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Optimal energy management of a PV-WTG-BSS-DG microgrid system

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  • Adefarati, T.
  • Bansal, R.C.
  • Bettayeb, M.
  • Naidoo, R.

Abstract

The financial and technical advantages of renewable energy resources (RERs), coupled with their applications in the microgrid system (MGS) have considerably reduced the power demand from the utility grid. The green energy technologies (GETs) have become a potential alternative to increase energy efficiency, maximise the use of RERs and significantly reduce the operation of the diesel generator (DG). In view of this, this research work proposes an optimal power solution that comprises of the dynamic load, wind turbine generator (WTG), battery storage system (BSS), photovoltaic (PV) and DG. The energy management scheme is proposed in the study to coordinate the power sharing among the significant constituents of a MGS. The fmincon programming function is applied to explore local RERs for the benefits of customers at the demand side and to increase access to a continuous power supply. The objective of the proposed approach is to minimise the total cost (TC), minimise cost of energy (COE), maximise the benefit to cost ratio (BCR), maximise the application of RERs and minimise the operations of the DG and BSS. The variations of the power demand in spring, winter, autumn and summer are considered as the prerequisites to assess the operational efficiency of the power system. The outcomes of the research work established the fact that the proposed scheme can achieve a substantial reduction in the fuel cost (FC), maintenance cost (MC) and emission cost (EC) because the DG is only switched on when the power from RERs is not adequate to satisfy the power requirement. This indicates that the PV and WTG operate with great potentials to achieve cost savings and improve the performance of an off-grid MGS. The outcomes of this research work will provide significant information to the independent power providers (IPPs) and microgrid operators (MGOs) to make appropriate decisions while planning and designing their power systems. The results obtained from the study can be used by the government organisations as the benchmarks to improve the global power generation and reduce power crisis and subsidies on the importation of crude oil through diversification from brown energy technologies (BETs) to GETs.

Suggested Citation

  • Adefarati, T. & Bansal, R.C. & Bettayeb, M. & Naidoo, R., 2021. "Optimal energy management of a PV-WTG-BSS-DG microgrid system," Energy, Elsevier, vol. 217(C).
    • Handle: RePEc:eee:energy:v:217:y:2021:i:c:s0360544220324658
    DOI: 10.1016/j.energy.2020.119358
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    1. Kabir, M.N. & Mishra, Y. & Bansal, R.C., 2016. "Probabilistic load flow for distribution systems with uncertain PV generation," Applied Energy, Elsevier, vol. 163(C), pages 343-351.
    2. Ali Saleh Aziz & Mohammad Faridun Naim Tajuddin & Mohd Rafi Adzman & Makbul A. M. Ramli & Saad Mekhilef, 2019. "Energy Management and Optimization of a PV/Diesel/Battery Hybrid Energy System Using a Combined Dispatch Strategy," Sustainability, MDPI, vol. 11(3), pages 1-26, January.
    3. Fodhil, F. & Hamidat, A. & Nadjemi, O., 2019. "Potential, optimization and sensitivity analysis of photovoltaic-diesel-battery hybrid energy system for rural electrification in Algeria," Energy, Elsevier, vol. 169(C), pages 613-624.
    4. Ogunjuyigbe, A.S.O. & Ayodele, T.R. & Akinola, O.A., 2016. "Optimal allocation and sizing of PV/Wind/Split-diesel/Battery hybrid energy system for minimizing life cycle cost, carbon emission and dump energy of remote residential building," Applied Energy, Elsevier, vol. 171(C), pages 153-171.
    5. Semaria Ruiz & Julian Patiño & Alejandro Marquez-Ruiz & Jairo Espinosa & Eduardo Duque & Paola Ortiz, 2019. "Optimal Design of a Diesel-PV-Wind-Battery-Hydro Pumped POWER system with the Integration of ELECTRIC vehicles in a Colombian Community," Energies, MDPI, vol. 12(23), pages 1-19, November.
    6. 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.
    7. Rodríguez-Gallegos, Carlos D. & Yang, Dazhi & Gandhi, Oktoviano & Bieri, Monika & Reindl, Thomas & Panda, S.K., 2018. "A multi-objective and robust optimization approach for sizing and placement of PV and batteries in off-grid systems fully operated by diesel generators: An Indonesian case study," Energy, Elsevier, vol. 160(C), pages 410-429.
    8. Su, Yongxin & Zhou, Yao & Tan, Mao, 2020. "An interval optimization strategy of household multi-energy system considering tolerance degree and integrated demand response," Applied Energy, Elsevier, vol. 260(C).
    9. Adefarati, T. & Bansal, R.C., 2017. "Reliability and economic assessment of a microgrid power system with the integration of renewable energy resources," Applied Energy, Elsevier, vol. 206(C), pages 911-933.
    10. Adefarati, T. & Bansal, R.C., 2017. "Reliability assessment of distribution system with the integration of renewable distributed generation," Applied Energy, Elsevier, vol. 185(P1), pages 158-171.
    11. Li, Chong & Zhou, Dequn & Wang, Hui & Cheng, Huanbo & Li, Dongdong, 2019. "Feasibility assessment of a hybrid PV/diesel/battery power system for a housing estate in the severe cold zone—A case study of Harbin, China," Energy, Elsevier, vol. 185(C), pages 671-681.
    12. Guangqian, Du & Bekhrad, Kaveh & Azarikhah, Pouria & Maleki, Akbar, 2018. "A hybrid algorithm based optimization on modeling of grid independent biodiesel-based hybrid solar/wind systems," Renewable Energy, Elsevier, vol. 122(C), pages 551-560.
    13. Kusakana, Kanzumba, 2015. "Operation cost minimization of photovoltaic–diesel–battery hybrid systems," Energy, Elsevier, vol. 85(C), pages 645-653.
    14. Javed, Muhammad Shahzad & Song, Aotian & Ma, Tao, 2019. "Techno-economic assessment of a stand-alone hybrid solar-wind-battery system for a remote island using genetic algorithm," Energy, Elsevier, vol. 176(C), pages 704-717.
    15. Kumar, Jitendra & Suryakiran, B.V. & Verma, Ashu & Bhatti, T.S., 2019. "Analysis of techno-economic viability with demand response strategy of a grid-connected microgrid model for enhanced rural electrification in Uttar Pradesh state, India," Energy, Elsevier, vol. 178(C), pages 176-185.
    16. Das, Barun K. & Zaman, Forhad, 2019. "Performance analysis of a PV/Diesel hybrid system for a remote area in Bangladesh: Effects of dispatch strategies, batteries, and generator selection," Energy, Elsevier, vol. 169(C), pages 263-276.
    17. Mousavi, Navid & Kothapalli, Ganesh & Habibi, Daryoush & Das, Choton K. & Baniasadi, Ali, 2020. "A novel photovoltaic-pumped hydro storage microgrid applicable to rural areas," Applied Energy, Elsevier, vol. 262(C).
    18. Mazzeo, Domenico & Oliveti, Giuseppe & Baglivo, Cristina & Congedo, Paolo M., 2018. "Energy reliability-constrained method for the multi-objective optimization of a photovoltaic-wind hybrid system with battery storage," Energy, Elsevier, vol. 156(C), pages 688-708.
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    Cited by:

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    3. AlHajri, Ibrahim & Ahmadian, Ali & Alazmi, Radhi, 2023. "A comprehensive technical, economic, and environmental evaluation for optimal planning of renewable energy resources to supply water desalination units: Kuwait case study," Energy, Elsevier, vol. 275(C).
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    5. Aslam Amir & Hussain Shareef & Falah Awwad, 2023. "Energy Management in a Standalone Microgrid: A Split-Horizon Dual-Stage Dispatch Strategy," Energies, MDPI, vol. 16(8), pages 1-25, April.
    6. Fathy, Ahmed, 2023. "Bald eagle search optimizer-based energy management strategy for microgrid with renewable sources and electric vehicles," Applied Energy, Elsevier, vol. 334(C).
    7. Zeljković, Čedomir & Mršić, Predrag & Erceg, Bojan & Lekić, Đorđe & Kitić, Nemanja & Matić, Petar, 2022. "Optimal sizing of photovoltaic-wind-diesel-battery power supply for mobile telephony base stations," Energy, Elsevier, vol. 242(C).
    8. La Fata, Alice & Brignone, Massimo & Procopio, Renato & Bracco, Stefano & Delfino, Federico & Barilli, Riccardo & Ravasi, Martina & Zanellini, Fabio, 2022. "An efficient Energy Management System for long term planning and real time scheduling of flexible polygeneration systems," Renewable Energy, Elsevier, vol. 200(C), pages 1180-1201.

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