Hybrid Model Predictive Control Framework for the Thermal Unit Commitment Problem including Start-up and Shutdown Power Trajectories

被引:2
|
作者
Krishnan, Ashok [1 ]
Eddy, Foo Y. S. [1 ]
Patil, Bhagyesh V. [2 ]
机构
[1] Nanyang Technol Univ, Sch Elect & Elect Engn, Singapore 639798, Singapore
[2] Cambridge Ctr Adv Res & Educ, CREATE Tower,1 Create Way, Singapore 138602, Singapore
来源
IFAC PAPERSONLINE | 2017年 / 50卷 / 01期
基金
新加坡国家研究基金会;
关键词
Thermal unit; Hybrid Model Predictive Control; Mixed Logical Dynamical; start-up power trajectories; Discrete Event and Hybrid Systems; SYSTEM APPROACH; PLANTS;
D O I
10.1016/j.ifacol.2017.08.1181
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper presents a generalized mixed logical dynamical (MLD) approach for modelling thermal units. A self-scheduling problem is formulated for a thermal unit including an accurate model of its start-up and shutdown power trajectories. This optimal self-scheduling problem is solved in a Model Predictive Control (MPC) framework. The problem formulation considers all the relevant constraints associated with the scheduling of thermal units. The efficacy of the proposed MLD approach is demonstrated through simulation results. These results are extended to a system of 5 units and the optimal scheduling problem is formulated and solved. (C) 2017, IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd. All rights reserved.
引用
收藏
页码:9329 / 9335
页数:7
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  • [1] An MILP model for the thermal unit commitment problem with feasible energy delivery and start-up & shut-down power trajectories
    Deng, Jun
    Wei, Hua
    Li, Jinghua
    [J]. Dianwang Jishu/Power System Technology, 2015, 39 (10): : 2882 - 2888
  • [2] Model Predictive Control of Engine Start-up for Compound Power-split Hybrid Powertrain
    Zhao Z.
    Fu J.
    Jiang L.
    Fan J.
    [J]. Jixie Gongcheng Xuebao/Journal of Mechanical Engineering, 2020, 56 (22): : 201 - 209
  • [3] Stochastic Unit Commitment Considering Start-Up and Shut-Down Trajectories
    Guerrero-Mestre, Victoria
    Contreras, Javier
    [J]. 2016 IEEE POWER AND ENERGY SOCIETY GENERAL MEETING (PESGM), 2016,
  • [4] Mixed-Integer Formulation of Unit Commitment problem for power systems: Focus on start-up cost
    Tuffaha, Mutaz
    Gravdahl, Jan Tommy
    [J]. 39TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY (IECON 2013), 2013, : 8160 - 8165
  • [5] Modeling start-up modes and corresponding cycling costs in the unit commitment problem
    Hermans, Mathias
    Delarue, Erik
    [J]. 2017 IEEE MANCHESTER POWERTECH, 2017,
  • [6] Modeling of start-up and shut-down power trajectories of thermal units
    Arroyo, JM
    Conejo, AJ
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 2004, 19 (03) : 1562 - 1568
  • [7] Genetic algorithm with integer representation of unit start-up and shut-down times for the unit commitment problem
    Dudek, Grzegorz
    [J]. EUROPEAN TRANSACTIONS ON ELECTRICAL POWER, 2007, 17 (05): : 500 - 511
  • [8] Model Predictive Control of AMT Clutch During Start-up Process
    Lu, Xiaohui
    Wang, Ping
    Gao, Bingzhao
    Chen, Hong
    [J]. 2011 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-6, 2011, : 3204 - 3209
  • [9] Re-Compression Model for SOFC Hybrid Systems: Start-up and Shutdown Test for an Emulator Rig
    Damo, U. M.
    Ferrari, M. L.
    Turan, A.
    Massardo, A. F.
    [J]. FUEL CELLS, 2015, 15 (01) : 42 - 48