Financial risk management for new technology integration in energy planning under uncertainty

被引:26
|
作者
Ahmed, Sajjad [1 ,3 ]
Elsholkami, Mohamed [1 ]
Elkamel, Ali [1 ]
Du, Juan [2 ]
Ydstie, Erik B. [2 ]
Douglas, Peter L. [1 ]
机构
[1] Univ Waterloo, Dept Chem Engn, Waterloo, ON N2L 3G1, Canada
[2] Carnegie Mellon Univ, Dept Chem Engn, Pittsburgh, PA 15213 USA
[3] PPG, Pittsburgh, PA USA
关键词
Financial risk management; Energy planning; Optimization; New technology integration; SUPPLY CHAIN; OPTIMIZATION; SYSTEMS;
D O I
10.1016/j.apenergy.2014.03.058
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
This paper proposes a new methodology to include financial risk management in the framework of two-stage stochastic programming for energy planning under uncertainties in demand and fuel price. A deterministic mixed integer linear programming formulation is extended to a two-stage stochastic programming model in order to take into account random parameters that have discrete and finite probabilistic distributions. This was applied to a case study focusing on planning the capacity supply to meet the projected electricity demand for the fleet of electricity generation stations owned and operated by Ontario Power Generation (OPG). The objective of the proposed mathematical model is to minimize cost subject to environmental constraints. The case study is investigated by considering only existing technologies and also by considering the integration of new technologies that help achieve stricter carbon reduction requirements. (C) 2014 Elsevier Ltd. All rights reserved.
引用
收藏
页码:75 / 81
页数:7
相关论文
共 50 条
  • [21] Risk Management for a Global Supply Chain Planning Under Uncertainty: Models and Algorithms
    You, Fengqi
    Wassick, John M.
    Grossmann, Ignacio E.
    [J]. AICHE JOURNAL, 2009, 55 (04) : 931 - 946
  • [22] An Optimization-Based Framework for Process Planning under Uncertainty with Risk Management
    Khor, Cheng Seong
    Giarola, Sara
    Chachuat, Benoit
    Shah, Nilay
    [J]. CHEMICAL PRODUCT AND PROCESS MODELING, 2011, 6 (02):
  • [23] FINANCIAL RISK AND FINANCIAL RISK MANAGEMENT TECHNOLOGY (RMT) - ISSUES AND ADVANCES
    BANSAL, A
    KAUFFMAN, RJ
    MARK, RM
    PETERS, E
    [J]. INFORMATION & MANAGEMENT, 1993, 24 (05) : 267 - 281
  • [24] Measuring the efficiency of energy planning under uncertainty
    Ratanakuakangwan, Sudlop
    Morita, Hiroshi
    [J]. Energy Reports, 2022, 8 : 544 - 551
  • [25] MULTIOBJECTIVE ENERGY GENERATION PLANNING UNDER UNCERTAINTY
    EVANS, GW
    MORIN, TL
    MOSKOWITZ, H
    [J]. IIE TRANSACTIONS, 1982, 14 (03) : 183 - 192
  • [26] Measuring the efficiency of energy planning under uncertainty
    Ratanakuakangwan, Sudlop
    Morita, Hiroshi
    [J]. ENERGY REPORTS, 2022, 8 : 544 - 551
  • [27] SHORT-TERM FINANCIAL-PLANNING UNDER UNCERTAINTY
    KALLBERG, JG
    WHITE, RW
    ZIEMBA, WT
    [J]. MANAGEMENT SCIENCE, 1982, 28 (06) : 670 - 682
  • [28] SHORT-TERM FINANCIAL-PLANNING UNDER UNCERTAINTY
    KALLBERG, JG
    WHITE, RW
    ZIEMBA, WT
    [J]. JOURNAL OF FINANCIAL AND QUANTITATIVE ANALYSIS, 1977, 12 (04) : 665 - 665
  • [29] Risk-Averse Planning Under Uncertainty
    Ahmadi, Mohamadreza
    Ono, Masahiro
    Ingham, Michel D.
    Murray, Richard M.
    Ames, Aaron D.
    [J]. 2020 AMERICAN CONTROL CONFERENCE (ACC), 2020, : 3305 - 3312
  • [30] Path Planning under Risk and Uncertainty of the Environment
    Cuevas, Luis
    Ramirez, Miquel
    Shames, Iman
    Manzic, Chris
    [J]. 2021 AMERICAN CONTROL CONFERENCE (ACC), 2021, : 4231 - 4236