Optimizing Design of Stand-alone Hybrid Solar Micro-CHP ‎Systems Using LUS Based Particle Swarm Optimization ‎Algorithm ‎

Document Type: Research Paper

Authors

Faculty of Engineering, University of Hormozgan, Bandar-Abbas, Iran

Abstract

Utilizing the combined cooling, heating and power generation (CHP) systems to produce cooling, heat and electricity is growing rapidly due to their high efficiency and low emissions in commercial and industrial applications. In conventional CHP systems the deficit of the system power can be purchased from the grid. However, this system cannot be used as the standalone application. The hybrid solar micro-CHP system can be worked as a standalone system for remote areas and other places which the access to grid is hard and costly. In this paper, by using energy and economic analyses, the type and the number of the required microturbines for the specific electricity and heat load curves during a year are selected. For performing this task, maximizing the actual annual benefit of the system is considered as objective function. Then, particle swarm optimization (PSO) algorithm and local unimodal sampling (LUS) technique is developed to calculate the type and number of prime mover and also the area of photovoltaic panels.

Keywords

Main Subjects


[1] Amir, V., Jadid, S. and Ehsan, M., "Optimal Planning of a Multi-carrier Microgrid (MCMG) Considering Demand-side Management", International Journal of Renewable Energy Research, Vol. 8, No. 1, pp. 238-249, (2018).

 

[2] Lorestani, A., and Ardehali, M.M., "Optimal Integration of Renewable Energy Sources for Autonomous Tri-generation Combined Cooling, Heating and Power System Based on Evolutionary Particle Swarm Optimization Algorithm", Energy, Vol. 145, pp. 839-855, (2018).

 

[3] Mashayekh, S., Stadler, M., Cardoso, G., and Heleno, M., "A Mixed Integer Linear Programming Approach for Optimal DER Portfolio, Sizing, and Placement in Multi-energy Microgrids", Applied Energy, Vol. 187, pp. 154-168, (2017).

 

[4] Panone, V., Anatone, M., "Optimization of Integrated CCHP and Solar Plants Following a Multi-objective Approach: An application to the Household Sector", International Journal of Renewable Energy Research, Vol. 4, No. 2, pp. 453-463, (2014).

 

[5] Mozafari, S.B., "Design and Simulation of a Hybrid Micro-grid for Bisheh Village", International Journal of Renewable Energy Research, Vol. 6, No. 1, pp. 199-211, (2016).

 

[6] Maleki, A., Hafeznia, H., Rosen, M.A., and Pourfayaz, F., "Optimization of a Grid-connected Hybrid Solar-wind-hydrogen CHP System for Residential Applications by Efficient Metaheuristic Approaches", Applied Thermal Engineering, Vol. 123, pp. 1263-1277, (2017).

 

[7] Rong, A., and Su, Y., "Polygeneration Systems in Buildings: A Survey on Optimization Approaches", Energy and Buildings, Vol. 151, pp. 439-454, (2017).

 

[8] Peng, W., Maleki, A., Rosen, A., and Azarikhah, P., "Optimization of a Hybrid System for Solar-wind-based Water Desalination by Reverse Osmosis: Comparison of Approaches", Desalination, Vol. 442, pp. 16-31, (2018).

 

[9] Sakib, N., Hossain, J., Hossain, E., and Bayindir, R., "Modelling and Simulation of Natural Gas Generator and EV Charging Station: A Step to Microgrid Technology", International Journal of Renewable Energy Research, Vol. 7, No. 1, pp. 399-410, (2017).

 

[10] Nehari, T., Benlekkam, M., Nehari, D., and Youcefi, A., "The Effect of Inclination on the Passive Cooling of the Solar PV Panel by using Phase Change Material", International Journal of Renewable Energy Research, Vol. 6, No. 1, pp. 132-139, (2016).

 

[11] Jamadi, F., Arabpour, M.J., and Abdolzadeh, M., "Performance Comparison of Parabolic and Flat Plate Solar Collectors Utilizing in the Heating System of a Room-An Experimental Investigation", International Journal of Renewable Energy Research, Vol. 7, No. 4, pp. 1836-1849, (2017).

 

[12] Potenza, M., Naccarato, F., Stigliano, G., and Risi, A., "Numerical Optimization of an Organic Rankine Cycle Scheme for Co-generation", International Journal of Renewable Energy Research, Vol. 4, No. 2, pp. 508-518, (2014).

[13] Aziz, M.S., Mufti, G.M., and Ahmad, S., "Wind-hybrid Power Generation Systems using Renewable Energy Sources-A Review", International Journal of Renewable Energy Research, Vol. 7, No. 1, pp. 111-127, (2017).

 

[14] Mondal, P., Mondal, K., and Ghosh, S., "Bio-gasification Based Distributed Power Generation System Employing Indirectly Heated GT and Supercritical ORC: Energetic and Exergetic Performance Assessment", International Journal of Renewable Energy Research, Vol. 5, No. 3, pp. 773-781, (2015).

 

[15] Mondal, P., and Ghosh, S., "Thermodynamic Performance Assessment of a Bio-gasification Based Small-scale Combined Cogeneration Plant Employing Indirectly Heated Gas Turbine", International Journal of Renewable Energy Research, Vol. 5, No. 2, pp. 354-366, (2015).

 

[16] Merkel, E., McKenna, R., and Fichtner, W., "Optimisation of the Capacity and the Dispatch of Decentralised Micro-CHP Systems: A Case Study for the UK", Applied Energy, Vol. 140, pp. 120-134, (2015).

 

[17] Ren, H., and Gao, W., "Economic and Environmental Evaluation of Micro CHP Systems with Different Operating Modes for Residential Buildings in Japan", Energy and Buildings, Vol. 42, No. 6, pp. 853-861, (2010).

 

[18] Yang, G., and Zhai, X., "Optimization and Performance Analysis of Solar Hybrid CCHP Systems under Different Operation Strategies", Applied Thermal Engineering, Vol. 133, pp. 327-340, (2018).

 

[19] Lu, S., Yuwei, L., and Hongwei, X., "Study on the Configuration and Operation Optimization of CCHP Coupling Multiple Energy System", Energy Conversion and Management, Vol. 177, pp. 773-791, (2018).

 

[20] Li, J., Wang, X., Zhang, Z., Leblond, S., Yang, Q., Zhang, M., and Yuan, W., "Analysis of a New Design of the Hybrid Energy Storage System used in the Residential M-CHP Systems", Applied Energy, Vol. 187, pp. 169-179, (2017).

 

[21] Khalid, F., Dincer, I., and Rosen, M.A., "Techno-economic Assessment of a Solar-geothermal Multigeneration System for Buildings", International Journal of Hydrogen Energy, Vol. 42, No. 33, pp. 21454-21462, (2017).

 

[22] Lorestani, A., and Ardehali, M.M., "Optimization of Autonomous Combined Heat and Power System Including PVT, WT, Storages, and Electric Heat Utilizing Novel Evolutionary Particle Swarm Optimization Algorithm", Renew Energy, Vol. 119, pp. 490-503, (2018).

 

[23] Fani, M., and Sadreddin, A., "Solar Assisted CCHP System, Energetic, Economic and Environmental Analysis, Case Study: Educational Office Buildings, Energy and Buildings", Vol. 136, pp. 100-109, (2017).

 

[24] Yousefi, H., Ghodusinejad, M.H., and Kasaeian, A., "Multi-objective Optimal Component Sizing of a Hybrid ICE+ PV/T Driven CCHP Microgrid", Applied Thermal Engineering, Vol. 122, pp. 126-138, (2017).

[25] Majidi, M., Nojavan, S., Esfetanaj, N.N., Najafi-Ghalelou, A., and Zare, K., "A Multi-objective Model for Optimal Operation of a Battery/PV/fuel Cell/grid Hybrid Energy System using Weighted Sum Technique and Fuzzy Satisfying Approach Considering Responsible Load Management", Solar Energy, Vol. 144, pp. 79-89, (2017).

 

[26] Abbasi, M.H., Sayyaadi, H., and Tahmasbzadebaie, M., "A Methodology to Obtain the Foremost Type and Optimal Size of the Prime Mover of a CCHP System for a Large-scale Residential Application", Applied Thermal Engineering, Vol. 135, pp. 389-405, (2018).

 

[27] Özgirgin, E., Devrim, Y., and Albostan, A., "Modeling and Simulation of a Hybrid Photovoltaic (PV) Module-electrolyzer-PEM Fuel Cell System for Micro-cogeneration Applications", International Journal of Hydrogen Energy, Vol. 40, No. 44, pp. 15336-15342, (2015).

 

[28] Ferreira, A.C., Teixeira, S.F., Silva, R.G., and Silva, Â.M., "Thermal-economic Optimization of a CHP Gas Turbine System by Applying a Fit-problem Genetic Algorithm", International Journal of Sustainable Energy, Vol. 37, No. 4, pp. 354-377, (2018).

 

[29] Das, B.K., and Al-Abdeli, Y.M., "Optimization of Stand-alone Hybrid CHP Systems Meeting Electric and Heating Loads", Energy Conversion and Management, Vol. 153, pp. 391-408, (2017).

 

[30] Taushanov, Z., and Berchtold. A., "A Direct Local Search Method and its Application to a Markovian Model, Statistics, Optimization & Information Computing", Vol. 5, No. 1, pp. 19-34, (2017).

 

[31] Maleki, A., and Rosen, M.A., "Design of a Cost-effective On-grid Hybrid Wind–hydrogen Based CHP System using a Modified Heuristic Approach", International Journal of Hydrogen Energy, Vol. 42, No. 25, pp. 15973-15989, (2017).

 

[32] Pedersen, M.E., and Chipperfield, A.J., "Simplifying Particle Swarm Optimization", Applied Soft Computing, Vol. 10, No. 2, pp. 618-628, (2010).

 

[33] Aburomman, A.A., and Reaz, M.B.I., "A Novel SVM-kNN-PSO Ensemble Method for Intrusion Detection System", Applied Soft Computing, Vol. 38, pp. 360-372, (2016).

 

[34] Zhang, Q., Yu, G., and Song, H., "A Hybrid Bird Mating Optimizer Algorithm with Teaching-learning-based Optimization for Global Numerical Optimization Statistics", Optimization & Information Computing, Vol. 3, No. 1, pp. 54-65, (2015).

 

[35] Hajabdollahi, H., Hajabdollahi, Z., and Hajabdollahi, F., "Soft Computing Based Optimization of Cogeneration Plant with Different Load Demands", Heat Transfer, Vol. 45, No. 6, pp. 556-577, (2015).