1. High Equipment Maintenance Costs
Many production equipment, abnormal core equipment status, easily causing great losses in output and quality, low maintenance efficiency and high costs.
2. Difficult Production Process Management
Rapid capacity expansion, difficult multi-plant and multi-workshop management; diverse customer demands, constantly changing product forms, difficult material traceability; strict safety requirements for raw materials and assembly processes, many process steps, challenging production management.
3. Poor Quality Consistency
Manufacturing yield is key for power battery enterprises, strict quality control, but battery quality is easily affected by environment, equipment, etc., making it hard to control every detail for high consistency.
4. Difficult to Efficiently Identify and Classify Defects
Coating and winding are core processes in power battery manufacturing, prone to defects like tab flipping, and hard to identify defect types in time.