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作者:

Ji, Ling (Ji, Ling.) (学者:嵇灵) | Zhang, Bei-Bei (Zhang, Bei-Bei.) | Huang, Guo-He (Huang, Guo-He.) | Xie, Yu-Lei (Xie, Yu-Lei.) | Niu, Dong-Xiao (Niu, Dong-Xiao.)

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SSCI EI Scopus

摘要:

In this paper, a fuzzy risk-explicit interval parameter programming (FREIPP) approach was provided for multiple energy supply and demand management in microgrid system under uncertainties. The FREIPP method integrates risk-explicit interval linear programming and fuzzy theory within a general framework. It can tackle fuzzy and interval uncertainties in terms of various cost coefficients, forecasted load demand, decision maker's risk attitude and other uncertainties in microgrid system management. Compared with traditional interval parameter programming, the proposed method has distinct advantages in minimizing the system cost and risk simultaneously and providing more risk explicit solutions with the regard of obscure risk preference of decision maker. The FREIPP approach was successfully applied in a microgrid system with combined cooling, heating and power (CCHP) generation for three types of decision maker (i.e. defensive, neutral and aggressive). The obtained results indicated that the proposed FREIPP approach could provide optimal operation strategies with explicit cost-risk tradeoff information for decision maker when facing multiple complex uncertainties. Furthermore, it could help decision maker with different risk tolerance select desired optimal risk-aversion strategies, which is more realistic in real-world decision making process. (C) 2018 Elsevier B.V. All rights reserved.

关键词:

CCHP Energy management schemes Fuzzy theory Risk attitude Risk-explicit interval parameter programming

作者机构:

  • [ 1 ] [Ji, Ling]Beijing Univ Technol, Coll Econ & Management, Res Base Beijing Modern Mfg Dev, Beijing 100124, Peoples R China
  • [ 2 ] [Zhang, Bei-Bei]Beijing Univ Technol, Coll Econ & Management, Res Base Beijing Modern Mfg Dev, Beijing 100124, Peoples R China
  • [ 3 ] [Huang, Guo-He]Univ Regina, Fac Engn, Environm Syst Engn Program, Regina, SK S4S 0A2, Canada
  • [ 4 ] [Xie, Yu-Lei]Yalong River Hydropower Dev Co Ltd, Chengdu 610051, Sichuan, Peoples R China
  • [ 5 ] [Niu, Dong-Xiao]North China Elect Power Univ, Sch Econ & Management, Beijing 102206, Peoples R China

通讯作者信息:

  • 嵇灵

    [Ji, Ling]Beijing Univ Technol, Sch Econ & Management, 100 Ping Le Yuan, Beijing 100124, Peoples R China

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来源 :

ENERGY ECONOMICS

ISSN: 0140-9883

年份: 2018

卷: 70

页码: 525-535

ESI学科: ECONOMICS & BUSINESS;

ESI高被引阀值:58

JCR分区:1

被引次数:

WoS核心集被引频次: 0

SCOPUS被引频次: 19

ESI高被引论文在榜: 0 展开所有

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