电力系统自动化
電力繫統自動化
전력계통자동화
AUTOMATION OF ELECTRIC POWER SYSTEMS
2015年
17期
42-48,88
,共8页
储能系统%遗传算法%容量优化%电力需求侧%经济性分析
儲能繫統%遺傳算法%容量優化%電力需求側%經濟性分析
저능계통%유전산법%용량우화%전력수구측%경제성분석
energy storage system%genetic algorithm%capacity optimization%power demand side%economic benefits analysis
储能系统由于具备对功率和能量的时间迁移能力,是实施电力需求侧管理、控制负荷变动的一种有效手段。分析并建立由储能系统初始投资成本、运行维护成本、设备更换成本和资金收益构成的储能系统净现值目标函数,为准确估算储能在频繁不规则循环下的寿命周期,提出了一种基于等效寿命损耗的电池寿命计算模型;为确定储能充放电起止时刻,提出了一种改进的储能充放电策略。在容量优化计算中,采用量子编码结合自适应遗传算法,并引入灾变思想以提高计算速度达到全局最优。最后基于某电力需求侧一典型日的数据,分别对锂离子、钠硫、铅酸储能系统容量进行优化,通过基于净现值的经济性分析,对比三种储能应用于电力需求侧的经济性,结果表明,基于文中设置的边界条件,钠硫储能较另外两种储能更具经济性。
儲能繫統由于具備對功率和能量的時間遷移能力,是實施電力需求側管理、控製負荷變動的一種有效手段。分析併建立由儲能繫統初始投資成本、運行維護成本、設備更換成本和資金收益構成的儲能繫統淨現值目標函數,為準確估算儲能在頻繁不規則循環下的壽命週期,提齣瞭一種基于等效壽命損耗的電池壽命計算模型;為確定儲能充放電起止時刻,提齣瞭一種改進的儲能充放電策略。在容量優化計算中,採用量子編碼結閤自適應遺傳算法,併引入災變思想以提高計算速度達到全跼最優。最後基于某電力需求側一典型日的數據,分彆對鋰離子、鈉硫、鉛痠儲能繫統容量進行優化,通過基于淨現值的經濟性分析,對比三種儲能應用于電力需求側的經濟性,結果錶明,基于文中設置的邊界條件,鈉硫儲能較另外兩種儲能更具經濟性。
저능계통유우구비대공솔화능량적시간천이능력,시실시전력수구측관리、공제부하변동적일충유효수단。분석병건립유저능계통초시투자성본、운행유호성본、설비경환성본화자금수익구성적저능계통정현치목표함수,위준학고산저능재빈번불규칙순배하적수명주기,제출료일충기우등효수명손모적전지수명계산모형;위학정저능충방전기지시각,제출료일충개진적저능충방전책략。재용량우화계산중,채용양자편마결합자괄응유전산법,병인입재변사상이제고계산속도체도전국최우。최후기우모전력수구측일전형일적수거,분별대리리자、납류、연산저능계통용량진행우화,통과기우정현치적경제성분석,대비삼충저능응용우전력수구측적경제성,결과표명,기우문중설치적변계조건,납류저능교령외량충저능경구경제성。
The energy storage system (ESS) is an effective means of power demand side management (DSM) and control of load variation for its time shift capability with respect to power and energy.This paper presents an objective function of ESS net present value (NPV) composed of factors of the initial investment capital,operation and maintenance costs,equipments replacement costs and capital gains.A model based on equivalent life loss for calculating the battery life and an improved strategy for ESS charge/discharge is proposed, which is used for estimating the life of ESS with irregular cycles and determining the start-stop time of ESS charge/discharge,respectively.To speed up the calculation for achieving the global optimal solution,a scheme of quantum coding combined with self-adapting GA is adopted and cataclysm is introduced.A case study is made in terms of NPV for analyzing the economic benefits of three kinds of ESS,i.e.lithium-ion,lead-acid and sodium-sulfur.Based on boundary conditions set up in this paper,the experimental results show that sodium-sulfur ESS applied on the power demand side brings better economic benefits than the other two.