Multi-objective Coordinated Operation of Source-Storage-Load for Residents Based on SPEA2

Zhao, Jingming; Chen, Mingli; Deng, Wenyang; Zhang, Yongjun; Yang, Yuyao

doi:10.1109/icpsasia52756.2021.9621349

2021 IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia) 2021

DOI: 10.1109/icpsasia52756.2021.9621349

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Multi-objective Coordinated Operation of Source-Storage-Load for Residents Based on SPEA2

Jingming Zhao

Mingli Chen

Wenyang Deng

et al.

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Cited by 3 publications

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Optimal sizing and location of grid-interfaced PV, PHES, and ultra capacitor systems to replace LFO and HFO based power generations

Amoussou,

Tanyi,

Agajie

et al. 2024

Sci Rep

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The impacts of climate change, combined with the depletion of fossil fuel reserves, are forcing human civilizations to reconsider the design of electricity generation systems to gradually and extensively incorporate renewable energies. This study aims to investigate the technical and economic aspects of replacing all heavy fuel oil (HFO) and light fuel oil (LFO) thermal power plants connected to the electricity grid in southern Cameroon. The proposed renewable energy system consists of a solar photovoltaic (PV) field, a pumped hydroelectric energy storage (PHES) system, and an ultra-capacitor energy storage system. The economic and technical performance of the new renewable energy system was assessed using metrics such as total annualized project cost (TAC), loss of load probability (LOLP), and loss of power supply probability (LPSP). The Multi-Objective Bonobo Optimizer (MOBO) was used to both size the components of the new renewable energy system and choose the best location for the solar PV array. The results achieved using MOBO were superior to those obtained from other known optimization techniques. Using metaheuristics for renewable energy system sizing necessitated the creation of mathematical models of renewable energy system components and techno-economic decision criteria under MATLAB software. Based on the results for the deficit rate (LPSP) of zero, the installation of the photovoltaic field in Bafoussam had the lowest TAC of around 52.78 × 106€ when compared to the results for Yaoundé, Bamenda, Douala, and Limbe. Finally, the project profitability analysis determined that the project is financially viable when the energy produced by the renewable energy systems is sold at an average price of 0.12 €/kWh.

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Optimal sizing and location of grid-interfaced PV, PHES, and ultra capacitor systems to replace LFO and HFO based power generations

Amoussou,

Tanyi,

Agajie

et al. 2024

Sci Rep

View full text Add to dashboard Cite

show abstract

Multi-Objective Optimal Scheduling of Household Appliances for Demand Side Management Using a Hybrid Heuristic Algorithm

Liu¹,

Li²,

Zhu³

et al. 2022

SSRN Journal

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Multi-Objective Optimal Scheduling of Household Appliances for Demand Side Management Using a Hybrid Heuristic Algorithm

Liu¹,

Li²,

Zhu³

et al. 2022

SSRN Journal

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Multi-objective Coordinated Operation of Source-Storage-Load for Residents Based on SPEA2

Cited by 3 publications

References 13 publications

Optimal sizing and location of grid-interfaced PV, PHES, and ultra capacitor systems to replace LFO and HFO based power generations

Optimal sizing and location of grid-interfaced PV, PHES, and ultra capacitor systems to replace LFO and HFO based power generations

Multi-Objective Optimal Scheduling of Household Appliances for Demand Side Management Using a Hybrid Heuristic Algorithm

Multi-Objective Optimal Scheduling of Household Appliances for Demand Side Management Using a Hybrid Heuristic Algorithm

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