Research And Development Of Decision Support System For Electricity Price Prediction Of Power Generation Enterprises

被引:0
作者
Wang Shuo [1 ]
Peng Xiuyan [1 ]
机构
[1] Harbin Engn Univ, Coll Automat, Harbin 150001, Peoples R China
来源
2019 INTERNATIONAL CONFERENCE ON SMART GRID AND ELECTRICAL AUTOMATION (ICSGEA) | 2019年
关键词
DSS; power generation; prediction; bidding; strategy; cost;
D O I
10.1109/ICSGEA.2019.00026
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
To meet the needs of power producers in production, operation and bidding for access to the Internet under new situation, we e develop the operation decision support system for power generation enterprises. The system includes cost characteristic analysis module, bidding analysis module, quotation strategy module, real-time quotation system module, real-time cost tracking module and transaction evaluation system module. In the key electricity price forecasting module, the cost analysis algorithm based on genetic optimization algorithm and bidding strategy based on game theory are developed. The testing results show that the operation decision support system of the power generation enterprises runs well and the forecast price is more accurate, which provides the technical basis for the power generation company to compete on the Internet and it provides strong support for future survival and development.
引用
收藏
页码:78 / 82
页数:5
相关论文
共 50 条
[21]   An Intelligent Decision Support System for Assessing the Default Risk in Small and Medium-Sized Enterprises [J].
Manjarres, Diana ;
Landa-Torres, Itziar ;
Andonegui, Imanol .
ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING, ICAISC 2017, PT II, 2017, 10246 :533-542
[22]   Decision Support System Development of Wildland Fire: A Systematic Mapping [J].
Vasquez, Felipe ;
Cravero, Ania ;
Castro, Manuel ;
Acevedo, Patricio .
FORESTS, 2021, 12 (07)
[23]   An Overview of Emerging Technologies in Contemporary Decision Support System Development [J].
Nursal, Ahmad Taufik ;
Omar, Mohd Faizal ;
Nawi, Mohd Nasrun Mohd .
INTERNATIONAL CONFERENCE ON QUANTITATIVE SCIENCES AND ITS APPLICATIONS (ICOQSIA 2014), 2014, 1635 :634-638
[24]   Development of Multilayer Situation Decision Support System and its applications [J].
Wan Houchong .
NANOTECHNOLOGY AND COMPUTER ENGINEERING, 2010, 121-122 :872-877
[25]   Decision Support System in the Area of Generating Innovative Research Projects of the Future [J].
Poteralska, Beata .
7TH INTERNATIONAL CONFERENCE ON ENGINEERING, PROJECT, AND PRODUCTION MANAGEMENT, 2017, 182 :587-593
[26]   The research on the decision support system based on information disclosure of listed company [J].
Wang, PF ;
Zhang, YH ;
Hao, CL .
PROCEEDINGS OF 2003 INTERNATIONAL CONFERENCE ON MANAGEMENT SCIENCE & ENGINEERING, VOLS I AND II, 2003, :448-451
[27]   Research on Requirement Analysis of Decision Support System for Equipment Logistics Transportation [J].
Yang, Lei ;
Zhang, Qiyi ;
Lu, Bangjun .
2013 INTERNATIONAL CONFERENCE ON ECONOMIC, BUSINESS MANAGEMENT AND EDUCATION INNOVATION (EBMEI 2013), VOL 19, 2013, 19 :259-264
[28]   Research on multi-agent based organization decision support system [J].
Wang, Guozheng ;
Ju, Chunhua .
DCABES 2006 PROCEEDINGS, VOLS 1 AND 2, 2006, :575-577
[29]   Building a Web-based Decision Support System for Sustainable Development of Energy, Economy and Environment [J].
Wang Xiuquan ;
Shen Xiaoliu ;
Tan Zhongfu .
PROCEEDINGS OF THE 2009 INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING SYSTEMS, 2009, :81-+
[30]   Proposed Decision Support System (DSS) for Indian Rice Crop Yield Prediction [J].
Gandhi, Niketa ;
Armstrong, Leisa J. ;
Petkar, Owaiz .
2016 IEEE INTERNATIONAL CONFERENCE ON TECHNOLOGICAL INNOVATIONS IN ICT FOR AGRICULTURE AND RURAL DEVELOPMENT (TIAR), 2016, :13-18