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An optimal management strategy for distributed storages in distribution networks with high penetrations of PV

journal contribution
posted on 2017-12-06, 00:00 authored by N Jayasekara, Peter WolfsPeter Wolfs, M Masoum
This paper presents an innovative management strategy for distributed battery storages that greatly increases the capability of distribution networks to absorb and utilize photovoltaic (PV) generation. Optimal daily energy profiles for each storage unit are calculated using a Fourier series description based on one day ahead energy forecasts. Each battery charge/discharge profile is optimized to minimize a cost function that includes network and battery losses, battery cyclic costs and the network voltage profile. The optimization method combined an interior-point algorithm and pattern search algorithm. Simulations are carried out on a three-phase distribution system over a period of 24 hours at 15 minute interval with time varying loads. The adopted technique in this paper shows significant control abilities in peak shaving and load leveling. Results also indicate that proposed approach can enhance the performance of the grid by improving the voltage stability and reducing distribution losses thus providing the required security for consumers. Results also illustrate capacity and charging/discharging rates of batteries highly depend on the location of the controlled consumer battery and amount of controlled batteries.

History

Volume

116

Start Page

147

End Page

157

Number of Pages

11

eISSN

1873-2046

ISSN

0378-7796

Location

Netherlands

Publisher

Elsevier BV

Language

en-aus

Peer Reviewed

  • Yes

Open Access

  • No

External Author Affiliations

Curtin University; School of Engineering and Technology (2013- ); TBA Research Institute;

Era Eligible

  • Yes

Journal

Electric power systems research.