Design and Simulation of Boost Converter with MPPT Techniques

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American-Eurasian Journal of Scientific Research 1 (3): 145-153, 17 ISSN 1818-6785 IDOSI Publications, 17 DOI: 1.589/idosi.aejsr.17.145.153 Design and Simulation of Boost Converter with MPPT Techniques L. Chitra and R. Porkodi Department of EEE, Dr. Mahalingam College Of Engineering & Technology Coimbatore, India Abstract: The increase in use of renewable energy sources lead to use more of photovoltaic system which has higher advantages than others. The power from solar panel is difficult to track because sudden change in solar irradiation and other climatic conditions. Therefore power is extracted with the help of MPPT algorithm. In this paper, solar panel is designed for 18V input and 147V output conditions. The controller is designed with P&O and Incremental conductance algorithm and their results are compared. From the simulation results it is observed that incremental conductance algorithm has better performance. Key words: Photovoltaic Panel (PV) Maximum Power Point Tracker (MPPT) Perturb and Observation (P&O) INTRODUCTION Energy demand is increased due to dense population, but the fossil fuels coal, uranium, oil, gas and etc. are limited, so we need the alternative energy sources. Renewable energy sources play main role in electricity generation. Different renewable energy sources like wind, solar PV, biomass and fuel cells can be used for the alternate option of the generation of electricity and completes our daily energy demand. Renewable sources of energy acquire growing importance due to its enormous consumption and exhaustion of fossil fuel. Energy from the sun is one of the best option for electricity generation as it is free pollution and freely available everywhere. The solar photovoltaic power will play a vital role in alleviating the energy crisis and reducing the environment pollution [1-]. The solar photovoltaic array can directly converted the solar energy into electrical energy, but efficiency of the PV system is low and cost is high. The photovoltaic (PV) power generation systems have very much popular commercial and residential areas [3, 4]. For low input voltage from PV panel cannot make higher efficiency at PV inverter [5]. Several converter topologies are proposed to increase PV output voltage as we required [6-8]. The single phase buck converter reduces the output voltage which in turn decreases the efficiency of converter and buck-boost converter requires input filter as input current is pulsating due to switching of power switch, even though buck converter is able to step up or step down input voltage it gives negative output voltage, while boost converters gives high output voltage, low operating duty cycle and also lower voltage across switch. Italso provide less input current ripple, which in turn decreases the conduction loss of the switch. The efficiency of solar array depends on many factors such as insolation, temperature, spectral characteristics of shadow, sunlight, etc. During cloudy weather due to varying insolation levels the output of the array keeps varying [7, 8]. The efficiency of the photovoltaic system may be increased by using maximum power point tracker (MPPT). So, we need a tracker, which track maximum current and voltage at a point [9]. There are two ways to get maximum output from PV panel one is mechanical tracking another one is electrical tracking. The Mechanical tracking is obtained the direction of PV panel oriented in such a way that to get maximum power from the sun. The electrical tracking is obtained by manipulating the load to get maximum output under changing condition of irradiation and temperature. The selection of the algorithm depends on the time duration, cheaper and simpler. There are many different MPPT techniques based on different topologies and varying complexity, cost and production efficiency, are perturb and observation, incremental conductance, constant reference voltage or current, these techniques are used for increase the efficiency of PV system [1-13]. Among them P&O and Incremental conductance algorithm can track maximum power point, easy to implement and cost effective method. Among these two techniques incremental conductance algorithm gives good dynamic Corresponding Author: L. Chitra, Department of EEE, Dr. Mahalingam College of Engineering & Technology Coimbatore, India. 145

Am-Euras. J. Sci. Res., 1 (3): 145-153, 17 response and also it incorporates sudden change in Perturb and Observation MPPT Algorithm: The P&O temperature and irradiation. Hence Incremental techniques periodically perturbs (i.e. incrementing or conductance MPPT algorithm is suggested. In this paper, decrementing) the array terminal voltage and compares presents a comparative study of two MPPT algorithm the PV output power with that of the previous techniques under different solar irradiations in order to perturbation cycle [, 1]. If the PV array operating optimize the efficiency of the solar PV system. Perturb and voltage varies and power increases, the control system Observation and Incremental conductance techniques moves the PV array operating point in that direction; applied to a dc-dc Boost converter device [14-16]. otherwise the operating point is moved in the opposite The proposed techniques are well adjusting the duty direction. In the next perturbation cycle the algorithm cycle of the boost converter switch to track the maximum continues in the same way. power and increase efficiency of a solar PV array [17, 18]. The proposed controller method is simulated by using Matlab/Simulink. The Simulation and analysis ofincremental conductance and perturb and observation are presented. Fig. 1: Blockdiagram Fig. 3: P&O Algorithm Mathematical Model of Photovoltaic Panel: The PV array Proposed Incremental Conductance MPPT Algorithm: is build-up of solar cell, which is basically a p-n Maximum power point tracking is the automatic semiconductor junction, shown in Fig.. The adjustment of the load of a photovoltaic system to characteristic of a solar array is given by Eq. (1). The main achieve the maximum power output. PV cells have a equation of output module [19]. complex relationship between voltage, current and output power, which produces a non-linear output. This output Kov Io = Np * Iph Np * Irs[exp 1] is expressed as the current-voltage characteristic of the Ns PV cell. where: In this method PV array's incremental conductance V and I are voltage and current across solar panel (di/dv) to compute the sign of????/????. When????/???? terminal. is equal and opposite to the value of I/V the algorithm rs is reverse saturation current. knows the maximum power point is reached and it Iph is the light-generated current. terminates. This method tracks rapidly changing Irs is the reverse saturation current. irradiation conditions more accurately than P&O method Io is the reverse saturation current. [, 3]. k is the Boltzman constant, Boost Converter with MPPT Algorithm: The single-input boost converter with P&O algorithm is shown in figure. The boost converter with Incremental Conductance algorithm is shown in figure. Fig. : Single diode equivalent circuit Simulation Results: The solar panel DS-1M is simulated with following specifications. 146

Am-Euras. J. Sci. Res., 1 (3): 145-153, 17 Fig. 4: Incremental Conductance Algorithm Table 1: Specifications of DS-1M Panel NAME DS-1M Rated power (Vmp) 1 W Voltage at maximum power (Vmp) 18 V Current at maximum power (Imp) 5.55 A Open circuit voltage (VOC) 1.6 V Short circuit current (ISC) 6.11 A Total number of cells in series (NS) 36 Total number of cells in parallel (NP) 1 Maximum system voltage 1 V Range of operation temperature -4 C to 8 C The P-V and I-V curve for different solar irradiance is simulated. Fig. 5: Boost converter with P&O Algorithm 147

Am-Euras. J. Sci. Res., 1 (3): 145-153, 17 Fig. 6: Boost Converter with Incremental Conductance Algorithm P-V CURVE FOR DIFFERENT SOLAR IRRADIANCE 1 9 8 7 1W/M 8W/M 6W/M 4W/M W/M POWER (W) 6 5 4 3 1 5 1 15 5 Fig. 7: P-V Curve under Different Solar Irradiance VOLTAGE(V) I-V CURVE FOR DIFFERENT SOLAR IRRADIANCE 7 6 5 1W/M 8W/M 6W/M 4W/M W/M CURRENT (A) 4 3 1 Fig. 8: I-V Curve under Different Solar Irradiance 4 6 8 1 1 14 16 18 VOLTAGE(V) 148

Am-Euras. J. Sci. Res., 1 (3): 145-153, 17 1 9 8 SOLAR OUTPUT FOR DIFFERENT IRRADIANCE SOLAR OUTPUT VOLTAGE SOLAR OUTPUT CURRENT SOLAR OUTPUT POWER 1W/M 7 8W/M 6 5 4 6W/M 3 1 W/M 4W/M 1 3 4 5 6 7 8 x 1 4 Fig. 9: Solar output voltage, current and power under Different Solar Irradiance OUTPUT VOLTAGE FOR DIFFERENT SOLAR IRRADIANCE 14 1 1 4W/M 6W/M 8W/M 1W/M VOLTAGE(V) 8 6 W/M 4-1 3 4 5 6 7 8 9 1 x 1 4 Fig. 1: P&O output voltage under Different Solar Irradiance 6 5 SOLAR OUTPUT CURRENT FOR DIFFERENT SOLAR IRRADIANCE 8W/M 1W/M CURRENT(A) 4 3 4W/M 6W/M 1 W/M 1 3 4 5 TIME(s ) 6 7 8 9 1 x 1 4 Fig. 11: P&O output current under Different Solar Irradiance 149

Am-Euras. J. Sci. Res., 1 (3): 145-153, 17 1 9 8 7 6 SOLAR OUPUT POWER FOR DIFFERENT SOLAR IRRADIANCE 6W/M 8W/M 1W/M 5 4 3 1 W/M 4W/M 1 3 4 5 6 7 8 9 1 x 1 4 Fig. 1: P&O output power under Different Solar Irradiance 14 1 1 8 6 OUTPUT VOLTAGE FOR DIFFERENT IRRADIANCE 1W/M 8W/M 6W/M 4W/M 4 W/M - 1 3 4 5 6 7 8 x 1 4 Fig. 13: Incremental output voltage under Different Solar Irradiance OUTPUT CURRENT FOR DIFFERENT IRRADIANCE.7.6.5.4 6W/M 8W/M 1W/M.3 4W/M. W/M.1 -.1 1 3 4 5 6 7 8 x 1 4 Fig. 14: Incremental output current under Different Solar Irradiance 15

Am-Euras. J. Sci. Res., 1 (3): 145-153, 17 1 OUTPUT POWER FOR DIFFERENT IRRADIANCE 9 1W/M 8 POWER (W) 7 6 5 4 6W/M 8W/M 3 1 W/M 4W/M 1 3 4 5 6 7 8 TIM E(s ) x 1 4 Fig. 15: Incremental output powerunder Different Solar Irradiance Comparision Between P & O and Incremental Conductance OUTPUT CURRENT UNDER DIFFERENT IRRADIANCE.8.7.6 6W/M.5 4W/M 8W/M PO INC 1W/M.4 W/M.3..1 4 6 8 1 1 14 x 1 4 Fig. 16: P&O and IC Current Comparison 16 14 OUTPUT VOLTAGE UNDER DIFFERENT IRRADIANCE 8W/M PO INC 1W/M 1 1 4W/M 6W/M 8 W/M 6 4 4 6 8 1 1 14 x 1 4 Fig. 17: P&O and IC Voltage Comparison 151

Am-Euras. J. Sci. Res., 1 (3): 145-153, 17 11 1 9 8 7 6 5 4 3 1 W/M OUTPUT POWER UNDER DIFFERENT IRRADIANCE 4W/M 6W/M 8W/M PO INC 1W/M 4 6 8 1 1 14 x 1 4 Fig. 18: P&O and IC PowerComparison The output current, voltage, power of P& and. Solangi, K.H., M.R. Islam, R.Saidur, N.A. Rahim and Incremental algorithm is compared with each other H. Fayaz, 11. A Review on global Solar Energy parameters result with nearby output power but the Policy, Elsevier, 15: 149-163. incremental conductance algorithm tracks MPP at.83s 3 Wai, R.J., W.H. Wang and C.Y. Lin, 8. Highhas better performance than P&O algorithm. Boost performance stand-alone photovoltaic generation converter with incremental gives better output power for system, IEEE Trans. Ind. Electron., 55(1): 4-5. rapidly changing atmospheric conditions. 4. Wang, C. and M.H. Nehrir, 8. Power CONCLUSION managementof a standalone wind/photovoltaic/fuel cellenergy system, IEEE Trans. EnergyConvers., 3(3): 957-967. The principle of operation and analysis of different 5. Kjaer, S.B., J.K. Pedersen and F. Blaabjerg, 5. converters with DC-DC converter, the maximum power Areview of single-phase grid-connected invertersfor point tracking is successfully carried out by this research photovoltaic modules, IEEE Trans. Ind. Appl., using perturb and observation and incremental 41(5): 19-136. conductance algorithm are presented in this paper. The 6. Thansoe, B.S., N. A, R. G, K.A.S. and L.C.J., 6. PV module working on photovoltaic effect actually "The Study and Evaluation of Maximum Power Point improves the system efficiency. Compared to perturb and Tracking Systems," International Conference on observation method of maximum power point tracking, Energy and Environment6 (ICEE 6), pp: 17-. incremental conductance algorithm tracks seems to be 7. Mahalakshmi, R., A. Aswin Kumar and Aravind easy for the optimization of the photovoltaic system using Kumar, 14. Design of Fuzzy Logic Based boost converter and gives smooth increment in power Maximum Power Point Tracking Controller for Solar under varying atmospheric radiations. By varying the Array for Cloudy Weather Conditions, IEEE Power duty cycle of the boost converter, the source impedance and Energy System: Towards Sustainable Energy, can be matched to adjust the load impedance which pp: 1-4. increases the efficiency of the system. The Performance 8. Patel, H. and V. Agarwal, 8. MPPT scheme for PV has been studied using MATLAB/Simulink. systems operating under partially shadedconditions, IEEE Transactions on Industrial REFERENCES Electronics, 55(4): 1689-1698. 9. Proposal of High Gain, Reduced Stress with Low 1. Mekhilef, S., R. Saidur and A. Safari, 11. A Review Duty-Cycle Two-Input Boost Converter for of Solar Energy use in Industries, Elsevier Renewable Energy Systems L. Chitra, M.Karpagam, Renewable and Sustainable Energy Reviews, K. Saranyadevi published 9 April 16 by author 15: 1777-179. and Scientific Research Publishing. 15

Am-Euras. J. Sci. Res., 1 (3): 145-153, 17 1. Villalva, M.G., J.R. Gazoli and E.F. Ruppert, 9. 18. Rivera, E.I.O., 8. "Maximum Power Point Tracking "Comprehensive approach to modeling and using the Optimal Duty Ratio for DC-DC Converters simulation of photovoltaic arrays", IEEE and Load Matching in Photovoltaic Applications, " Transactions on Power Electronics, 5(5): 1198-18, IEEE, pp: 987-991. ISSN 885-8993. 7. 19. Gow, J.A. and C.D. Manning, 1999. Development of 11. Hairul Nissah Zainudin and Saad Mekhilef, 1. a photovoltaic array model foruse in power- Comparison Study of Maximum Power Point Tracker electronics simulation studies. IEEE Proc Electr Techniques for PV Systems, Cairo University, Power Appl., 146(). Egypt, December19-1, 1, Paper ID 78.. Piegari, L. and R. Rizzo, 1. Adaptive perturb and 1. Trishan, Esram and Patrick L. Chapman, 7. observe algorithm for photovoltaic maximum power Comparison of Photovoltaic Array Maximum point tracking, IET Renewable Power Generation, PowerPoint Tracking Techniques IEEE Transaction 4(4): 317-38. on Energy Conversion, (): 439-449. 1. Femia, N., G. Petrone, G. Spagnuolo and M. Vitelli, 13. Fangrui Liu, Shanxu Duan, Fei Liu, Bangyin Liu and 5. Optimization of perturb and observe maximum Yong Kang, 8. A Variable Step Size INC MPPT power point tracking method, IEEE Trans. Power Method for PV Systems IEEE Transactions On Electron., (4): 963-973. Industrial Electronics, 55(7): 6-68.. Lee, J.H., H.S. Bae and B.H. Cho, 6. "Advanced 14. Qiang Mei, Mingwei Shan, Liying Liu and Josep M. Incremental Conductance MPPT Algorithm with a Guerrero, 11. A Novel Improved Variable Step-Size Variable Step Size. Incremental-Resistance MPPT Method for PV 3. Liu, B., S. Duan, F. Liu and P. Xu, 7. Analysis Systems IEEE Transactions On Industrial and improvement of maximum power point tracking Electronics, 58(6): 47-434. algorithm based on incremental conductance method 15. Mohammad Seifi, Azura Bt Che Soh, Noor Izzrib Abd for photovoltaic array, in Proc. IEEE PEDS, 7, Wahab and Mohd Khair B. Hassan, 13. A pp: 637-641. Comparative Study of PV Models in 4. Jain, S. and V. Agarwal, 7. New current control Matlab/Simulink International Science Index, based MPPT technique for single stage grid 7(): 1-17. connected PV systems, Energy Conversion and 16. Youjie, M., C. Deshu, Z. Xuesong and G. Runrui, Management, 48(): 65-644. 11. MPPT Control of Photovoltaic System based 5. Applebaum, J., 1987. The Quality of Load Matching on Hybrid Modeling and its Simulation, Proc. of in a Direct coupling Photovoltaic System ", IEEE International Conference on Sustainable Power Trans. On Energy Conversion, (4): 534-541. Generation and Supply, Nanjing, China, pp: 1-5. 17. Liand, W. and W. He, 11. Review of Non-Isolated High Step-Up DC/DC Converters in Photovoltaic Grid-Connected Applications. IEEE Transaction on Industrial Electronics, 58: 139-15. 153