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Optimal component selection of integrated renewable energy system for power generation in stand-alone applications

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  • Patel, Alpesh M.
  • Singal, Sunil Kumar

Abstract

The component selection plays an important role in the performance of the off-grid system. In this paper, an alternative method for optimal component selection, among a list of commercially available equipment, of the off-grid integrated renewable energy system has been developed. The proposed method identifies the optimal components based on their contribution to the overall cost and power reliability of the system. The practicability of the proposed method has been evaluated by modeling the integrated renewable energy system to electrify the rural area. The impact of system components on the overall cost and power reliability has been evaluated by using the multi-variable linear regression technique along with the gradient descent algorithm. Then, the best components have been identified based on the trade-off between their impacts on the overall cost and power reliability of the system by using an analytical hierarchy process. The performance of the proposed method has been validated using the particle swarm optimization algorithm. At last, the sensitivity analysis has been performed to investigate the effect of variation in most influencing parameters. The comparative assessment of the proposed method with the existing method indicates its superiority in identifying the optimal components of the off-grid integrated renewable energy system.

Suggested Citation

  • Patel, Alpesh M. & Singal, Sunil Kumar, 2019. "Optimal component selection of integrated renewable energy system for power generation in stand-alone applications," Energy, Elsevier, vol. 175(C), pages 481-504.
    • Handle: RePEc:eee:energy:v:175:y:2019:i:c:p:481-504
    DOI: 10.1016/j.energy.2019.03.055
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    as
    1. Gupta, Ajai & Saini, R.P. & Sharma, M.P., 2011. "Modelling of hybrid energy system—Part I: Problem formulation and model development," Renewable Energy, Elsevier, vol. 36(2), pages 459-465.
    2. Murthy, K.S.R. & Rahi, O.P., 2016. "Preliminary assessment of wind power potential over the coastal region of Bheemunipatnam in northern Andhra Pradesh, India," Renewable Energy, Elsevier, vol. 99(C), pages 1137-1145.
    3. Ramli, Makbul A.M. & Bouchekara, H.R.E.H. & Alghamdi, Abdulsalam S., 2018. "Optimal sizing of PV/wind/diesel hybrid microgrid system using multi-objective self-adaptive differential evolution algorithm," Renewable Energy, Elsevier, vol. 121(C), pages 400-411.
    4. Chauhan, Anurag & Saini, R.P., 2016. "Discrete harmony search based size optimization of Integrated Renewable Energy System for remote rural areas of Uttarakhand state in India," Renewable Energy, Elsevier, vol. 94(C), pages 587-604.
    5. Kenfack, Joseph & Neirac, François Pascal & Tatietse, Thomas Tamo & Mayer, Didier & Fogue, Médard & Lejeune, André, 2009. "Microhydro-PV-hybrid system: Sizing a small hydro-PV-hybrid system for rural electrification in developing countries," Renewable Energy, Elsevier, vol. 34(10), pages 2259-2263.
    6. Rajanna, S. & Saini, R.P., 2016. "Development of optimal integrated renewable energy model with battery storage for a remote Indian area," Energy, Elsevier, vol. 111(C), pages 803-817.
    7. Sinha, Sunanda & Chandel, S.S., 2015. "Review of recent trends in optimization techniques for solar photovoltaic–wind based hybrid energy systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 50(C), pages 755-769.
    8. Deshmukh, M.K. & Deshmukh, S.S., 2008. "Modeling of hybrid renewable energy systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 12(1), pages 235-249, January.
    9. Stoppato, Anna & Cavazzini, Giovanna & Ardizzon, Guido & Rossetti, Antonio, 2014. "A PSO (particle swarm optimization)-based model for the optimal management of a small PV(Photovoltaic)-pump hydro energy storage in a rural dry area," Energy, Elsevier, vol. 76(C), pages 168-174.
    10. Hernández-Torres, David & Urdaneta Urdaneta, Alberto J. & De Oliveira-De Jesus, Paulo, 2015. "A hierarchical methodology for the integral net energy design of small-scale hybrid renewable energy systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 52(C), pages 100-110.
    11. Zhou, Wei & Lou, Chengzhi & Li, Zhongshi & Lu, Lin & Yang, Hongxing, 2010. "Current status of research on optimum sizing of stand-alone hybrid solar-wind power generation systems," Applied Energy, Elsevier, vol. 87(2), pages 380-389, February.
    12. Katti, Pradeep K. & Khedkar, Mohan K., 2007. "Alternative energy facilities based on site matching and generation unit sizing for remote area power supply," Renewable Energy, Elsevier, vol. 32(8), pages 1346-1362.
    13. Norbu, Sonam & Bandyopadhyay, Santanu, 2017. "Power Pinch Analysis for optimal sizing of renewable-based isolated system with uncertainties," Energy, Elsevier, vol. 135(C), pages 466-475.
    14. Upadhyay, Subho & Sharma, M.P., 2016. "Selection of a suitable energy management strategy for a hybrid energy system in a remote rural area of India," Energy, Elsevier, vol. 94(C), pages 352-366.
    15. Das, Barun K. & Al-Abdeli, Yasir M. & Kothapalli, Ganesh, 2017. "Optimisation of stand-alone hybrid energy systems supplemented by combustion-based prime movers," Applied Energy, Elsevier, vol. 196(C), pages 18-33.
    16. Chauhan, Anurag & Saini, R.P., 2016. "Techno-economic feasibility study on Integrated Renewable Energy System for an isolated community of India," Renewable and Sustainable Energy Reviews, Elsevier, vol. 59(C), pages 388-405.
    17. Upadhyay, Subho & Sharma, M.P., 2015. "Development of hybrid energy system with cycle charging strategy using particle swarm optimization for a remote area in India," Renewable Energy, Elsevier, vol. 77(C), pages 586-598.
    18. Mbaka, Nfah Eustace & Mucho, Ngundam John & Godpromesse, Kenne, 2010. "Economic evaluation of small-scale photovoltaic hybrid systems for mini-grid applications in far north Cameroon," Renewable Energy, Elsevier, vol. 35(10), pages 2391-2398.
    19. Iqbal, M. & Azam, M. & Naeem, M. & Khwaja, A.S. & Anpalagan, A., 2014. "Optimization classification, algorithms and tools for renewable energy: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 39(C), pages 640-654.
    20. Vishnupriyan, J. & Manoharan, P.S., 2017. "Demand side management approach to rural electrification of different climate zones in Indian state of Tamil Nadu," Energy, Elsevier, vol. 138(C), pages 799-815.
    21. Gupta, Ajai & Saini, R.P. & Sharma, M.P., 2010. "Steady-state modelling of hybrid energy system for off grid electrification of cluster of villages," Renewable Energy, Elsevier, vol. 35(2), pages 520-535.
    22. Ai, B. & Yang, H. & Shen, H. & Liao, X., 2003. "Computer-aided design of PV/wind hybrid system," Renewable Energy, Elsevier, vol. 28(10), pages 1491-1512.
    23. Gupta, Ajai & Saini, R.P. & Sharma, M.P., 2011. "Modelling of hybrid energy system—Part III: Case study with simulation results," Renewable Energy, Elsevier, vol. 36(2), pages 474-481.
    24. Mason, I.G. & Page, S.C. & Williamson, A.G., 2010. "A 100% renewable electricity generation system for New Zealand utilising hydro, wind, geothermal and biomass resources," Energy Policy, Elsevier, vol. 38(8), pages 3973-3984, August.
    25. Heylen, Evelyn & Deconinck, Geert & Van Hertem, Dirk, 2018. "Review and classification of reliability indicators for power systems with a high share of renewable energy sources," Renewable and Sustainable Energy Reviews, Elsevier, vol. 97(C), pages 554-568.
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