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C5-2: C5 Data analytics with the electricity markets
Time:
Tuesday, 30/Sept/2025:
1:30pm - 3:30pm
Location:Room 518A
Session Topics:
PS1: SYSTEM ENHANCEMENT, MARKETS AND REGULATION, PS2: APPLICATION OF TECHNOLOGIES, INFORMATION TECHNOLOGY (IT) AND ARTIFICIAL INTELLIGENCE (AI), C5 Electricity markets and regulation
Session Abstract
This session will address applications of data analytics in the field of electricity markets, price forecasts, and market surveillance.
Presentations
1:30pm - 1:45pm
Large Time Series Models for Electricity Prices: Performance on Zero-Shot Forecasting
Nandinee Haq, Jhelum Chakravorty
Hitachi Energy Research, Canada
1:45pm - 2:00pm
Predicting Day-Ahead Electricity Prices in Western Denmark (DK1) Using Bayesian Deep Learning: Robust Intervals and the Role of Renewable Energy
İnayet Özge AKSU1,2, Sina Ghaemi2, Amjad Anvari-Moghaddam2
1Department of Artificial Intelligence Engineering, Adana Alparslan Türkeş Science and Technology University, Turkey; 2Department of Energy (AAU Energy), Aalborg University, Aalborg, Denmark
2:00pm - 2:15pm
Integrating LSTM forecasts of Renewable Energy into Day-Ahead Electricity Market Modelling: a case study of Alberta
Farshid Kamrani, Kristen Rene Schell
Carleton University, Canada
2:15pm - 2:30pm
Analysis of Price Maker Hybrid PV Plants with Forecasting-based Bidding Algorithm in a Day-ahead Market
Xi Chen1, Siyi Zheng2, Lifei Tu3, Yue Chen4, Ziang Zhang1
1Binghamton University; 2Georgia Institute of Technology; 3Non-affiliation; 4National Renewable Energy Laboratory
2:30pm - 2:45pm
The Rise of Very Low Prices in European Electricity Markets
Conal Campbell, Mark Needham
EirGrid
2:45pm - 3:00pm
Advanced Monitoring and Machine Learning in the Electricity Market: Preventing Manipulation and Classifying Behaviors in Auctions and Continuous Negotiations
