FPCs and PCBs in the new energy sector require the placement of insulating materials, thermal conductive adhesives, protective films, etc., to withstand high voltage, high heat, and vibrational environments. The reliability of irregular components placement is crucial for system safety and energy efficiency. Fully auto vision irregular components placement equipment can handle reel-fed and sheet-fed materials and supports customization for compatible special materials. It offers high placement accuracy, ensuring the long-term stable operation of new energy equipment under demanding working conditions, and assists green energy systems in improving quality and reducing costs.