WS-4.1: AI in Energy Systems (1)
Date: Tuesday, 22 October 2019
Time: 9:00-10:30
Location: Room 2
Plenary talk: 1570586106, State Estimation in Smart Distribution Systems with Deep Generative Adversary Networks
Kursat Mestav (Cornell University, USA), Lang Tong (Cornell University, USA)
Invited talk: Intelligent Cyber-Physical-Social Systems Paradigm for Securing Electrical Power Systems
Jin Wei-Kocsis (Purdue University, USA)
Invited talk: 1570585486, Preventing False Tripping Cyberattacks Against Distance Relays: A Deep Learning Approach
Yew Meng Khaw (University of Toronto, Canada), Amir Abiri Jahromi (University of Toronto, Canada), Mohammadreza Fakhari Moghaddam Arani (University of Waterloo, Canada), Deepa Kundur (University of Toronto, Canada), Scott Sanner (University of Toronto, Canada), Marthe Kassouf (Hydro Québec Research Institute (IREQ), Canada)
Invited talk: 1570586052, Transient Model-Based Detection Scheme for False Data Injection Attacks in Microgrids
James Ranjith Kumar (National University of Singapore, Singapore), Deepa Kundur (University of Toronto, Canada), Biplab Sikdar (National University of Singapore, Singapore)
WS-4.2: AI in Energy Systems (2)
Date: Tuesday, 22 October 2019
Time: 11:00-12:30
Location: Room 2
Invited talk: Reinforcement Learning for Stochastic Deadline Scheduling with Random Supply and Storage Systems
Jiangliang Jin (Chinese University of Hong Kong, Hong Kong SAR) and Yunjian Xu (Chinese University of Hong Kong, Hong Kong SAR)
Invited talk: Bandits with Predicted Contexts: Regret Analysis and Applications in Smart Grid
Jianyi Yang(University of California, Riverside), Shaolei Ren (University of California, Riverside)
Invited talk: 1570565696, Knowledge-based and Data-driven Approach based Fault Diagnosis for Power-Electronics Energy Conversion System
Chuang Liu (Northeast Electric Power University, P.R. China), Lei Kou (Northeast Electric Power University, P.R. China), Guo-wei Cai (Northeast Electric Power University, P.R. China), Jia-ning Zhou (Northeast Electric Power University, P.R. China), Yi-qun Meng (Northeast Electric Power University, P.R. China), Yu-heng Yan (Northeast Electric Power University, P.R. China)
1570565070, An Ensemble Deep Learning Model for Short-Term Load Forecasting based on ARIMA and LSTM
Lingling Tang (Beijing University of Posts and Telecommunications, P.R. China), Yulin Yi (Beijing University of Posts and Telecommunications, P.R. China), Yuexing Peng (Beijing University of Posts & Telecoms, P.R. China)
Invited talk: Electricity Marketing Information Model Standard for Ubiquitous Internet of Things (IoT)
YuXi Liu (State Grid Corporation of China)
WS-4.3: AI in Energy Systems (3)
Date: Tuesday, 22 October 2019
Time: 14:00-15:30
Location: Room 2
1570576417: Learning-Based Time Delay Attack Characterization for Cyber-Physical Systems
Xin Lou (Advanced Digital Sciences Centre, Singapore), Cuong Tran (VNPT, Vietnam), David Yau (Advanced Digital Sciences Center, Singapore), Rui Tan (Nanyang Technological University, Singapore), Hongwei Ng (University of Illinois, USA), Tom Z. J. Fu (Bigo Technology Pte Ltd, Singapore), Marianne Winslett (University of Illinois, USA)
1570576525: A Demand Response Scheme in Smart Grid with Clustering of Residential Customers
Bijian Dai (Nanjing University of Aeronautics and Astronautics, P.R. China) Ran Wang (Nanjing University of Aeronautics and Astronautics, P.R. China) Kun Zhu (Nanjing University of Aeronautics and Astronautics, P.R. China), Jie Hao (Nanjing University of Aeronautics and Astronautics, P.R. China), Ping Wang (York University, Canada)
1570578080: Real-time Detection of False Data Injection Attacks Based on Load Forecasting in Smart Grid
Yueyu Deng (Nanjing University of Aeronautics and Astronautics, P.R. China), Kun Zhu (Nanjing University of Aeronautics and Astronautics, P.R. China), Ran Wang (Nanjing University of Aeronautics and Astronautics, P.R. China), Yong Wan (Nanjing University of Aeronautics and Astronautics, P.R. China), Yuanyuan Xu (Hohai University, P.R. China)
1570578760: Cost Minimization Energy Storage Sharing Management
Hailing Zhu (University of Johannesburg, South Africa), Khmaies Ouahada (University of Johannesburg, South Africa)
1570579463, Exploiting Breadth in Energy Datasets for Automated Device Identification
Sean K Barker (Bowdoin College, USA), Kyle Morrison (Bowdoin College, USA), Tucker Williams (Bowdoin College, USA)