAL, FUZZY LOGIC
More informationDIMENSIONAL SYNTHESIS FOR WIDE-BAND BAND- PASS FILTERS WITH QUARTER-WAVELENGTH RES- ONATORS
Progress In Electromagnetcs Research B, Vol. 17, 213 231, 29 DIMENSIONAL SYNTHESIS FOR WIDE-BAND BAND- PASS FILTERS WITH QUARTER-WAVELENGTH RES- ONATORS Q. Zhang and Y. Lu School of Electrcal and Electroncs
More informationAn Adaptive Over-current Protection Scheme for MV Distribution Networks Including DG
An Adaptve Over-current Protecton Scheme for MV Dstrbuton Networks Includng DG S.A.M. Javadan Islamc Azad Unversty s.a.m.javadan@gmal.com M.-R. Haghfam Tarbat Modares Unversty haghfam@modares.ac.r P. Barazandeh
More informationResearch on the Design of Ceramic Kiln Control System Based on PID
709 A publcaton of CHEMICAL ENGINEERING TRANSACTIONS VOL. 59, 2017 Guest Edtors: Zhuo Yang, Junje Ba, Jng Pan Copyrght 2017, AIDIC Servz S.r.l. ISBN 978-88-95608-49-5; ISSN 2283-9216 The Italan Assocaton
More informationScilab/Scicos Modeling, Simulation and PC Based Implementation of Closed Loop Speed Control of VSI Fed Induction Motor Drive
16th NATIONAL POWER SYSTEMS CONFERENCE, 15th-17th DECEMBER, 2010 453 Sclab/Sccos Modelng, Smulaton and PC Based Implementaton of Closed Loop Speed Control of VSI Fed Inducton Motor Dre Vjay Babu Korebona,
More informationRejection of PSK Interference in DS-SS/PSK System Using Adaptive Transversal Filter with Conditional Response Recalculation
SERBIAN JOURNAL OF ELECTRICAL ENGINEERING Vol., No., November 23, 3-9 Rejecton of PSK Interference n DS-SS/PSK System Usng Adaptve Transversal Flter wth Condtonal Response Recalculaton Zorca Nkolć, Bojan
More informationA General Technical Route for Parameter Optimization of Ship Motion Controller Based on Artificial Bee Colony Algorithm
A General Techncal Route for Parameter Optmzaton of Shp Moton Controller Based on Artfcal Bee Colony Algorthm Yanfe Tan, Lwen Huang, and Yong Xong Abstract The most practcal applcaton n ndustral process
More informationA Shunt Active Power Filter with Enhanced Dynamic Performance using Dual-Repetitive Controller and Predictive Compensation
Internatonal Journal of Power Electroncs and Drve System (IJPEDS) Vol. 3, No. 2, June 2013, pp. 209~217 ISSN: 2088-8694 209 A Shunt Actve Power Flter wth Enhanced Dynamc Performance usng Dual-Repettve
More informationHigh Speed ADC Sampling Transients
Hgh Speed ADC Samplng Transents Doug Stuetzle Hgh speed analog to dgtal converters (ADCs) are, at the analog sgnal nterface, track and hold devces. As such, they nclude samplng capactors and samplng swtches.
More informationPrevention of Sequential Message Loss in CAN Systems
Preventon of Sequental Message Loss n CAN Systems Shengbng Jang Electrcal & Controls Integraton Lab GM R&D Center, MC: 480-106-390 30500 Mound Road, Warren, MI 48090 shengbng.jang@gm.com Ratnesh Kumar
More informationTarget Tracking and Obstacle Avoidance for Mobile Robot based on Kinect
3rd Internatonal Conference on Machnery, Materals and Informaton Technology Applcatons (ICMMITA 015) Target Trackng and Obstacle Avodance for Moble Robot based on Knect Mengxn LI 1, a,jad YIN, b 1 School
More informationTHE PERFORMANCE OF THE DC MOTOR BY THE PID CONTROLLING PWM DC-DC BOOST CONVERTER
ISSN 846-668 (Prnt), ISSN 848-5588 (Onlne) ID: TG-793433 Orgnal scentc paper THE PERFORMANCE OF THE DC MOTOR BY THE PID CONTROING PWM DC-DC BOOST CONVERTER Erol CAN, Hasan Hüseyn SAYAN Abstract: Ths paper
More informationTopology Control for C-RAN Architecture Based on Complex Network
Topology Control for C-RAN Archtecture Based on Complex Network Zhanun Lu, Yung He, Yunpeng L, Zhaoy L, Ka Dng Chongqng key laboratory of moble communcatons technology Chongqng unversty of post and telecommuncaton
More informationControl Chart. Control Chart - history. Process in control. Developed in 1920 s. By Dr. Walter A. Shewhart
Control Chart - hstory Control Chart Developed n 920 s By Dr. Walter A. Shewhart 2 Process n control A phenomenon s sad to be controlled when, through the use of past experence, we can predct, at least
More informationDevelopment of a High Bandwidth, High Power Linear Amplifier for a Precision Fast Tool Servo System
Development of a Hgh Bandwdth, Hgh Power near Amplfer for a Precson Fast Tool Servo System S. Rakuff 1, J. Cuttno 1, D. Schnstock 2 1 Dept. of Mechancal Engneerng, The Unversty of North Carolna at Charlotte,
More informationInternational Journal on Electrical Engineering and Informatics - Volume 6, Number 2, June 2014
Internatonal Journal on Electrcal Engneerng and Informatcs - Volume 6, Number, June 14 Three-level (NPC Shunt Actve Power Flter Performances based on Fuzzy Controller for Harmonc Currents Compensaton under
More informationAustralian Journal of Basic and Applied Sciences
Australan Journal of Basc and Appled Scences, 9(16) Specal 2015, Pages: 197-203 ISSN:1991-8178 Australan Journal of Basc and Appled Scences Journal home page: www.ajbasweb.com Performance Evaluaton of
More informationMASTER TIMING AND TOF MODULE-
MASTER TMNG AND TOF MODULE- G. Mazaher Stanford Lnear Accelerator Center, Stanford Unversty, Stanford, CA 9409 USA SLAC-PUB-66 November 99 (/E) Abstract n conjuncton wth the development of a Beam Sze Montor
More informationHIGH PERFORMANCE ADDER USING VARIABLE THRESHOLD MOSFET IN 45NM TECHNOLOGY
Internatonal Journal of Electrcal, Electroncs and Computer Systems, (IJEECS) HIGH PERFORMANCE ADDER USING VARIABLE THRESHOLD MOSFET IN 45NM TECHNOLOGY 1 Supryo Srman, 2 Dptendu Ku. Kundu, 3 Saradndu Panda,
More informationHigh Speed, Low Power And Area Efficient Carry-Select Adder
Internatonal Journal of Scence, Engneerng and Technology Research (IJSETR), Volume 5, Issue 3, March 2016 Hgh Speed, Low Power And Area Effcent Carry-Select Adder Nelant Harsh M.tech.VLSI Desgn Electroncs
More informationPRACTICAL, COMPUTATION EFFICIENT HIGH-ORDER NEURAL NETWORK FOR ROTATION AND SHIFT INVARIANT PATTERN RECOGNITION. Evgeny Artyomov and Orly Yadid-Pecht
68 Internatonal Journal "Informaton Theores & Applcatons" Vol.11 PRACTICAL, COMPUTATION EFFICIENT HIGH-ORDER NEURAL NETWORK FOR ROTATION AND SHIFT INVARIANT PATTERN RECOGNITION Evgeny Artyomov and Orly
More informationDual Functional Z-Source Based Dynamic Voltage Restorer to Voltage Quality Improvement and Fault Current Limiting
Australan Journal of Basc and Appled Scences, 5(5): 287-295, 20 ISSN 99-878 Dual Functonal Z-Source Based Dynamc Voltage Restorer to Voltage Qualty Improvement and Fault Current Lmtng M. Najaf, M. Hoseynpoor,
More informationHardware Implementation of Fuzzy Logic Controller for Triple-Lift Luo Converter
Hardware Implementaton of Fuzzy Logc Controller for Trple-Lft Luo Converter N. Dhanasekar, R. Kayalvzh Abstract: Postve output Luo converters are a seres of new DC- DC step-up (boost) converters, whch
More informationFault Detection and Diagnosis in Induction Machines: A Case Study
Fault Detecton and Dagnoss n Inducton Machnes: A Case Study Mguel Marques, João Martns, V. Fernão Pres 3,4, Ru Das Jorge 5, and Luís Flpe Mendes 5 Department of Electrcal and Computer Engneerng, Faculty
More informationWhite Paper. OptiRamp Model-Based Multivariable Predictive Control. Advanced Methodology for Intelligent Control Actions
Whte Paper OptRamp Model-Based Multvarable Predctve Control Advanced Methodology for Intellgent Control Actons Vadm Shapro Dmtry Khots, Ph.D. Statstcs & Control, Inc., (S&C) propretary nformaton. All rghts
More informationTHE GENERATION OF 400 MW RF PULSES AT X-BAND USING RESONANT DELAY LINES *
SLAC PUB 874 3/1999 THE GENERATION OF 4 MW RF PULSES AT X-BAND USING RESONANT DELAY LINES * Sam G. Tantaw, Arnold E. Vleks, and Rod J. Loewen Stanford Lnear Accelerator Center, Stanford Unversty P.O. Box
More informationApplications of Modern Optimization Methods for Controlling Parallel Connected DC-DC Buck Converters
IJCSI Internatonal Journal of Computer Scence Issues, Volume 3, Issue 6, November 26 www.ijcsi.org https://do.org/.2943/266.559 5 Applcatons of Modern Optmzaton Methods for Controllng Parallel Connected
More informationGraph Method for Solving Switched Capacitors Circuits
Recent Advances n rcuts, ystems, gnal and Telecommuncatons Graph Method for olvng wtched apactors rcuts BHUMIL BRTNÍ Department of lectroncs and Informatcs ollege of Polytechncs Jhlava Tolstého 6, 586
More informationA High-Sensitivity Oversampling Digital Signal Detection Technique for CMOS Image Sensors Using Non-destructive Intermediate High-Speed Readout Mode
A Hgh-Senstvty Oversamplng Dgtal Sgnal Detecton Technque for CMOS Image Sensors Usng Non-destructve Intermedate Hgh-Speed Readout Mode Shoj Kawahto*, Nobuhro Kawa** and Yoshak Tadokoro** *Research Insttute
More information