Optimal Sizing of a Hybrid Wind-Photovoltaic-Battery Plant to Mitigate Output Fluctuations in a Grid-Connected System

A novel optimization strategy is proposed to achieve a reliable hybrid plant of wind, solar, and battery (HWSPS). This strategy’s purpose is to reduce the power losses in a wind farm and at the same time reduce the fluctuations in the output of HWSPS generation. In addition, the proposed strategy is...

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Veröffentlicht in:Energies (Basel) Jg. 13; H. 11; S. 3015
Hauptverfasser: Al Shereiqi, Abdullah, Al-Hinai, Amer, Albadi, Mohammed, Al-Abri, Rashid
Format: Journal Article
Sprache:Englisch
Veröffentlicht: Basel MDPI AG 01.06.2020
Schlagworte:
Artificial intelligence
energy management
Feasibility studies
Genetic algorithms
hybrid system
Linear programming
Load
Optimization techniques
Power supply
sizing optimization
smoothing
Solar energy
Turbines
turbines layout
wake effect
Wind farms
Wind power
ISSN:1996-1073, 1996-1073
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Abstract A novel optimization strategy is proposed to achieve a reliable hybrid plant of wind, solar, and battery (HWSPS). This strategy’s purpose is to reduce the power losses in a wind farm and at the same time reduce the fluctuations in the output of HWSPS generation. In addition, the proposed strategy is different from previous studies in that it does not involve a load demand profile. The process of defining the HWSPS capacity is carried out in two main stages. In the first stage, an optimal wind farm is determined using the genetic algorithm subject to site dimensions and spacing between the turbines, taking Jensen’s wake effect model into consideration to eliminate the power losses due to the wind turbines’ layout. In the second stage, a numerical iterative algorithm is deployed to get the optimal combination of photovoltaic and energy storage system sizes in the search space based on the wind reference power generated by the moving average. The reliability indices and cost are the basis for obtaining the optimal combination of photovoltaic and energy storage system according to a contribution factor with 100 different configurations. A case study in Thumrait in the Sultanate of Oman is used to verify the usefulness of the proposed optimal sizing approach.
AbstractList A novel optimization strategy is proposed to achieve a reliable hybrid plant of wind, solar, and battery (HWSPS). This strategy’s purpose is to reduce the power losses in a wind farm and at the same time reduce the fluctuations in the output of HWSPS generation. In addition, the proposed strategy is different from previous studies in that it does not involve a load demand profile. The process of defining the HWSPS capacity is carried out in two main stages. In the first stage, an optimal wind farm is determined using the genetic algorithm subject to site dimensions and spacing between the turbines, taking Jensen’s wake effect model into consideration to eliminate the power losses due to the wind turbines’ layout. In the second stage, a numerical iterative algorithm is deployed to get the optimal combination of photovoltaic and energy storage system sizes in the search space based on the wind reference power generated by the moving average. The reliability indices and cost are the basis for obtaining the optimal combination of photovoltaic and energy storage system according to a contribution factor with 100 different configurations. A case study in Thumrait in the Sultanate of Oman is used to verify the usefulness of the proposed optimal sizing approach.
Author Al-Hinai, Amer
Al Shereiqi, Abdullah
Albadi, Mohammed
Al-Abri, Rashid
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Snippet A novel optimization strategy is proposed to achieve a reliable hybrid plant of wind, solar, and battery (HWSPS). This strategy’s purpose is to reduce the...
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SubjectTerms Artificial intelligence
energy management
Feasibility studies
Genetic algorithms
hybrid system
Linear programming
Load
Optimization techniques
Power supply
sizing optimization
smoothing
Solar energy
Turbines
turbines layout
wake effect
Wind farms
Wind power
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Title Optimal Sizing of a Hybrid Wind-Photovoltaic-Battery Plant to Mitigate Output Fluctuations in a Grid-Connected System
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Volume 13
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