3 papers
cs.LG2024
A Reinforcement Learning Approach to Dairy Farm Battery Management using Q Learning
Nawazish Ali, Abdul Wahid, Rachael Shaw +1
Dairy farming consumes a significant amount of energy, making it an energy-intensive sector within agriculture. Integrating renewable energy generation into dairy farming could hel…
cs.MA2023
A Multi-Agent Systems Approach for Peer-to-Peer Energy Trading in Dairy Farming
Mian Ibad Ali Shah, Abdul Wahid, Enda Barrett +1
To achieve desired carbon emission reductions, integrating renewable generation and accelerating the adoption of peer-to-peer energy trading is crucial. This is especially importan…
cs.AI2023
Integrating Renewable Energy in Agriculture: A Deep Reinforcement Learning-based Approach
A. Wahid, I faiud, K. Mason
This article investigates the use of Deep Q-Networks (DQNs) to optimize decision-making for photovoltaic (PV) systems installations in the agriculture sector. The study develops a…