E. P. Okoneyo

A Hybrid CNN–Vision Language Model Framework for Visual Fire Detection and Context-Aware Decision Support in Oil and Gas Facilities

In Nigeria's oil and gas industry, fire and explosion incidents have claimed more than 3,400 lives over the last 15 years, which are fueled by old infrastructure, chronic pipeline vandalism and lack of intelligent real time monitoring. Traditional sensor-based systems of detection are limited in their spatial coverag...