Routing Planning of Power Electronic Circuit Based on Q-learning 2nd China International Youth Conference on Electrical Engineering CIYCEE 2021

报告详情

Routing Planning of Power Electronic Circuit Based on Q-learning

编号：267 访问权限：仅限参会人更新：2021-12-03 10:54:50 浏览：415次张贴报告

报告开始：2021年12月17日 14:45（Asia/Shanghai）

报告时间：5min

所在会场：[Z] Poster Session [Z6] Poster Session 6: AI-driven technology

视频无权播放演示文件

提示：该报告下的文件权限为仅限参会人，您尚未登录，暂时无法查看。

摘要

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.

关键词

Power Electronics, Q-learning, Routing Planning, Electronic Design Automation(EDA)

报告人

Gui He

Huazhong University of Science and Technology

稿件作者

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

发表评论

全部评论

重要日期

会议日期

07月11日

2023

至

08月18日

2023
11月10日 2021

初稿截稿日期
12月10日 2021

注册截止日期
12月11日 2021

报告提交截止日期

主办单位

IEEE IAS

承办单位

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