Abstract
This paper addresses the challenges of demand response (DR) in energy management, especially within microgrids. It emphasizes the need for effective control strategies and market structures to maximize DR resource potential. The intermittent, stochastic, and distributed nature of generation and consumption patterns requires novel control algorithms. Therefore, this paper investigates the demand response technique for the energy management system in a micro-grid based on adaptive model predictive control (AMPC). More so, the objective of the DR technique in this paper is to use the available renewable energy resources optimally, maximize the economic benefit, reduce the peak load demand, and manage load consumption patterns, improving micro-grid operation. The simulation results from the MATLAB/Simulink environment have shown that implementing the DR technique for energy management in microgrids reduces the peak load demand and, consequently, minimizes the operation costs of the system.
| Original language | English |
|---|---|
| Title of host publication | Proceedings of the 32nd Southern African Universities Power Engineering Conference, SAUPEC 2024 |
| Publisher | Institute of Electrical and Electronics Engineers Inc. |
| ISBN (Electronic) | 9798350371345 |
| DOIs | |
| Publication status | Published - 2024 |
| Event | 32nd Southern African Universities Power Engineering Conference, SAUPEC 2024 - Stellenbosch, South Africa Duration: 24 Jan 2024 → 25 Jan 2024 |
Publication series
| Name | Proceedings of the 32nd Southern African Universities Power Engineering Conference, SAUPEC 2024 |
|---|
Conference
| Conference | 32nd Southern African Universities Power Engineering Conference, SAUPEC 2024 |
|---|---|
| Country/Territory | South Africa |
| City | Stellenbosch |
| Period | 24/01/24 → 25/01/24 |
UN SDGs
This output contributes to the following UN Sustainable Development Goals (SDGs)
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SDG 7 Affordable and Clean Energy
Keywords
- Adaptive model predictive control
- and optimization problem
- demand response
- demand-side management
- energy management system
ASJC Scopus subject areas
- Energy Engineering and Power Technology
- Renewable Energy, Sustainability and the Environment
- Electrical and Electronic Engineering
- Mechanical Engineering
- Safety, Risk, Reliability and Quality
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