Energy Management for Grid-Tied PV Systems Using Particle Swarm Optimization

Energy Management for Grid-Tied PV Systems Using Particle Swarm Optimization

The main purpose of an Energy Management System (EMS) is to determine the hourly energy dispatch of the microgrid and the main utility grid. An optimization algorithm is needed in order to minimize the cost of operating the distributed generations in a microgrid. This paper is focused on developing...

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Bibliographic Details
Main Authors: Buensuceso, Cris Paulo L, Manlapaz, Juan Glicerio C, Reyes, Dalisay M, Peña, Robert Alfie S, Parocha, Raymark C, Macabebe, Erees Queen B
Format: text
Published: Archīum Ateneo 2022
Subjects:
energy management system
HOMER pro
microgrid
particle swarm optimization
Electrical and Computer Engineering
Engineering
Oil, Gas, and Energy
Power and Energy
Sustainability
Online Access:https://archium.ateneo.edu/ecce-faculty-pubs/137
https://doi.org/10.1109/PECon54459.2022.9988838
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Institution: Ateneo De Manila University
Description
Summary:The main purpose of an Energy Management System (EMS) is to determine the hourly energy dispatch of the microgrid and the main utility grid. An optimization algorithm is needed in order to minimize the cost of operating the distributed generations in a microgrid. This paper is focused on developing an EMS model that can determine the hourly optimal operating strategies of each distributed generation in the microgrid system with regard to energy cost minimization, system constraints, and better utilization of renewable energy resources through daily load demand. The proposed system utilized Particle Swarm Optimization. Its effectiveness was demonstrated using a full-day load demand profile of a grid-connected microgrid as the case study.

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