Shenyang Fire Research Institute

Hidden Heat Before Flames: Multispectral Deep Learning for Early Warning of Concealed Fire Hazards in Insulated Structures

Concealed fires within the insulation layers of buildings, such as cold storage facilities and cinemas, present a serious fire hazard because heat generated by electrical faults can accumulate behind protective panels before ignition and then spread rapidly once combustion begins...