- Deep Reinforcement Learning Applied to Energy Systems
- Microgrid Operation
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Rehman, T., Khan, M.A., Hussain, A., Kim, H.-M., 2024. Optimal sizing of multi-energy microgrid with electric vehicle integration: Considering carbon emission and resilience load. Energy Reports 11, 4192โ4212. https://doi.org/10.1016/j.egyr.2024.04.001
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M.A. Khan, T. Rehman, A. Hussain, H.-M. Kim, Day-ahead operation of a multi-energy microgrid community with shared hybrid energy storage and EV integration, Journal of Energy Storage 97 (2024) 112855. https://doi.org/10.1016/j.est.2024.112855.
- Agent-based Grid Operation [In Progress]
- Blog Series Code
- Microgrid Operation
- LSTM for Flood and Drought Forecasting
- Vending Machine Prototype with Microcontroller
I'm a Master's student at Incheon National University, South Korea --- Power and Renewable Energy Lab.
๐ I'm passionate about Deep Learning and its applications.
๐ฑ Iโm always learning and exploring new avenues in Electrical Engineering.
๐ I'm deeply passionate about contributing to open-source projects.
In my series of blog posts, I delve into the concepts and mathematical modeling of energy system problems centered around the topic of "Optimal Operations." Each blog post also contains practical implementation guidance using C++/Cplex. I strive to present fundamental concepts and code snippets to improve understanding. Moreover, I share the challenges, errors, and mistakes that I encountered during coding, considering them valuable learning opportunities.
Explore my Medium blog here.
I'm always open to connecting with fellow researchers, engineers, and deep learning enthusiasts. Feel free to reach out on LinkedIn, explore my GitHub, or read my Medium blogs to learn more about my projects and contributions.