DocumentCode :
75629
Title :
Multi-objective stochastic optimal planning method for stand-alone microgrid system
Author :
Li Guo ; Wenjian Liu ; Bingqi Jiao ; Bowen Hong ; Chengshan Wang
Author_Institution :
Key Lab. of Smart Grid, Tianjin Univ., Tianjin, China
Volume :
8
Issue :
7
fYear :
2014
fDate :
7 2014
Firstpage :
1263
Lastpage :
1273
Abstract :
To achieve economic and environmental benefit for the stand-alone microgrid consisting of diesel generators, wind turbine generators, photovoltaic generation system and lead-acid batteries, a multi-objective stochastic optimal planning method and a stochastic chance-constrained programming model are presented. In the model, the optimal objective is to simultaneously minimise the total net present cost and carbon dioxide emission in life cycle; the type and capacity of distributed generation units have been selected as the optimal variables; the loss of capacity is adopted as probability index constraint; the coordinated operation strategies between diesel generators and battery, the multi-unit operation constraints of diesel generators and the reserve capacity have been considered in the hard-circle operation strategy. Considering the uncertainties of wind speed, clearness index and load demand, Markov process transition probability matrix is adopted to synthesise those time series data. Optimal planning for an island microgrid system has been carried out by the planning system for microgrid (PSMG), a self-developed optimal planning software based on the multi-objective stochastic optimal planning method for stand-alone microgrid system.
Keywords :
Markov processes; distributed power generation; matrix algebra; power generation planning; probability; stochastic programming; time series; Markov process transition probability matrix; carbon dioxide emission; clearness index; coordinated operation strategy; diesel generators; distributed generation units; hard-circle operation strategy; island microgrid system; lead-acid batteries; load demand; loss of capacity; multiobjective stochastic optimal planning method; photovoltaic generation system; probability index constraint; reserve capacity; self-developed optimal planning software; stand-alone microgrid system; stochastic chance-constrained programming model; time series data; total net present cost; wind speed uncertainties; wind turbine generators;
fLanguage :
English
Journal_Title :
Generation, Transmission & Distribution, IET
Publisher :
iet
ISSN :
1751-8687
Type :
jour
DOI :
10.1049/iet-gtd.2013.0541
Filename :
6846409
Link To Document :
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