电力现货市场仿真系统的设计与实现Design and Implementation of Power Spot Market Simulation System
江泽志,梁立全,刘滨,陈皓勇,伍景阳
JIANG Zezhi,LIANG Liquan,LIU Bin,CHEN Haoyong,WU Jingyang
摘要(Abstract)：
电力现货市场的开启对售电公司意味着机遇和挑战。基于售电公司的实际需求,介绍了电力现货市场仿真系统的设计及实现。该系统基于Java和Python编程语言,采用高效、可靠、灵活、可扩展的系统架构;可视化电网模型的编辑提高了售电公司的仿真效率;系统模块之间实现完全解耦,有益于快速适应不同的出清规则,提高售电公司竞争力。
The opening of the power spot market means opportunities and challenges for power sales companies. Based on the actual needs of power sales companies, this paper introduces the design and implementation of the power spot market simulation system. Based on Java and Python programming languages, the system adopts an efficient, reliable, flexible and scalable system architecture. The editing of the visual power grid model improves the simulation efficiency of the sales company; the complete decoupling between the system modules is beneficial to quickly adapt to different clearing rules and improve the competitiveness of the power sales companies.
关键词(KeyWords)：
售电公司;电力现货市场;仿真系统
power sales company;power spot market;simulation system
基金项目(Foundation):
作者(Author):
江泽志,梁立全,刘滨,陈皓勇,伍景阳
JIANG Zezhi,LIANG Liquan,LIU Bin,CHEN Haoyong,WU Jingyang
DOI: 10.19585/j.zjdl.202001011
参考文献(References)：
- [1]杨立.拉格朗日松弛法在机组组合中的应用[J].山西电子技术,2018(5):41-44.
- [2]王秋虎.电力市场背景下电力交易风险管理策略研究[J].中国科技投资,2018(23):117.
- [3]程雪儿.电力市场环境下的市场风险研究[J].机电信息,2018(6):97-98.
- [4]章维维.基于ARIMA修正模型的电力市场价格预测研究[D].吉林:东北电力大学,2018.
- [5]范玉宏,张维,丁珩,等.改进灰色模型预测电力现货与中长期市场价格[J].管理观察,2018(22):45-49.
- [6]李正欣,赵林度.基于贝叶斯框架下LS-SVM的时间序列预测模型[J].系统工程理论与实践,2007,27(5):142-146.
- [7]张建,马光文,杨东方,等.边际电价预测的三时点模型[J].水电能源科学,2003,21(2):87-88.
- [8]MACIEJOWSKA K,NOWOTARSKI J,WERON R.Probabilistic forecasting of electricity spot prices using Factor Quantile Regression Averaging[J].International journal of forecasting,2016,32(3):957-965.
- [9]曾子晗,郑凤朝,伍端泽.基于历史负荷因子分析的短期负荷预测方法应用[J].低碳世界,2019,9(5):89-90.
- [10]何青,高效,张文月,等.美国德州电力市场零售电价套餐体系及启示[J].供用电,2018,35(12):50-55.
- [11]刘晓光,刘晓峰,胡彬.基于多Agent的电力市场仿真系统设计[J].计算机仿真,2004,22(3):211-213.
- [12]丁恰,昌力,涂孟夫.电力现货市场技术支持系统关键技术探讨[J].电力系统自动化,2018,42(23):1-8.
- [13]陈皓勇,王锡凡,王秀丽,等.基于Java的电力市场竞价实验平台设计、实现及应用[J].电力系统自动化,2004,28(17):22-26.
- [14]KRISHNAMURTHY D,LI W N,TESFATSION L.An 8-Zone Test System based on ISO New England Data:De velopment and Application[J].IEEE Transactions on Power Systems,2015,31(1):1-13.
- [15]宋嗣博,杨苹,许志荣,等.基于日前电价预测的机组报价策略[J].南方电网技术,2017,11(2):57-70.
- [16]陈建华.电力市场中发电商报价行为分析[D].杭州:浙江大学,2004.