John Amanesi Abubakar

Featured Publications

Selected papers. For the complete list, visit my Here.

Advanced Forecasting Techniques for Smart Grids to Enhance Energy Efficiency and Sustainability

Data-driven forecasting for smart grid decision support, focusing on accuracy, robustness, and deployment realism.

Smart Grids Forecasting LSTM Evaluation
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Abstract: This study evaluates advanced energy consumption forecasting models as a foundation for proactive and intelligent energy management in smart grids. Using real-world weather and consumption data from a student residence in Bologna, Italy, LSTM, Transformer, and benchmark models were compared. Results show that LSTM achieved the highest accuracy, while Transformer models demonstrated strong potential for capturing long-term dependencies.

Publisher: ACM
Year: 2024

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Assessing the Technical Offshore Wind Energy Potential in Lagos, Nigeria

This study presents a technical layout of the number of turbines per the specified area and the potential output using Aerodyn SCD 8.0/168.

Energy Offshore Wind Energy Lagos
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Abstract: This study assesses the technical feasibility of offshore wind energy as an alternative power source for Lagos, Nigeria, where electricity demand far exceeds supply. Using wind data from existing literature and the Aerodyn SCD 8.0/168 turbine model, the analysis estimates turbine layouts and potential energy output in the Gulf of Guinea. Results indicate that offshore wind resources could significantly exceed Lagos’ annual electricity demand, highlighting offshore wind as a viable renewable energy solution.

Publisher: IOP Conference Series: Earth and Environmental Science
Year: 2021

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Harnessing speed breakers potentials for electricity generation: a case study of Covenant University.

This study explores the concept of utilizing speed breakers as a means of electricity generation to power little power-consuming but critical load.

Power Generation 3D Design Energy Sustainability
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Abstract: This study examines the feasibility of harvesting kinetic energy from speed breakers to generate electricity for low-power but mission-critical loads. Using Covenant University as a case study, energy consumption patterns were analyzed to identify essential loads such as street lighting. The proposed system was evaluated through simulation and prototype development using Fusion 360 and Proteus 8.0, demonstrating the potential of speed breaker–based energy harvesting as a supplementary and sustainable power source.

Publisher: International Journal of Electrical & Computer Engineering
Year: 2025

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The Impact of Stand-Alone Systems in Nigeria’s Energy Distribution Sector and Present-Day Challenges Faced

Energy access perspective on stand-alone systems and challenges in Nigeria’s distribution ecosystem.

Energy Nigeria Distribution Policy
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Abstract: Nigeria’s electricity deficit remains severe, with significant imbalance between urban and rural access. This paper examines the role of stand-alone microgrids in mitigating energy shortages and reducing reliance on diesel generation, highlighting both environmental benefits and deployment challenges.

Publisher: IOP Conference Series
Year: 2024

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