Optimized Energy Management Schemes for Electric Vehicle Applications: A Bibliometric Analysis towards Future Trends (2021)
Journal Article
(2021). Optimized Energy Management Schemes for Electric Vehicle Applications: A Bibliometric Analysis towards Future Trends. Sustainability, https://doi.org/10.3390/su132212800

Concerns over growing greenhouse gas (GHG) emissions and fuel prices have prompted researchers to look into alternative energy sources, notably in the transportation sector, accounting for more than 70% of carbon emissions. An increasing amount of re... Read More about Optimized Energy Management Schemes for Electric Vehicle Applications: A Bibliometric Analysis towards Future Trends.

Macro Energy Trends and the Future of Geothermal Within the Low-Carbon Energy Portfolio (2020)
Journal Article
(2020). Macro Energy Trends and the Future of Geothermal Within the Low-Carbon Energy Portfolio. Journal of Energy Resources Technology, https://doi.org/10.1115/1.4048520

Exploratory analysis was conducted to understand energy diversification trends within the oil, gas, and power industry and to examine whether geothermal technologies play a role in the low-carbon energy mix. Investigations were completed using the 20... Read More about Macro Energy Trends and the Future of Geothermal Within the Low-Carbon Energy Portfolio.

Deep Reinforcement Learning Based Energy Storage Arbitrage With Accurate Lithium-ion Battery Degradation Model (2020)
Journal Article
Healey, & Fan. (2020). Deep Reinforcement Learning Based Energy Storage Arbitrage With Accurate Lithium-ion Battery Degradation Model. IEEE Transactions on Smart Grid, 4513-4521. https://doi.org/10.1109/TSG.2020.2986333

Accurate estimation of battery degradation cost is one of the main barriers for battery participating on the energy arbitrage market. This paper addresses this problem by using a model-free deep reinforcement learning (DRL) method to optimize the bat... Read More about Deep Reinforcement Learning Based Energy Storage Arbitrage With Accurate Lithium-ion Battery Degradation Model.