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Effective Operation of Generators based on JEPX Day-Ahead Spot Market Price Forecasting

机译:基于JEPX日前现货市场价格预测的发电机有效运行

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摘要

In Japan, Japan Electric Power Exchange (JEPX) commenced operation from April 1st, 2005. JEPX's main roles were trading surplus electricity and compensating shortage electricity caused by scheduled maintenance of generators. It is necessary to forecast market trend accurately in order to utilize JEPX market effectively. JEPX's day-ahead market price on every 30 minutes product is forecasted by combining the result of time series analysis and multiple linear regression analysis. Next, from the data of JEPX's market trading price and JEPX's market trading volume, the influence of additional sale bid and procurement on market price is analyzed. By utilizing JEPX's day-ahead market price forecast and the influence of additional procurement on market price, effective operation of generators and desirable maintenance scheduling is studied.
机译:在日本,日本电力交易所(JEPX)从2005年4月1日开始运营。JEPX的主要作用是交易剩余电力并补偿因发电机定期维护而引起的电力短缺。为了有效利用JEPX市场,必须准确预测市场趋势。通过结合时间序列分析和多元线性回归分析的结果,可以预测JEPX每30分钟产品的日间市场价格。接下来,从JEPX的市场交易价格和JEPX的市场交易量的数据中,分析了额外的买卖出价和采购对市场价格的影响。通过利用JEPX的日前市场价格预测以及额外采购对市场价格的影响,研究了发电机的有效运行和所需的维护计划。

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