A new communication platform for smart EMS using a mixed-integer-linear-programming A new communication platform for smart EMS using a mixed-integer-linear-programming

Integration of renewable energies into the microgrid (MG) operation can potentially lead to some significant benefits, e.g., less transmission expansion planning cost, direct power supply to the AC loads based on its type, lower costs, higher power quality services and enhanced technology. However,...

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Vydáno v:Energy systems (Berlin. Periodical) Ročník 16; číslo 2; s. 471 - 488
Hlavní autoři: Alhasnawi, Bilal Naji, Jasim, Basil H., Sedhom, Bishoy E., Guerrero, Josep M.
Médium: Journal Article
Jazyk:angličtina
Vydáno: Berlin/Heidelberg Springer Berlin Heidelberg 01.05.2025
Springer Nature B.V
Témata:
Cloud computing
Communication
Distributed generation
Economics and Management
Electrical loads
Energy
Energy management
Energy Policy
Energy Systems
Integer programming
Linear programming
Mixed integer
Operations Research/Decision Theory
Optimization
Original Paper
Photovoltaics
Renewable energy
Residential areas
Residential buildings
Wind power
Wind turbines
Demand side management
Mixed-integer-linear-programming
Microgrid
ThingSpeak
IoT
ISSN:1868-3967, 1868-3975
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Shrnutí:Integration of renewable energies into the microgrid (MG) operation can potentially lead to some significant benefits, e.g., less transmission expansion planning cost, direct power supply to the AC loads based on its type, lower costs, higher power quality services and enhanced technology. However, the optimal energy management of the system would be more challenging and complicated. To this end, this paper proposes an effective energy management method for optimal management of the microgrid using advanced mixed-integer linear programming. In this paper, a new demand-side management (DSM) engine is proposed using mixed-integer linear programming for IoT-enabled grid. The microgrid is simulated using MATLAB, and a two-level communication setup facilitates communication to the cloud server. Local and global communication is facilitated using TCP/IP and MQTT protocols, respectively. Lastly, simulation model is built with distributed generators (such as photovoltaic or wind turbines) and hybrid microgrid, which is applicable in various scenarios, like residential buildings and small commercial outlets.
Bibliografie:ObjectType-Article-1
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ISSN:1868-3967
1868-3975
DOI:10.1007/s12667-023-00591-2