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TEA Forum系列论坛:2024年都灵理工大学专家系列讲座
时间:2024-06-22   阅读次数:

   

2024年都灵理工大学专家系列讲座


   

     

     

各位老师、同学,各位学者,

应西安交通大学电气工程学院谢彦召教授邀请,都灵理工大学专家访问西安交通大学,围绕天然气分配网络建模、分布式发电、数字集成电路行为建模、代理模型和机器学习等主题,近期将做系列讲座,欢迎各位参加!


   


时间地点




   

创新港校区:3号巨构2032报告厅

2024.6.25(周二) 14:30-18:30




   

讲座一




   

【主讲人】

Igor Simone Stievano

【讲座主题】

Behavioral and Topological Modeling of Electrical & Electronic Systems.

01讲座介绍


         

This talk provides an overview of some of the ongoing research activities of the EMC group at Politecnico di Torino for the development of modeling and simulation tools for diverse applications. The seminar is divided into three sections:

1.Gas Distribution Network Models: Introduction of an algorithm to model gas distribution networks with realistic features and multiple pressure levels. The method is adaptable to other infrastructures and validated against real networks, showing strong agreement in topology.

2.Power-Flow Analysis for Distributed Generation: Presentation of an alternative powerflow analysis method interpreting power networks as nonlinear circuits in the phasor domain. This approach, validated on the IEEE 8500-node test feeder.

3.Behavioral Modeling of Digital ICs: Focus on accurate modeling of digital IC buffers using kernel regressions. This approach offers a promising alternative for modeling nonlinear electrical devices.

The seminar show cases innovative methodologies and tools developed by the EMC groups, demonstrating their effectiveness in various energy and electrical modeling applications.

02主讲人介绍


         

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主讲人

Igor Simone Stievano

都灵理工大学 教授

Igor S. Stievano (Senior Member, IEEE) received the master’s degree in electronic engineering and the Ph.D. degree in electronics and communication engineering from the Politecnico di Torino, Turin, Italy, in 1996 and 2001, respectively. He is currently full professor of electrical engineering with the Department of Electronics and Telecommunications, Politecnico di Torino. From 2017 to 2021, he was the Vice Rector of Academic and Scientific Activities of the joint campus of the Politecnico di Torino in Uzbekistan, Turin Polytechnic University, Tashkent, Uzbekistan. He was the Program Co-Chair of the 20th and 21st IEEE Workshop on Signal and Power Integrity (SPI2016 and SPI2017). His research interests include electromagnetic compatibility and signal integrity, power systems, statistical simulation of circuits and systems, and compact modeling of energy networks (electrical and gas).




   

讲座二




   

【主讲人】

Riccardo Trinchero

【讲座主题】

Machine Learning Based Surrogate Models of Electronic Devices and Circuits.

01讲座介绍


         

This talk aims to emphasize the crucial role of cutting-edge data-driven modeling techniques in constructing compact and fast-to-evaluate surrogate models of electronic devices and circuits for stochastic analysis and optimization purposes. Initially, several modeling techniques, such as least-squares regressions, kernel regression, Artificial Neural Networks, and advanced solutions for vector-valued problems, will be briefly presented to highlight their advantages,  capabilities, and limitations. Subsequently, in the second part of the presentation, the effectiveness and strength of these techniques will be showcased through applications in uncertainty quantification, optimization, and parametric modeling across various test cases.

02主讲人介绍


         

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主讲人


Riccardo Trinchero


都灵理工大学 副教授

Riccardo Trinchero received the M.Sc. and the Ph.D. degrees in Electronics and Communication Engineering from Politecnico di Torino, Torino, Italy, in 2011 and 2015, respectively. He is currently an Associate Professor within the EMC Group with the Department of Electronics and Telecommunications at the Politecnico di Torino. His research interests include the analysis of switching DC-DC converters, machine learning and statistical simulation of circuits and systems.


电磁环境与电磁安全学科创新引智基地

西安交通大学电磁环境与电磁安全研究中心

瞬态电磁环境与应用国家级国际联合研究中心

     

 

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