412 citations · 413 across the 4 of their papers we have counts for
5 papers
NOCE-Net: Representation Learning for Battery Operational Context via Nested Sequence Modelling
Arnab Bhattacharjee, Wayes Tushar, Tapan Kumar Saha
Learning effective representations from battery operational history is essential for predictive health management and control-oriented applications. Existing approaches rely on res…
A Receding Horizon Reinforcement Learning Framework for Campus Chiller Energy Management - A case study from an Australian University
Laura Musgrave, Arnab Bhattacharjee, Tapan Kumar Saha
This work presents a case study of optimal energy management of a large Heating Ventilation and Cooling (HVAC) system within a university campus in Australia using Reinforcement Le…
Blockchain-enabled Circular Economy -- Collaborative Responsibility in Solar Panel Recycling
Mohammad Jabed Morshed Chowdhury, Naveed Ul Hassan, Wayes Tushar +4
The adoption of renewable energy resources, such as solar power, is on the rise. However, the excessive installation and lack of recycling facilities pose environmental risks. This…
Peer-to-Peer Energy Trading with Sustainable User Participation: A Game Theoretic Approach
Wayes Tushar, Tapan Kumar Saha, Chau Yuen +3
This paper explores the feasibility of social cooperation between prosumers within an energy network in establishing their sustainable participation in peer-to-peer (P2P) energy tr…
Transforming Energy Networks via Peer to Peer Energy Trading: Potential of Game Theoretic Approaches
Wayes Tushar, Chau Yuen, Hamed Mohsenian-Rad +3
Peer-to-peer (P2P) energy trading has emerged as a next-generation energy management mechanism for the smart grid that enables each prosumer of the network to participate in energy…