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Author

Mohammed Abdulhamid Babi

2 papers indexed here

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Open access Sep 2026

AI-Based Energy Consumption Prediction and Scheduling for Smart Homes

-The consumption of electricity in households shows growing levels of unpredictability and peaks in demand, which negatively affect the stability of power grids and decreases the efficiency of energy consumption. Many research works have been dedicated to short-term load forecasting and demand-side management; however,...

Mohammed Abdulhamid Babi, Ahmed Z. Mohammed, M. Usman et al. · 0 citations
Open access Sep 2026

Multi-Pollutant Air Quality Prediction Using a ResNet-Based Regression Model: Evaluation Using Abuja and Beijing Air-Quality Datasets

- Prediction of air quality is fundamental to the study of pollution dynamics as well as the implementation of monitoring strategies. In this paper, the construction and performance of a One-dimensional Residual Neural Network (1D ResNet) based multi-output regression model that predicts multiple air pollutants using h...

U. Baba, S. Yarima, F. Zambuk et al. · 0 citations

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