Energy Management System for Microgrid Considering Operational Faults in Power Supply

Freire, Vlademir A.; Márquez, Juan J.; Bordons, Carlos; Zafra-Cabeza, Ascensión; Arruda, Lúcia Valéria Ramos de

doi:10.1109/sest48500.2020.9203115

Cited by 3 publications

(1 citation statement)

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“…The proposed strategy using a real microgrid consisting of a RES, local electrical grid, and energy storage systems illustrates better initial results. A fault was identified but did not bring drawbacks to the operational performance of the microgrid, confirming that the microgrid can operate at reduced electricity demand for an extensive duration until regularity is recognized [39].…”

Section: Microgrid Ems-mpcmentioning

confidence: 65%

Analysis of Model Predictive Control-Based Energy Management System Performance to Enhance Energy Transmission

Chowdhury,

Yusoff,

Gunawan

et al. 2024

Energies

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A supervisory control system using Model Predictive Control (MPC) has been designed to evaluate the efficiency of wind and solar power and is consistent with the cost function in the supervisory MPC optimization problem. A two-layer Economic Model Predictive Control (EMPC) framework has been developed and has improved results such as cost reductions compared to recent advanced methods. A speed Generalized Predictive Control (GPC) scheme intended for wind energy conversion systems was developed last year, with simulation results indicating superior performance over previous models. A Hierarchical Distributed Model Predictive Control (HDMPC) can work under different weather conditions with improved economic performance and keep a good balance between power delivery and load demand. An energy management system (EMS), built on the basis of MPC, can be quite lucrative for the sphere in the present climate scenario, with the selection and testing of suitable algorithms, controlled processes, cost functions, and a set of constraints as well as with proper optimizations carried out. Previous research indicates that an MPC-based EMS has the potential to be a good solution to manage energy well and also introduced it to the world experimentally. The key intention of this research study is to explore the existing advances that have been introduced and to analyze their performance in terms of cost function, different sets of constraints, variant conversion processes, and scalability to achieve more optimized operation of MPC-based EMS.

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Section: Microgrid Ems-mpcmentioning

confidence: 65%