Conference Agenda

Session

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 AKSU^1,2, 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

Sixto Siliuto, Julio Hornos, Juan Bogas

OMIE, Spain