Title :
A computationally efficient mixed-integer linear formulation for the thermal unit commitment problem
Author :
Carrión, Miguel ; Arroyo, José M.
Author_Institution :
Departamento de Ingenierfa Electrica, Univ. de Castilla-La Mancha, Ciudad Real
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
Keywords :
integer programming; linear programming; power generation dispatch; power generation scheduling; power system interconnection; thermal power stations; binary variables; intertemporal constraints; large-scale cases; mixed-integer linear programming; ramping limits; thermal unit commitment problem; time-dependent startup costs; Cost function; ISO standards; Large-scale systems; Linear programming; Piecewise linear techniques; Power generation; Power systems; Production; Spinning; Time factors; Mixed-integer linear programming (MILP); thermal generating units; unit commitment;
Journal_Title :
Power Systems, IEEE Transactions on
DOI :
10.1109/TPWRS.2006.876672