Based on the analysis of existing data, vehicle fire incidents are usually related to electrical system failures, engine compartment overheating, or mechanical defects. Among these, shared cars and specific brand models are more prone to fire incidents due to high usage frequency or technical flaws. Meanwhile, certain luxury brands like BMW have issued global recalls due to starter motor defects that may cause electrical short circuits and subsequent fires, affecting models including electric SUVs. Additionally, high-performance sports cars are susceptible to fuel system leaks and ignition during high-speed collisions, as seen in the Ferrari team incident. Vehicle owners are advised to regularly inspect electrical wiring, cooling systems, and fuel lines; refrain from circuit modifications; ensure clean engine compartments free of oil buildup before long trips; and use manufacturer-approved charging equipment for electric vehicles. Should abnormal dashboard warnings or burning odors be detected, immediately shut off the engine and seek professional inspection.