DocumentCode :
3044845
Title :
System Modelling and Online Optimal Management of MicroGrid Using Multiobjective Optimization
Author :
Mohamed, Faisal A. ; Koivo, Heikki N.
Author_Institution :
Helsinki Univ. of Technol., Helsinki
fYear :
2007
fDate :
21-23 May 2007
Firstpage :
148
Lastpage :
153
Abstract :
This paper presents a generalized formulation to determine the optimal operating strategy and cost optimization scheme as well as the reduction of the emissions for a MicroGrid (MG). Multiobjective (MO) optimization is applied to the environmental/economic problem of the MG. The proposed problem is formulated as a nonlinear constrainted MO optimization problem. Prior to the optimization, a system model components from some real manufactural data are constructed. The model takes into consideration the operation and maintenance costs as well as the emissions NOx, SO2, and CO2 reduction. The MG considered in this paper consists of a wind turbine, a micro turbine, a diesel generator, a photovoltaic array , and fuel cell. 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 :
air pollution; cost reduction; diesel-electric generators; distributed power generation; fuel cells; optimisation; power generation economics; solar cell arrays; wind turbines; cost optimization scheme; diesel generator; economic problem; emissions reduction; environmental problem; fuel cell; micro turbine; microgrid; multiobjective optimization; online optimal management; optimal operating strategy; photovoltaic array; system model components; system modelling; wind turbine; Constraint optimization; Cost function; Environmental economics; Fuel cells; Fuel economy; Photovoltaic systems; Safety; Solar power generation; Virtual manufacturing; Wind turbines; (PEM) full cell; Diesel engine; Microturbine; Photovoltaic; Wind turbine; load management; microgrid; multiobjective optimization;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Clean Electrical Power, 2007. ICCEP '07. International Conference on
Conference_Location :
Capri
Print_ISBN :
1-4244-0632-3
Electronic_ISBN :
1-4244-0632-3
Type :
conf
DOI :
10.1109/ICCEP.2007.384202
Filename :
4272373
Link To Document :
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