This paper proposed a hybrid control model-based voltage control of Hybrid Energy System (HES) that includes both solar and wind energy conversion systems. The proposed hybrid voltage control model is the combination process of both the Artificial Bees Colony algorithm (ABC) and Proportional Integral controller (PI). The novelty of the proposed method is intelligent foraging behavior of honey bee swarm, which provides random reduction and ability to adapt complex optimization problems. Here, the ABC optimizes the gain parameters under various operating conditions using the minimized Square Error (SE). It considers the actual voltage outcome of the buck converter and the set point voltage. By using the optimized gain parameters, the PI controller is operated. Each separate energy conversion system is controlled by the separate proposed hybrid voltage control model. The proposed method is implemented in MATLAB/Simulink platform and the performance is verified using the comparative analysis with the existing techniques. The comparison results prove the superiority of the proposed method.
KeywordsHESABCPISEVoltage
Zhou, W., Lou, C.Z., Li, Z.S., Lu, L. and Yang, H.X. (2010) Current Status of Research on Optimum Sizing of Stand-Alone Hybrid Solar-Wind Power Generation Systems. Applied Energy, 87, 380-389. http://dx.doi.org/10.1016/j.apenergy.2009.08.012
Razak, N.A.A., Othman, M.M. and Musirin, I. (2010) Optimal Sizing and Operational Strategy of Hybrid Renewable Energy System Using HOMER. Proceedings of Power Engineering and Optimization, June, 495-501.
Tina, G.M. and Gagliano, S. (2011) Probabilistic Modeling of Hybrid Solar/Wind Power System with Solar Tracking System. Renewable Energy, 36, 1719-1727. http://dx.doi.org/10.1016/j.renene.2010.12.001
Bhattacharya, P., Mukhopadhyay, S., Ghsoh, B.B. and Bose, P.K. (2012) Optimized Use of Solar Tracking System and Wind Energy. Procedia Technology, 4, 834-839. http://dx.doi.org/10.1016/j.protcy.2012.05.137
Qi, W., Liu, J.F., Chen, X.Z. and Christofides, P.D. (2011) Supervisory Predictive Control of Standalone Wind/Solar Energy Generation Systems. IEEE Transactions on Control Systems Technology, 19, 199-207. http://dx.doi.org/10.1109/TCST.2010.2041930
Karabiber, A., Keles, C., Kaygusuz, A. and Baykant Alagoz, B. (2013) An Approach for the Integration of Renewable Distributed Generation in Hybrid DC/AC Micro Grids. Renewable Energy, 52, 251-259. http://dx.doi.org/10.1016/j.renene.2012.10.041
Liu, C.H., Chau, K.T. and Zhang, X.D. (2010) An Efficient Wind-Photovoltaic Hybrid Generation System Using Doubly Excited Permanent-Magnet Brushless Machine. IEEE Transactions on Industrial Electronics, 57, 831-839. http://dx.doi.org/10.1109/TIE.2009.2022511
Zeng, J., Li, M., Liu, J.F., Wu, J. and Ngan, H.W. (2010) Operational Optimization of a Stand-Alone Hybrid Renewable Energy Generation System Based on an Improved Genetic Algorithm. Proceedings of Power and Energy Society, July, 1-6.
Vadirajacharya and Katti, P.K. (2012) Rural Electrification through Solar and Wind Hybrid System: A Self Sustained Grid Free Electric Power Source. Energy Procedia, 14, 2081-2087. http://dx.doi.org/10.1016/j.egypro.2011.12.1211
Notton, G., Diaf, S. and Stoyanov, L. (2011) Hybrid Photovoltaic/Wind Energy Systems for Remote Locations. Energy Procedia, 6, 666-677. http://dx.doi.org/10.1016/j.egypro.2011.05.076
Belmili, H., Haddadi, M., Bacha, S., Almi, M.F. and Bendib, B. (2014) Sizing Stand-Alone Photovoltaic-Wind Hybrid System: Techno-Economic Analysis and Optimization. Renewable and Sustainable Energy Reviews, 30, 821-832. http://dx.doi.org/10.1016/j.rser.2013.11.011
Bakic, V., Pezo, M., Stevanovic, Z., Zivkovic, M. and Grubor, B. (2012) Dynamical Simulation of PV/Wind Hybrid Energy Conversion System. Energy, 45, 324-328. http://dx.doi.org/10.1016/j.energy.2011.11.063
Fadaee, M. and Radzi, M.A.M. (2012) Multi-Objective Optimization of a Stand-Alone Hybrid Renewable Energy System by Using Evolutionary Algorithms: A Review. Renewable and Sustainable Energy Reviews, 16, 3364-3369. http://dx.doi.org/10.1016/j.rser.2012.02.071
Ahmed, S., Othman, H. and Anis, S. (2010) Optimal Sizing of a Hybrid System of Renewable Energy for a Reliable Load Supply without Interruption. European Journal of Scientific Research, 45, 620-629.
Bernal-Agustín, J.L. and Dufo-López, R. (2009) Simulation and Optimization of Stand-Alone Hybrid Renewable Energy Systems. Renewable and Sustainable Energy Reviews, 13, 2111-2118. http://dx.doi.org/10.1016/j.rser.2009.01.010
Bajpai, P. and Dash, V. (2012) Hybrid Renewable Energy Systems for Power Generation Instand-Alone Applications: A Review. Renewable and Sustainable Energy Reviews, 16, 2926-2939. http://dx.doi.org/10.1016/j.rser.2012.02.009
Das, D.C., Roy, A.K. and Sinha, N. (2012) GA Based Frequency Controller for Solar Thermal-Diesel-Wind Hybrid Energy Generation/Energy Storage System. International Journal of Electrical Power & Energy Systems, 43, 262-279. http://dx.doi.org/10.1016/j.ijepes.2012.05.025
Kusakana, K. and Vermaak, H.J. (2014) Hybrid Diesel Generator/Renewable Energy System Performance Modeling. Renewable Energy, 67, 97-102. http://dx.doi.org/10.1016/j.renene.2013.11.025
Wang, J. and Yang, F. (2013) Optimal Capacity Allocation of Standalone Wind/Solar/Battery Hybrid Power System Based on Improved Particle Swarm Optimization Algorithm. IET Renewable Power Generation, 7, 443-448. http://dx.doi.org/10.1049/iet-rpg.2012.0329
Nema, P., Nema, R.K. and Rangnekar, S. (2009) A Current and Future State of Art Development of Hybrid Energy System Using Wind and PV-Solar: A Review. Renewable and Sustainable Energy Reviews, 13, 2096-2103. http://dx.doi.org/10.1016/j.rser.2008.10.006
Das, D.C., Roy, A.K. and Sinha, N. (2012) GA Based Frequency Controller for Solar Thermal-Diesel-Wind Hybrid Energy Generation/Energy Storage System. International Journal of Electrical Power & Energy Systems, 43, 262-279. http://dx.doi.org/10.1016/j.ijepes.2012.05.025
Malla, S.G. and Bhende, C.N. (2014) Voltage Control of Stand-Alone Wind and Solar Energy System. Electrical Power and Energy Systems, 56, 361-373. http://dx.doi.org/10.1016/j.ijepes.2013.11.030
Paiva, J.E. and Carvalho, A.S. (2013) Controllable Hybrid Power System Based on Renewable Energy Sources for Modern Electrical Grids. Renewable Energy, 53, 271-279. http://dx.doi.org/10.1016/j.renene.2012.11.023
Hamada, Y., Takeda, K., Goto, R. and Kubota, H. (2011) Hybrid Utilization of Renewable Energy and Fuel Cells for Residential Energy Systems. Energy and Buildings, 43, 3680-3684. http://dx.doi.org/10.1016/j.enbuild.2011.09.042
Xu, L., Ruan, X., Mao, C., Zhang, B. and Luo, Y. (2013) An Improved Optimal Sizing Method for Wind-Solar-Battery Hybrid Power System. IEEE Transactions on Sustainable Energy, 4, 774-785. http://dx.doi.org/10.1109/TSTE.2012.2228509
Bayod-Rujula, A.A., Haro-Larrode, M.E. and Martinez-Gracia, A. (2013) Sizing Criteria of Hybrid Photovoltaic-Wind Systems with Battery Storage and Self-Consumption Considering Interaction with the Grid. Solar Energy, 98, 582-591. http://dx.doi.org/10.1016/j.solener.2013.10.023
Wu, K. and Zhou, H. (2014) A Multi-Agent-Based Energy-Coordination Control System for Grid-Connected Large-Scale Wind-Photovoltaic Energy Storage Power-Generation Units. Solar Energy, 107, 245-259. http://dx.doi.org/10.1016/j.solener.2014.05.012
Kabalci, E. (2013) Design and Analysis of a Hybrid Renewable Energy Plant with Solar and Wind Power. Energy Conversion and Management, 72, 51-59. http://dx.doi.org/10.1016/j.enconman.2012.08.027
Lin, W.-M. and Hong, C.-M. (2010) Intelligent Approach to Maximum Power Point Tracking Control Strategy for Variable-Speed Wind Turbine Generation System. Energy, 35, 2440-2447. http://dx.doi.org/10.1016/j.energy.2010.02.033
Chen, C.H., Hong, C.-M. and Cheng, F.-S. (2012) Intelligent Speed Sensor less Maximum Power Point Tracking Control for Wind Generation System. Electrical Power and Energy Systems, 42, 399-407. http://dx.doi.org/10.1016/j.ijepes.2012.04.019
Kesraoui, M., Korichi, N. and Belkadi, A. (2011) Maximum Power Point Tracker of Wind Energy Conversion System. Renewable Energy, 36, 2655-2662. http://dx.doi.org/10.1016/j.renene.2010.04.028
Chang, Y.-H. and Chang, C.-Y. (2010) A Maximum Power Point Tracking of PV System by Scaling Fuzzy Control. Proceedings of the International Multiconference of Engineers and Computer Scientists, Hong Kong, March 17-19 2010, 1212-1216.
Bhide, R.S. and Kulkarni, S.V. (2006) Analysis of Parallel Operation of Converters with Interphase Transformer. Proceedings of India International Conference on Power Electronics, Chennai, 19-21 December 2006, 193-196. http://dx.doi.org/10.1109/iicpe.2006.4685366
Baykasoulu, A., Ozbakir, L. and Tapkan, P. (2007) Artificial Bee Colony Algorithm and Its Application to Generalized Assignment Problem. Itech Education and Publishing, Turkey. http://dx.doi.org/10.5772/5101
Karaboga, D. and Basturk, B. (2007) Artificial Bee Colony (ABC) Optimization Algorithm for Solving Constrained Optimization Problems. World Congress on Foundations of Fuzzy Logic and Soft Computing, 4529, 789-798.