Title :
Online Management of MicroGrid with Battery Storage Using Multiobjective Optimization
Author :
Mohamed, Faisal A. ; Koivo, Heikki N.
Author_Institution :
Control Engineering Lab, Helsinki University of Technology, P.O. Box 5500, FIN-02015 HUT, Finland. Email: mohamed.faisal@hut.fi
Abstract :
This paper presents a generalized formulation for determining the optimal operating strategy and cost optimization scheme as well as reducing the emissions of a MicroGrid (MG). Multiobjective (MO) optimization is applied to the environmental economic problem of the MG. The proposed problem is formulated as a nonlinear constrained MO optimization problem Prior to the optimization, system model components taken from real manufactural data are constructed. The model takes into consideration the operation and maintenance costs as well as the reduction in emissions of NOx, SO2, and CO2. The MG considered in this paper consists of a wind turbine, a micro turbine, a diesel generator, a photovoltaic array, a fuel cell, and a battery storage. The optimization is aimed at minimizing the cost function of the system while constraining it to meet the costumer demand and safety of the system. The results demonstrate the efficiency of the proposed approach to satisfy the load and to reduce the cost and the emissions in one single run.
Keywords :
Battery management systems; Constraint optimization; Cost function; Environmental economics; Fuel cells; Fuel storage; Photovoltaic systems; Solar power generation; Virtual manufacturing; Wind turbines; (PEM) full cell; battery storage; diesel generator; load management; microgrid; microturbine; multiobjective optimization; photovoltaic; wind turbine;
Conference_Titel :
Power Engineering, Energy and Electrical Drives, 2007. POWERENG 2007. International Conference on
Conference_Location :
Setubal, Portugal
Print_ISBN :
978-1-4244-0895-5
Electronic_ISBN :
978-1-4244-0895-5
DOI :
10.1109/POWERENG.2007.4380118