Oluwafunmilayo Ifeoluwa Somoye

AI-Enabled Digital Twin Framework for Predictive Maintenance and Performance Optimisation of Mechatronic Mechanical Systems

Oluwafunmilayo Ifeoluwa Somoye, Akinsuyi Samson, Rufus Fidelis Ojuoluwa, Lawal Sulaimon Abiodun & Confidence Adimchi Chinonyerem · Asian Journal of Advanced Research and Reports · 2026

The growing integration of artificial intelligence and digital twin technologies into predictive maintenance has greatly contributed to the optimisation of the performance of mechatronics and industrial systems; yet several challenges, related to model validation, scalability, an...

Open access Research Article 10.9734/ajarr/2026/v20i41338

Scalable Machine Learning Algorithms for Processing High-dimensional Data: A Case Study Approach

Oluwafunmilayo Ifeoluwa Somoye, Chimdi Walter Ndubuisi, Samuel Donatus & Felix Amakye · Asian Journal of Advanced Research and Reports · 2025

The need for highly scalable machine learning algorithms is driven by the fast development of high-dimensional data in various industries, including cybersecurity and finance. Traditional models perform under heavy computational load and suffer reduced predictive performance when...

Open access Research Article 10.9734/ajarr/2025/v19i61064