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基于太陽(yáng)能充電站中風(fēng)光火多目標優(yōu)化管理問(wèn)題的研究
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國家自然科學(xué)基金(51307140)


Research on Multi-objective Optimization Management Problem of Wind Power, Photovoltaic and Thermal Based on Solar Charging Station
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    摘要:

    新能源汽車(chē)行業(yè)的蓬勃發(fā)展,帶來(lái)了新能源汽車(chē)充電站的建設和運營(yíng)相關(guān)問(wèn)題。無(wú)人值守是今后所有行業(yè)的一個(gè)主流趨勢,充電站當然也不例外。無(wú)人值守的充電站被要求不僅能對站內突發(fā)情況自主解決,而且充電站能夠充分、合理利用當地電力資源,實(shí)現電力資源的合理優(yōu)化調度。因此文中的重點(diǎn)便是研究如何均衡使用當地已有的電力資源,使得充電站運營(yíng)成本和電池損耗最小。文中在分析了太陽(yáng)能充電站的系統功能和運營(yíng)方式基礎之上,建立了該系統接入風(fēng)力、火力等電力資源的優(yōu)化調度模型,通過(guò)非支配遺傳算法NSGA-II對多目標函數優(yōu)化模型進(jìn)行求解,驗證模型的有效性和可靠性,為未來(lái)涉及多種電力資源的運營(yíng)管理問(wèn)題提供了一條參考途徑。

    Abstract:

    The booming development of the new energy EV industry has brought about problems related to the construction and operation of new energy vehicle charging stations. Unattended is a mainstream trend in all future industries, and charging stations are no exception. The unattended charging station is required to not only solve the sudden situation in the station, but also can fully and reasonably utilize the local power resources to realize the rational optimization and scheduling of the power resources. Therefore, the purpose of this paper is to study how to balance the use of local existing power resources, so that the charging station operating costs and battery losses can be minimized. Based on the analysis of the system function and operation mode of solar charging station and considering the validity and reliability of the model, the optimal scheduling model is established to access wind power, firepower and other power resources. The multi-objective function optimization model is calculated by non-dominated genetic algorithm NSGA-II, which provides a reference path for future operational management issues involving multiple power resources.

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邢毓華,劉興,程紹謙.基于太陽(yáng)能充電站中風(fēng)光火多目標優(yōu)化管理問(wèn)題的研究計算機測量與控制[J].,2019,27(7):174-179.

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  • 收稿日期:2018-12-24
  • 最后修改日期:2019-01-15
  • 錄用日期:2019-01-15
  • 在線(xiàn)發(fā)布日期: 2019-07-30
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