Modeling the impact of stochastic outages for electricity infrastructure development

被引:4
|
作者
Levin T. [1 ]
Thomas V.M. [2 ]
机构
[1] School of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, GA
[2] School of Industrial and Systems Engineering, School of Public Policy, Georgia Institute of Technology, Atlanta, GA
关键词
Energy infrastructure development; Energy security; Generation expansion planning; Stochastic events;
D O I
10.1007/s12667-013-0102-4
中图分类号
学科分类号
摘要
Electricity systems are subject to delays in construction and outages during operation. These stochastic events have probabilities and costs that depend on local variables and system design. We present a methodology to analyze the cost and performance of different electricity infrastructure development paths in the presence of stochastic events and probabilistic parameters. Of primary interest are the impacts of long construction horizons for centralized infrastructures, variable commodity prices, random generation and transmission outages and budget instability. The methodology is demonstrated through a case study analysis of two different development paths for rural electrification in Rwanda, one that is primarily centralized and one that is primarily decentralized. We show that conventional modeling, which aggregates the effects of random events and probabilistic parameters, may understate the true costs of centralized infrastructure, as compared to explicit simulation of individual stochastic events. We show the extent to which the centralized development path can be negatively affected by disruptions to the available development budget. We also show that when consumer discount rates are high, the decentralized path can become a relatively lower cost option on a levelized basis. © 2013 Springer-Verlag Berlin Heidelberg.
引用
收藏
页码:519 / 550
页数:31
相关论文
共 50 条
  • [21] Stochastic nuclear outages semidefinite relaxations
    Gorge, Agnes
    Lisser, Abdel
    Zorgati, Riadh
    COMPUTATIONAL MANAGEMENT SCIENCE, 2012, 9 (03) : 363 - 379
  • [22] Stochastic nuclear outages semidefinite relaxations
    Agnès Gorge
    Abdel Lisser
    Riadh Zorgati
    Computational Management Science, 2012, 9 (3) : 363 - 379
  • [23] Stochastic modeling of scientific impact
    Simkin, M., V
    EPL, 2021, 134 (04)
  • [24] Modeling Social Opposition to Infrastructure Development
    Naderpajouh, Nader
    Mahdavi, Arash
    Hastak, Makarand
    Aldrich, Daniel P.
    JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT, 2014, 140 (08)
  • [25] Development of a smart electricity meter for households based on existing infrastructure
    Perekalskiy, I. N.
    Kokin, S. E.
    2020 4TH INTERNATIONAL WORKSHOP ON RENEWABLE ENERGY AND DEVELOPMENT (IWRED 2020), 2020, 510
  • [26] A mixed-integer optimization model for electricity infrastructure development
    Levin, Todd
    Thomas, Valerie M.
    ENERGY SYSTEMS-OPTIMIZATION MODELING SIMULATION AND ECONOMIC ASPECTS, 2013, 4 (01): : 79 - 98
  • [27] Electricity outages in Ghana: Are contingent valuation estimates valid?
    Amoah, Anthony
    Ferrini, Silvia
    Schaafsma, Marije
    ENERGY POLICY, 2019, 135
  • [28] Continuous-time Stochastic Modeling and Estimation of Electricity Load
    Khatami, Roohallah
    Parvania, Masood
    Khargonekar, Pramod
    Narayan, Akil
    2018 IEEE CONFERENCE ON DECISION AND CONTROL (CDC), 2018, : 3988 - 3993
  • [29] Stochastic Modeling and Quality Evaluation of Infrastructure-as-a-Service Clouds
    Xia, Yunni
    Zhou, MengChu
    Luo, Xin
    Zhu, Qingsheng
    Li, Jia
    Huang, Yu
    IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2015, 12 (01) : 162 - 170
  • [30] Modeling and Impact of Hyperloop Technology on the Electricity Grid
    Tbaileh, Ahmad
    Elizondo, Marcelo
    Kintner-Meyer, Michael
    Vyakaranam, Bharat
    Agrawal, Urmila
    Dwyer, Michael
    Samaan, Nader
    IEEE TRANSACTIONS ON POWER SYSTEMS, 2021, 36 (05) : 3938 - 3947