Title :
Optimal economic dispatch for renewable energy microgrids with hybrid storage using Model Predictive Control
Author :
Garcia, Francisco ; Bordons, C.
Author_Institution :
Unidad de Simulacion y Control, Centro Nac. del Hidrogeno, Ciudad Real, Spain
Abstract :
The transition from the current power system to a renewable energy-based smart grid will require of smaller units for managing the random aspects between the generation sources and load demand. The introduction of energy storage systems inside microgrids brings the opportunity to decide the optimal moment to purchase or sale energy to the grid. The use of different energy storage systems gives the chance to take the advantages of each system minimizing the disadvantages.In this paper a long term scheduling optimization of a gridconnected renewable energy microgrid (μG) with hybrid energy storage is designed and evaluated. Management is performed using Model Predictive Control (MPC) to maximize the economical benefit of the microgrid while minimizing the use cost of each storage system. Several concepts as lifetime cost, degradation cost, start up/off cost and operation and maintenance (o&m) cost of the hybrid energy storage system are included. In order to model both continuous/discrete dynamics and switching between different operating conditions, the plant is modeled with the framework of Mixed Logic Dynamic (MLD). Taking into account the presence of integer variables the MPC problem is solved as MIQP (Mixed Integer Quadratic Programming).
Keywords :
continuous systems; discrete systems; distributed power generation; energy storage; integer programming; load dispatching; power distribution economics; quadratic programming; renewable energy sources; MIQP; MLD; MPC; continuous dynamics; degradation cost; discrete dynamics; generation sources; grid-connected renewable energy microgrid; hybrid energy storage system; integer variables; lifetime cost; load demand; long term scheduling optimization; maintenance cost; mixed integer quadratic programming; mixed logic dynamic; model predictive control; operation cost; optimal economic dispatch; power system; smart grid; start up-off cost; Batteries; Degradation; Fuel cells; Hydrogen; Mathematical model; Microgrids; Hybrid systems; Hydrogen; Interfacing and control of energy storage technology; distributed and Micro- and off-grid generation;
Conference_Titel :
Industrial Electronics Society, IECON 2013 - 39th Annual Conference of the IEEE
Conference_Location :
Vienna
DOI :
10.1109/IECON.2013.6700458