DocumentCode
2337873
Title
Benefit analysis for grid-connected photovoltaic system based on markov decision processes with expected total reward criterion
Author
Li, Ying-zi ; Ru, Luan ; Niu, Jin-cang
Author_Institution
Coll. of Inf. & Electr. Eng., Beijing Univ. of Civil Eng. & Archit., Beijing, China
fYear
2009
fDate
25-27 May 2009
Firstpage
2188
Lastpage
2191
Abstract
With the help of Markov decision-making process (MDP), the power optimization structure has been established based on 5.6 kW grid-connected PV system generation in Beijing. Using the infinite-stage decision of MDP, one step transition probability matrix and the expected total reward criterion have been obtained. According to weather conditions and the surplus of benefits matrix, PV generation was distributed to load, grid power and batteries. The example result shows that the expected total reward criterion of MDP applying to grid-connected photovoltaic system is more powerful.
Keywords
Markov processes; cost-benefit analysis; decision making; photovoltaic power systems; Markov decision-making process; benefit analysis; grid-connected photovoltaic system; power 5.6 kW; total reward criterion; transition probability matrix; Costs; Decision making; Information analysis; Mesh generation; Photovoltaic systems; Power generation; Power generation economics; Power system modeling; Renewable energy resources; Stability; Markov decision processes; benefit analysis; expected total reward criterion; grid-connected photovoltaic system;
fLanguage
English
Publisher
ieee
Conference_Titel
Industrial Electronics and Applications, 2009. ICIEA 2009. 4th IEEE Conference on
Conference_Location
Xi´an
Print_ISBN
978-1-4244-2799-4
Electronic_ISBN
978-1-4244-2800-7
Type
conf
DOI
10.1109/ICIEA.2009.5138586
Filename
5138586
Link To Document