电力系统自动化
電力繫統自動化
전력계통자동화
AUTOMATION OF ELECTRIC POWER SYSTEMS
2014年
9期
211-217
,共7页
黄伟%黄婷%周欢%王冠男%崔屹平
黃偉%黃婷%週歡%王冠男%崔屹平
황위%황정%주환%왕관남%최흘평
微电网(微网)%经济调度%动态系统理论%改进微分进化算法
微電網(微網)%經濟調度%動態繫統理論%改進微分進化算法
미전망(미망)%경제조도%동태계통이론%개진미분진화산법
microgrid%economical dispatch%dynamic system theory%improved differential evolution algorithm
针对微电网静态经济调度忽略了各时段之间内在联系的不足,考虑风电机组、光伏电池以及钠硫电池等不确定性因素对经济调度的影响,以微电源出力和微电网运行成本最小为目标函数,建立了微电网动态经济调度模型。采用VC++编制了利用改进微分进化算法的微电网动态经济调度程序,通过改变动态交叉因子,提高了算法的收敛速度和防止陷入局部最优的能力。根据微电网算例结构的特点,分别针对微电网孤网/并网运行情况,制定了微电源的出力原则和运行控制策略。计算结果表明,采用动态优化理论的微电网经济调度较静态调度在成本节约上更具优势,也使得钠硫电池的充放电更具有全局性和实际意义。
針對微電網靜態經濟調度忽略瞭各時段之間內在聯繫的不足,攷慮風電機組、光伏電池以及鈉硫電池等不確定性因素對經濟調度的影響,以微電源齣力和微電網運行成本最小為目標函數,建立瞭微電網動態經濟調度模型。採用VC++編製瞭利用改進微分進化算法的微電網動態經濟調度程序,通過改變動態交扠因子,提高瞭算法的收斂速度和防止陷入跼部最優的能力。根據微電網算例結構的特點,分彆針對微電網孤網/併網運行情況,製定瞭微電源的齣力原則和運行控製策略。計算結果錶明,採用動態優化理論的微電網經濟調度較靜態調度在成本節約上更具優勢,也使得鈉硫電池的充放電更具有全跼性和實際意義。
침대미전망정태경제조도홀략료각시단지간내재련계적불족,고필풍전궤조、광복전지이급납류전지등불학정성인소대경제조도적영향,이미전원출력화미전망운행성본최소위목표함수,건립료미전망동태경제조도모형。채용VC++편제료이용개진미분진화산법적미전망동태경제조도정서,통과개변동태교차인자,제고료산법적수렴속도화방지함입국부최우적능력。근거미전망산례결구적특점,분별침대미전망고망/병망운행정황,제정료미전원적출력원칙화운행공제책략。계산결과표명,채용동태우화이론적미전망경제조도교정태조도재성본절약상경구우세,야사득납류전지적충방전경구유전국성화실제의의。
In order to deal with the shortcomings of static economical dispatch for microgrid ignoring the inherent link between the intervals,by considering the influence of wind turbines, photovoltaic cells and sodium sulfur battery on economical operation,and with micro power output and power operation minimum cost as objective function,a dynamic economical dispatch model for microgrid is proposed.A VC++ procedure for microgrid dynamic economical dispatch using the improved differential evolution algorithm is compiled.By improving the parameters set of the algorithm,the convergence speed and ability of preventing the algorithm from falling into local optimum are enhanced.According to the characteristics of the microgrid structure of calculation,the grid-isolated/grid-connected mode operation output principle of the micro-source and control strategy of typical microgrid structure are formulated.The results show that the dynamic economical dispatch model for microgrid has more advantages than static scheduling in cost saving,and is more global and practical for sodium sulfur battery charge and discharge.