Conference Agenda

Session

A1-2: Partial discharge, AI and ML applications

Time:

Monday, 29/Sept/2025:

4:30pm - 6:00pm

Location: Room 520C

Session Topics:

A1 Power generation and electromechanical energy conversion

Presentations

4:30pm - 4:45pm

Overview of the Advanced Diagnosis of Generators (DIAAA) Platform for Digital Twin Application

Arezki Merkhouf, Mélanie Lévesque, Olivier Kokoko, Maxime Casavant, Joel PEDNEAULT-DESROCHES

Hydro-Québec, Institut de Recherche, Canada

4:45pm - 5:00pm

Graph neural network auto encoder and deep modular learning for prognostics and health management of hydrogenerators

Ryad Zemouri, Mélanie Lévesque

Hydro-Québec, Canada

5:00pm - 5:15pm

Understanding and Extending Hydro-Generator Capability Through Thermal Diagnostics and Probabilistic Modelling

Ghofril Kahwati¹, Arezki Merkhouf¹, Antoine Tahan², Kamal Al-Haddad²

¹Hydro-Québec, Canada; ²École de Technologie Supérieure, Canada

5:15pm - 5:30pm

Advanced health monitoring of hydrogenerators using VAE including KAN for fault detection and diagnosis using stator vibration signals

Rony Ibrahim¹, Arezki Merkhouf², Antoine Tahan¹, Ryad Zemouri², Kamal Al-Haddad¹

¹Ecole de Technologie Supérieure, Canada; ²Hydro-Québec Research Center, Canada

5:30pm - 5:45pm

Grid Resilience and Renewable Integration: India's Transition to a Sustainable Power System

Shubhra Shah, Prakash Chand Sharma

NHPC Limited, India

5:45pm - 6:00pm

Requirements for Power System Stabilizer Tuning

Luis Rouco¹, Miguel Cordoba¹, Lukas Sgrist¹, Alejandra Cedenilla-Bote², Philippe Carpentier³, Adrien Guironnet³, Gilles Torresan³

¹Universidad Pontificia Comillas, Spain; ²Cresym; ³RTE France