Large Language Models based Multi-Agent Framework for Objective Oriented Control Design in Power Electronics
<|reference_start|>Large Language Models based Multi-Agent Framework for Objective Oriented Control Design in Power Electronics: Power electronics, a critical component in modern power systems, face several challenges in control design, including model uncertainties, and lengthy and costly design cycles. This paper is aiming to propose a Large Language Models (LLMs) based multi-agent framework for objective-oriented control design in power electronics. The framework leverages the reasoning capabilities of LLMs and a multi-agent workflow to develop an efficient and autonomous controller design process. The LLM agent is able to understand and respond to high-level instructions in natural language, adapting its behavior based on the task's specific requirements and constraints from a practical implementation point of view. This novel and efficient approach promises a more flexible and adaptable controller design process in power electronics that will largely facilitate the practitioners.<|reference_end|>
@article{cui2024large,
    title={Large Language Models based Multi-Agent Framework for Objective Oriented
  Control Design in Power Electronics},
    author={Chenggang Cui, Jiaming Liu, Junkang Feng, Peifeng Hui, Amer M. Y. M.
  Ghias, and Chuanlin Zhang},
    journal={arXiv preprint arXiv:2406.12628},
    year={2024},
    archivePrefix={arXiv},
    eprint={2406.12628},
    primaryClass={eess.SY cs.SY}
}