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Real-Time Temperature Distribution Estimation in Permanent Magnet Synchronous Motors (PMSMs) Using Machine Learning: A Path Toward Energy Efficiency and Sustainability
Authors: OC Williams, AO Bakare, TM Rufai, OL Owolabani, AT Oyekan, KJ Oshile. Key words: This research investigates real-time temperature distribution estimation in Permanent Magnet Synchronous Motors (PMSMs), leveraging advanced supervised machine learning techniques to overcome the limitations of conventional measurement methods. Accurate temperature estimation is critical for optimising motor performance, enhancing energy efficiency, and ensuring system reliability, parti
Comms Team
Nov 191 min read


Predictive Maintenance: From Concept to Industry Pilot
Building on its published work in machine learning-based fault detection , Devel AI has launched a predictive maintenance pilot with two engineering firms. The system integrates Spiking Neural Networks (SNNs) and ensemble models to forecast hydraulic system failures before they happen — reducing downtime and saving costs. The project demonstrates how research moves from theory to application, empowering industries to transition from reactive to predictive operations . “We
Comms Team
Nov 51 min read


Design and Development of a Portable Solar-Powered Mobile Charging System with Enhanced Efficiency and Compact Size
Authors: MA Adedoyin, TM Rufai, AO Bakare, E Oladeinde, T Oyekan The increasing demand for compact, mobile, and efficient electronic devices has led to significant advancements in portable power solutions. Portable mobile charging systems, commonly referred to as power banks, have become essential, particularly for individuals in regions with unreliable electricity supply. This project focuses on the development of a portable solar-powered mobile charging system designed to m
Comms Team
Aug 241 min read


Devel AI Pilots Edge-Based Oil Spill Detection in Real-World Environments
Devel AI is taking its CNN-powered oil spill detection system from the lab to the field. Following its presentation at SPE Nigeria 2025 , the team has begun pilot testing in collaboration with environmental partners across the Niger Delta and coastal region of Lagos. The mobile app uses EfficientNet-Lite1 deep learning architecture and runs locally on smartphones — enabling real-time oil-spill alerts without the need for internet or expensive infrastructure . “We wanted to
Comms Team
Jul 231 min read


Unlocking Business Potential with Data Analytics Solutions
Devel AI has announced its new Academic Partnership & Fellowship Program , designed to support postgraduate students and early-career researchers developing AI-for-Impact projects . Participants gain mentorship, access to Devel AI’s datasets, and publishing guidance in domains like renewable energy optimisation, gait analysis, and intelligent automation . “Our mission goes beyond research,” said Mariam , Digital Engagement Lead. “We’re building a network of innovators who use
Comms Team
Jan 201 min read
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