The proliferation of e-cigarette devices worldwide is inextricably linked to the rapidly growing manufacturing industry in China factories. These facilities are often characterized by lax regulation, potentially compromising product safety and contributing to a surge in fake products entering global markets. The sheer quantity of e-cigarette goods