A computationally efficient mixed-integer linear formulation for the thermal unit commitment problem

This paper presents a new mixed-integer linear formulation for the unit commitment problem of thermal units. The formulation proposed requires fewer binary variables and constraints than previously reported models, yielding a significant computational saving. Furthermore, the modeling framework prov...

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Vydáno v:IEEE transactions on power systems Ročník 21; číslo 3; s. 1371 - 1378
Hlavní autoři: Carrion, M., Arroyo, J.M.
Médium: Journal Article
Jazyk:angličtina
Vydáno: New York IEEE 01.08.2006
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Témata:
Algorithms
Computation
Computational efficiency
Computer simulation
Cost function
ISO standards
Large-scale systems
Linear programming
Mathematical analysis
Mathematical models
Mixed-integer linear programming (MILP)
Piecewise linear techniques
Power generation
Power systems
Production
Spinning
thermal generating units
Time factors
Unit commitment
ISSN:0885-8950, 1558-0679
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Shrnutí:This paper presents a new mixed-integer linear formulation for the unit commitment problem of thermal units. The formulation proposed requires fewer binary variables and constraints than previously reported models, yielding a significant computational saving. Furthermore, the modeling framework provided by the new formulation allows including a precise description of time-dependent startup costs and intertemporal constraints such as ramping limits and minimum up and down times. A commercially available mixed-integer linear programming algorithm has been applied to efficiently solve the unit commitment problem for practical large-scale cases. Simulation results back these conclusions
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ISSN:0885-8950
1558-0679
DOI:10.1109/TPWRS.2006.876672