A Computationally Efficient Mixed-Integer Linear Formulation for the Thermal Unit Commitment Problem
University of Castilla-La Mancha
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Abstract
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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2Topics & keywords
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Keywords
- Power system simulation
- Mathematical optimization
- Integer programming
- Linear programming
- Integer (computer science)
- Binary number
- Computer science
- Unit (ring theory)
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