articleIEEE Transactions on Power SystemsAug 1, 2006Closed access

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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1,718
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Authors

2

Topics & keywords

Keywords
  • Power system simulation
  • Mathematical optimization
  • Integer programming
  • Linear programming
  • Integer (computer science)
  • Binary number
  • Computer science
  • Unit (ring theory)
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