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297 / 2021-11-09 15:19:14
Routing Planning of Power Electronic Circuit Based on Q-learning
Power Electronics, Q-learning, Routing Planning, Electronic Design Automation(EDA)
AI-driven technology > Other related AI-driven techniques
Final Paper
Gui He / Huazhong University of Science and Technology
Yu Chen / Huazhong University of Science and Technology；The State Key Laboratory of Advanced Electromagnetic Engineering and Technology
Siyu Tong / Huazhong University of Science and Technology
Yi Shang / Huazhong University of Science and Technology
Yuanhao Mo / Huazhong University of Science and Technology
PCB design of the main power loop is very important to power electronic circuits. PCB design includes three steps of component layout, routing planning, and detailed routing. Component layout and detailed routing can be easily finished in EDA software, but routing planning must consider the influences of electromagnetic compatibility, parasitic inductance, high dV/dt and dI/dt. It requires much expert knowledge and experience to make the routing planning, which exceeds the capabilities of EDA software. In this paper, a Q-learning-based routing planning method for power electronic circuits is proposed, which set reward functions according to routing rules of circuits, so the routing planning result can meet the specifications of power electronic circuit. According to the routing planning result, technicians can quickly complete the follow-up PCB design work. We use this method to complete the routing planning of a Buck circuit, and the experimental result verifies the applicability of the proposed method.
Important Date

  • Conference Date

    Jul 11

    2023

    to

    Aug 18

    2023

  • Nov 10 2021

    Draft paper submission deadline

  • Dec 10 2021

    Registration deadline

  • Dec 11 2021

    Contribution Submission Deadline

Sponsored By
IEEE IAS
Organized By
IEEE IAS Student Chapter of Southwest Jiaotong University (SWJTU)
IEEE IAS Student Chapter of Huazhong University of Science and Technology (HUST)
IEEE PELS (Power Electronics Society) Student Chapter of HUST
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