工业工程
工業工程
공업공정
Industrial Engineering Journal
2014年
2期
12~16
,共null页
曾鸣 王玉萍 王蕾 薛松 何彦英
曾鳴 王玉萍 王蕾 薛鬆 何彥英
증명 왕옥평 왕뢰 설송 하언영
电力市场 agent模型 供给函数均衡
電力市場 agent模型 供給函數均衡
전력시장 agent모형 공급함수균형
electricity markets; agent model; supply function equilibrium
在考虑期货市场和日常市场极值的基础上构建agent模型和供给函数均衡(supplyfunctionequilibrium,SFE)模型,并针对模型的预测准确程度进行对比分析。以某城市电网中的4个典型工作日为例进行算例分析,结果表明在非用电高峰时段,agent模型对于价格水平和波动性的预测能力较强,而SFE模型可以更准确地预测非高峰时段的电价。
在攷慮期貨市場和日常市場極值的基礎上構建agent模型和供給函數均衡(supplyfunctionequilibrium,SFE)模型,併針對模型的預測準確程度進行對比分析。以某城市電網中的4箇典型工作日為例進行算例分析,結果錶明在非用電高峰時段,agent模型對于價格水平和波動性的預測能力較彊,而SFE模型可以更準確地預測非高峰時段的電價。
재고필기화시장화일상시장겁치적기출상구건agent모형화공급함수균형(supplyfunctionequilibrium,SFE)모형,병침대모형적예측준학정도진행대비분석。이모성시전망중적4개전형공작일위례진행산례분석,결과표명재비용전고봉시단,agent모형대우개격수평화파동성적예측능력교강,이SFE모형가이경준학지예측비고봉시단적전개。
The advancement in power system reform promotes an increasingly competitive electricity mar- ket. Under such an environment, based on competitors and personal situation, power generation companies have developed reasonable and effective bidding strategies to maximize profits. By considering extreme val- ue of the future market and the daily market, an agent model and supply function equilibrium (SFE) mod- el are built. Then, the prediction accuracy obtained by the models is compared. With a numerical example of four typical days in a regional grid of some cities, it is shown that, in the non-peak hours, the agent model has a strong forecasting ability of the price level and volatility, while the SFE model can more accu- rately predict off-peak price level.