Unit commitment with valve-point loading effect
João Pedro Pedroso(jppfc.up.pt)
Abstract: Valve-point loading affects the input-output characteristics of generating units, bringing the fuel costs nonlinear and nonsmooth. This has been considered in the solution of load dispatch problems, but not in the planning phase of unit commitment. This paper presents a mathematical optimization model for the thermal unit commitment problem considering valve-point loading. The formulation is based on a careful linearization of the fuel cost function, which is modeled with great detail on power regions being used in the current solution, and roughly on other regions. A set of benchmark instances for this problem is used for analyzing the method, with recourse to a general-purpose mixed-integer optimization solver.
Keywords: Unit Commitment, Load Dispatch, Combinatorial Optimization, Mixed-integer Programming.
Category 1: Applications -- OR and Management Sciences
Category 2: Applications -- OR and Management Sciences (Production and Logistics )
Category 3: Applications -- OR and Management Sciences (Scheduling )
Citation: Technical Report: DCC-2014-05 Departamento de Ciência de Computadores Faculdade de Ciências da Universidade do Porto Porto, Portugal April/2014
Entry Submitted: 04/18/2014
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