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Microgrid Energy Management System (EMS) using Optimization

version 1.0.0 (1.05 MB) by Jonathan LeSage
Online optimization of energy storage actions in a microgrid given system constraints and pricing

130 Downloads

Updated 11 Nov 2019

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Energy management systems (EMS) help to optimize the usages of distributed energy resources (DERs) in microgrids, particularly when variable pricing and generation are involved. This example walks through the process of developing an optimization routine that uses forecast pricing and loading conditions to optimally store/sell energy from a grid-scale battery system. Two approaches are demonstrated: a heuristic state machine strategy and the linear program-based optimization approach.

The main example uses a full microgrid simulation for validation of the EMS optimization algorithm. However, there is a purely MATLAB/Optimization Toolbox example that shows the formulation of the optimization without the validation study.

Cite As

Jonathan LeSage (2019). Microgrid Energy Management System (EMS) using Optimization (https://www.mathworks.com/matlabcentral/fileexchange/73139-microgrid-energy-management-system-ems-using-optimization), MATLAB Central File Exchange. Retrieved .

Comments and Ratings (1)

Dear sir, thank you for the amazing stuffs and references. However the pv irradiance combo box, slider switch block and the call back button block was unrecognized when loading the simulink model.

MATLAB Release Compatibility
Created with R2019b
Compatible with any release
Platform Compatibility
Windows macOS Linux