Harnessing AI for Sustainable Agriculture and Climate Adaptation: PPO, A2C, and SAC
An in-depth exploration of using PPO, A2C, and SAC for greenhouse management. 
Posts by Collection
portfolio
Microgrid Trading Using Reinforcement Learning
Management and control of a trading game between islanded microgrids using deep reinforcement learning. 
Hybrid Recommendation Chatbot
An AI chatbot for personalized recommendations. 
publications
Comparison of Deep Reinforcement Learning Algorithms in Enhancing Energy Trading in Microgrids
Published in 2020 International Conference on Computer, Control, Electrical, and Electronics Engineering (ICCCEEE), 2021
This paper aims to introduce a solution to Sudan’s inadequate electricity supply; focusing on current unconnected rural areas and the high cost of connecting these areas to Sudan’s national grid.
Recommended citation: ELamin, M., Elhassan, F., Manzoul, M. A. (2021). "Comparison of Deep Reinforcement Learning Algorithms in Enhancing Energy Trading in Microgrids." 2020 ICCCEEE. Pages 1-6. https://ieeexplore.ieee.org/abstract/document/9429565
Enhancing Energy Trading Between Different Islanded Microgrids
Published in 2020 International Conference on Computer, Control, Electrical, and Electronics Engineering (ICCCEEE), 2021
This paper tackles the problem of rural electrification and the lack of grid connection to large areas of Sudan.
Recommended citation: Moayad ELamin, Fay Elhassan, Mahmoud A Manzoul. (2021). "Enhancing Energy Trading Between Different Islanded Microgrids." 2020 ICCCEEE. Pages 1-6. Publisher: IEEE. [https://ieeexplore.ieee.org/abstract/document/9429584]
An Economic Evaluation of Islanded Microgrids Implementation in Northern Kordofan State
Published in 2020 International Conference on Computer, Control, Electrical, and Electronics Engineering (ICCCEEE), 2021
This research aims to introduce a solution to Sudan’s inadequate electricity supply, focusing on current unconnected electricity grid users tackling the high cost of connecting rural regions to Sudan’s national grid.
Recommended citation: Fay Elhassan, Moayad ELamin, Mahmoud A Manzoul. (2021). "An Economic Evaluation of Islanded Microgrids Implementation in Northern Kordofan State." 2020 ICCCEEE. Pages 1-5. Publisher: IEEE. https://ieeexplore.ieee.org/abstract/document/9429680
talks
Discussing Solutions for Rural Electrification in Sudan
Published:
In this conference proceedings talk, I discussed two of my published papers focused on addressing the challenges of rural electrification in Sudan.
Women’s Identity in Sudan
Published:
In this talk, I explore the multi-faceted vulnerabilities that women face, not just in Sudan but globally. I highlight how, particularly in Sudan, many societal structures often silence women’s voices. I share personal experiences to illustrate the profound impact this has on women’s ability to express themselves and make independent decisions.
An Introduction to Data Science
Published:
In this talk, I provided an overview of Data Science, explaining its significance and application in various industries. I aimed to demystify the field and make it accessible to a broader audience. The talk covered the fundamental concepts of Data Science, including data collection, analysis, and interpretation, as well as its role in decision-making processes.
teaching
Teaching Assistant at University of Khartoum
Undergraduate courses, University of Khartoum, 2021
Courses Taught:
- Databases (PostgresSQL)
- Computer-Aided Design
- Control Systems
- Electronic Instrumentation