研究目的
To improve on controlling and monitoring of DC Microgrid using agent based system with load shedding technique in off grid communities.
研究成果
The ongoing activities include modeling the system with respect to demand response based on pricing issues and developing the prototype based on the stated features. The use of REPAST simulation tool has added value to the project by enabling the development of an agent-based distributed system model. The results from the simulation demonstrate the capability of the model to perform load shedding technique and demand response based on pricing issues. The prototype will be tested in the selected site and refined before the release of the final prototype.
研究不足
The study focuses on a specific site (Kisiju Pwani) with solar power provision but lacks smart grid intervention, which may limit the generalizability of the findings to other contexts. The prototype testing is yet to be completed, which may affect the validation of the proposed model.
1：Experimental Design and Method Selection:
The study adopts a literature review approach focusing on smart grid technologies, agent based distributed algorithms, and simulation tools for DC smart microgrid.
2：Sample Selection and Data Sources:
The selected site is Kisiju Pwani, which has solar power provision but lacks smart grid intervention.
3：List of Experimental Equipment and Materials:
Includes programmable chips (Arduino and Raspberry Pi), smart sensors and actuators, smart DC devices, energy storage, load, grid control units, server, simulation software, and computer.
4：Experimental Procedures and Operational Workflow:
Involves algorithm construction, design of the experiment with agents, simulation using REPAST Simphony, development of the prototype, and testing in the selected site.
5：Data Analysis Methods:
The model generated will be analyzed with different parameters and variables, validated, and results discussed with different scenarios using data analysis tools like excel spreadsheet.
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