Improving reliability with optimal allocation of maintenance resources: an application to power distribution networks

被引:0
|
作者
Martin, Mateus [1 ,2 ]
Usberti, Fabio Luiz [3 ]
Lyra, Christiano [4 ]
机构
[1] Fluminense Fed Univ UFF, Dept Prod Engn, BR-25650050 Petropolis, RJ, Brazil
[2] Fed Univ Sao Paulo UNIFESP, Inst Sci & Technol, BR-12247014 Sao Jose Dos Campos, SP, Brazil
[3] Univ Estadual Campinas, Inst Comp, UNICAMP, BR-13083852 Campinas, SP, Brazil
[4] Univ Estadual Campinas, Sch Elect & Comp Engn, UNICAMP, BR-13083852 Campinas, SP, Brazil
基金
巴西圣保罗研究基金会;
关键词
Maintenance; Reliability; Power distribution networks; Integer linear programming; Multicriteria optimization; OPTIMIZATION; SCHEDULES;
D O I
10.1007/s10479-022-05039-x
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
Power distribution networks should strive for reliable delivery of energy. In this paper, we support this endeavor by addressing the Maintenance Resources Allocation Problem (MRAP). This problem consists of scheduling preventive maintenance plans on the equipment of distribution networks for a planning horizon, seeking the best trade-offs between system reliability and maintenance budgets. We propose a novel integer linear programming (ILP) formulation to effectively model and solve the MRAP for a single distribution network. The formulation also enables flexibility to suit new developments, such as different reliability metrics and smart-grid innovations. Then we develop a straightforward ILP formulation to address the MRAP for several distribution networks which takes the advantages of exchanging maintenance information between local agents and upper management. Using a general-purpose ILP solver, we performed computational experiments to assess the performance of the proposed approaches. Optimal maintenance trade-offs were achieved with the new formulations for real-scale distribution networks within short running times. To the best of our knowledge, this is the first time that the MRAP is optimally solved using ILP, for single or multiple distribution networks.
引用
收藏
页码:345 / 365
页数:21
相关论文
共 50 条
  • [41] Optimal Power Allocation for Cognitive Relay Networks
    Yue, Wenjing
    Zheng, Baoyu
    Meng, Qingmin
    [J]. 2009 INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS AND SIGNAL PROCESSING (WCSP 2009), 2009, : 246 - +
  • [42] Optimal allocation model of maintenance resources for mobile pipeline pump unit
    Li, Jiang
    Hua, Weixing
    Duan, Jimiao
    Liu, Huishu
    [J]. INTEGRATED FERROELECTRICS, 2021, 215 (01) : 53 - 66
  • [43] On Optimal Power Allocation for a Class of Interference Networks
    Badruddin, Nasreen
    Evans, Jamie
    Hanly, Stephen
    [J]. 2010 IEEE GLOBAL TELECOMMUNICATIONS CONFERENCE GLOBECOM 2010, 2010,
  • [44] Optimal downlink power allocation in cellular networks
    Abdelhadi, Ahmed
    Khawar, Awais
    Clancy, T. Charles
    [J]. PHYSICAL COMMUNICATION, 2015, 17 : 1 - 14
  • [45] Optimal active and reactive power allocation in distribution networks using a novel heuristic approach
    Bayat, A.
    Bagheri, A.
    [J]. APPLIED ENERGY, 2019, 233 : 71 - 85
  • [46] Optimal allocation of combined DG and capacitor for real power loss minimization in distribution networks
    Naik, S. Gopiya
    Khatod, D. K.
    Sharma, M. P.
    [J]. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2013, 53 : 967 - 973
  • [47] An Optimal Solution for Eco-reliability Stochastic Modeling of Simultaneous Reconfiguration of Distribution Networks and Allocation of Renewable Energy Resources, Capacitors and D-facts
    Karimi, Masoumeh
    Oskuee, Mohammad R. J.
    Ravdanegh, Sajad N.
    [J]. RECENT ADVANCES IN ELECTRICAL & ELECTRONIC ENGINEERING, 2020, 13 (04) : 486 - 495
  • [48] Optimal Integration of Wind Power Resources in Distribution Networks Considering Demand Response Programs
    Abapour, Saeed
    Khosroshahi, Alireza E.
    Frakhor, Amir
    Abapour, Mehdi
    [J]. 2015 9TH INTERNATIONAL CONFERENCE ON ELECTRICAL AND ELECTRONICS ENGINEERING (ELECO), 2015, : 424 - 428
  • [49] Optimal Strategy for Reliability Improvement in Distribution Networks
    Popovic, Zeljko
    Knezevic, Stanko
    Brbaklic, Branislav
    [J]. PROCEEDINGS OF 18TH INTERNATIONAL CONFERENCE ON SMART TECHNOLOGIES (IEEE EUROCON 2019), 2019,
  • [50] Optimal Allocation of Protective Resources in Shortest-Path Networks
    Cappanera, Paola
    Scaparra, Maria Paola
    [J]. TRANSPORTATION SCIENCE, 2011, 45 (01) : 64 - 80