1. MILP-Based Algorithm for the Global Solution of Dynamic Economic Dispatch Problems with Valve-Point Effects
- Author
-
Papavasiliou, Anthony, Van Hoorebeeck, L., Absil, P.-A., 2019 IEEE Power & Energy Society General Meeting, UCL - SSH/LIDAM/CORE - Center for operations research and econometrics, and UCL - SST/ICTM/INMA - Pôle en ingénierie mathématique
- Subjects
Sequence ,Mathematical optimization ,Computer science ,020209 energy ,020208 electrical & electronic engineering ,0202 electrical engineering, electronic engineering, information engineering ,Economic dispatch ,Point (geometry) ,02 engineering and technology ,Interval (mathematics) ,Electric power ,Heuristics ,Upper and lower bounds - Abstract
The Dynamic Economic Dispatch (DED) problem consists in satisfying a certain demand for electric power among scheduled generating units over a certain interval of time while satisfying the operating constraints of these units. The consideration of the valve-point effect (VPE) makes the problem more practical but also more challenging due to the non-linear and non-smooth constraints that are required for representing the model. We present a method, based on a sequence of piecewise linear approximations, which produces a feasible solution along with a lower bound on the global solution. In this way, this deterministic approach can trade off the speed which characterizes certain heuristics that are usually used to solve the DED-VPE for a better solution and insights about the problem. The method is applied to a widely used case study and provides a lower solution objective than the best known solution to date.
- Published
- 2019
- Full Text
- View/download PDF