P16: Statistical Methods Applied to Power Electronics System Applications
Tuesday, October 13, 2020
11:00 AM - 11:30 AM

1. An Observer based Intrusion Detection Framework for Smart Inverters at the Grid-Edge (Zhen Zhang, Mitchell Easley, Mohsen Hosseinzadehtaher, George Amariucai, Mohammad B. Shadmand, Haitham Abu-Rub)

2. A Growing Self-Organising Maps Implementation for Coherency Identification in a Power Electronics Dominated Power System (Gregory N. Baltas, Ngoc-Bao Lai, Leonardo Marin, Andres Tarraso, Pedro Rodriguez)

3. State of Health Estimation of Lithium-Ion Batteries using Neuron Network and 1kHz Impedance Data (Zhiyong Xia, Jaber A. Abu Qahouq)

4. A Machine Learning Clustering Algorithm for Sensorless Multilevel Converters (Faete J.T. Filho, Parker Zieg, Burak Ozpineci, Nicholas Hill, Leon M. Tolbert)

5. A Machine Learning Approach for Understanding Power Distribution System Congestion (Emin Ucer, Mithat Kisacikoglu, Ali Gurbuz, Shahinur Rahman, Murat Yuksel)

6. Physical Design Automation for High-Density 3D Power Module Layout Synthesis and Optimization (Imam Al Razi, Quang Le, H. Alan Mantooth, Yarui Peng)

7. Bridging Gaps in Paper Design Considering Impacts of Switching Speed and Power-Loop Layout (Ren Ren, Zhou Dong, Fred Wang)

8. Short-Term Solar Irradiance Forecasting based on Multi-Branch Residual Network (Saeedeh Ziyabari, Liang Du, Saroj Biswas)

9. Medium Voltage Supply Directly to Data-Center-Servers using SiC-Based Single-Stage Converter with 20kW Experimental Results (Suvendu Samanta, Isaac Wong, Subhashish Bhattacharya, Birger Pahl)


Posters (with Live Q&A Sessions)