An integrated mathematical model of dynamic production and maintenance planning in pumped-storage hydroelectricity

被引:2
|
作者
Asgari, Farid [1 ]
Jolai, Fariborz [2 ]
Movahedisobhani, Farzad [1 ]
机构
[1] Islamic Azad Univ, Dept Ind Engn, Sci & Res Branch, Tehran, Iran
[2] Univ Tehran, Coll Engn, Syst & Ind Engn Sch, Tehran, Iran
关键词
Production; Energy; Maintenance; Heuristics; Production planning; Maintenance and rehabilitation; Pumped-storage hydroelectricity; Meta-heuristic algorithm; OPTIMIZATION ALGORITHM; TRANSPORTATION PROBLEM; JOINT OPTIMIZATION; GENETIC ALGORITHM; QUALITY-CONTROL; STRATEGIES; SYSTEMS; POLICY;
D O I
10.1108/JM2-10-2020-0264
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
Purpose Pumped-storage hydroelectricity (PSH) is considered as an effective method to moderate the difference in demand and supply of electricity. This study aims to understanding of the high capacity of energy production, storage and permanent exploitation has been the prominent feature of pumped-storage hydroelectricity. Design/methodology/approach In this paper, the optimization of energy production and maintenance costs in one of the large Iranian PSH has been discussed. Hence, a mathematical model mixed integer nonlinear programming developed in this area. Minimizing the difference in supply and demand in the energy production network to multiple energies has been exploited to optimal attainment scheme. To evaluate the model, exact solution CPLEX and to solve the proposed programming model, the efficient metaheuristics are utilized by the tuned parameters achieved from the Taguchi approach. Further analysis of the parameters of the problem is conducted to verify the model behavior in various test problems. Findings The results of this paper have shown that the meta-heuristic algorithm has been done in a suitable time, despite the approximation of the optimal answer, and the consequences of research indicate that the model proposed in the studied power plant is applicable. Originality/value In pumped-storage hydroelectricity plants, one of the main challenges in energy production issues is the development of production, maintenance and repair scheduling concepts that improves plant efficiency. To evaluate the mathematical model presented, exact solution CPLEX and to solve the proposed bi-objective mixed-integer linear programming model, set of efficient metaheuristics are used. Therefore, according to the level of optimization performed in the case study, it has caused the improvement of planning by 7%-12% and effective optimization processes.
引用
收藏
页码:1213 / 1240
页数:28
相关论文
共 50 条
  • [21] System operation planning including renewables and pumped-storage power plants
    Costa, Jonas C.
    Bortoni, Edson C.
    Sabino, Lidiana R. F.
    Vieira, Paulo A. V.
    2018 IEEE PES/IAS POWERAFRICA CONFERENCE, 2018, : 73 - 78
  • [22] Transmission Network Expansion Planning Considering Transmission Switching and Pumped-Storage
    Rathore, Chandrakant
    Thote, Pankaj B.
    Kamble, Saurabh
    Naik, Vishant
    Singh, Puneet
    Jukaria, Mukta
    2017 IEEE INTERNATIONAL WIE CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING (IEEE WIECON-ECE 2017), 2017, : 161 - 164
  • [23] An integrated hierarchical production and maintenance-planning model
    Sitompul, Carles
    Aghezzaf, El-Houssaine
    JOURNAL OF QUALITY IN MAINTENANCE ENGINEERING, 2011, 17 (03) : 299 - +
  • [24] A novel mathematical model for Integration of Production Planning and Maintenance Scheduling
    Rastgar, I.
    Rezaeian, J.
    Mahdavi, I.
    Fattahi, P.
    INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING AND MANAGEMENT, 2023, 14 (02): : 122 - 137
  • [25] Dynamic analysis of a pumped-storage hydropower plant with random power load
    Zhang, Hao
    Chen, Diyi
    Xu, Beibei
    Patelli, Edoardo
    Tolo, Silvia
    MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2018, 100 : 524 - 533
  • [26] Production and maintenance integrated planning
    Brandolese, M
    Franci, M
    Pozzetti, A
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 1996, 34 (07) : 2059 - 2075
  • [27] DYNAMIC VOLTAGE CONTROL BY REMOTE VOLTAGE REGULATION FOR PUMPED-STORAGE PLANTS
    DEHDASHTI, AS
    LUINI, JF
    PENG, Z
    IEEE TRANSACTIONS ON POWER SYSTEMS, 1988, 3 (03) : 1188 - 1192
  • [28] Optimization model for long-distance integrated transmission of wind farms and pumped-storage hydropower plants
    Su, Chengguo
    Cheng, Chuntian
    Wang, Peilin
    Shen, Jianjian
    Wu, Xinyu
    APPLIED ENERGY, 2019, 242 : 285 - 293
  • [29] OPERATIONAL PLANNING FOR PUMPED-STORAGE POWER-STATION USING HEURISTIC TECHNIQUES
    LIDGATE, D
    RAMIREZ, M
    VILLAROEL, J
    BALBAS, JA
    HILL, J
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 1982, 4 (02) : 111 - 119
  • [30] LAKE DELIO PUMPED-STORAGE HYDROELECTRIC PLANT AND POWER PRODUCTION IN ITALY
    BARONCIN.G
    IEEE TRANSACTIONS ON POWER APPARATUS AND SYSTEMS, 1971, PA90 (05): : 2108 - &