Techno-Economic and Environmental Base Approach for Optimal Energy Management of Microgrids Using Crow Search Algorithm

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Gorji Sajad; Zamanian Saeed; MOAZZAMI MAJID

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Title

Techno-Economic and Environmental Base Approach for Optimal Energy Management of Microgrids Using Crow Search Algorithm

Author(s)

Gorji Sajad | Zamanian Saeed | MOAZZAMI MAJID | Issue Writer Certificate

Keywords

Crow search algorithmQ1

microgrid optimizationQ1

reliabilityQ1

energy managementQ1

Abstract

By incremental deployment of renewable energy sources on microgrid frameworks, new technical and economic issues have emerged in the power system industry. The optimal operation of microgrids in the presence of intermittent renewable sources has been counted as a new challenge within the last decade. Microgrids are off-grid or grid-connected power systems on a very small scale encompassing different types of distributed generation sources and local loads. Generally, in isolated microgrids, the demanded energy of consumers is maintained by hybrid models of internal energy sources. The principal purpose of hybrid systems is to supply the electrical power demanded by consumers instantaneously as well as storing surplus energy for critical conditions. In this paper, a techno-economic and environmental base approach for optimal energy management of microgrids using Crow search algorithm is presented. Under study microgrid include renewable energy resources, battery and diesel generator as backup power generator. Annual cost and the released emission are considered as the objective function of the proposed method. The Crow search algorithm calculates power dispatch scheduling among generation units. Simulation results of the proposed method show the appropriate configuration of the hybrid system that lead to decrease the annual cost of the system and the released emission.

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APA: Copy

Gorji, Sajad, Zamanian, Saeed, & MOAZZAMI, MAJID. (2020). Techno-Economic and Environmental Base Approach for Optimal Energy Management of Microgrids Using Crow Search Algorithm. JOURNAL OF INTELLIGENT PROCEDURES IN ELECTRICAL TECHNOLOGY, 11(43 ), 49-68. SID. https://sid.ir/paper/405748/en

Vancouver: Copy

Gorji Sajad, Zamanian Saeed, MOAZZAMI MAJID. Techno-Economic and Environmental Base Approach for Optimal Energy Management of Microgrids Using Crow Search Algorithm. JOURNAL OF INTELLIGENT PROCEDURES IN ELECTRICAL TECHNOLOGY[Internet]. 2020;11(43 ):49-68. Available from: https://sid.ir/paper/405748/en

IEEE: Copy

Sajad Gorji, Saeed Zamanian, and MAJID MOAZZAMI, “Techno-Economic and Environmental Base Approach for Optimal Energy Management of Microgrids Using Crow Search Algorithm,” JOURNAL OF INTELLIGENT PROCEDURES IN ELECTRICAL TECHNOLOGY, vol. 11, no. 43 , pp. 49–68, 2020, [Online]. Available: https://sid.ir/paper/405748/en

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