Based on industrial internet technology, fully realize data value monetization, assist in intelligent transformation and upgrading of the power battery industry
1. High equipment operation and maintenance costs
Large number of production equipment, abnormal status of core equipment, easily causing significant losses to output and quality; low equipment operation and maintenance efficiency, high costs
2. Business data not integrated
Data from various business systems is difficult to integrate and apply, poor data foundation
3. Poor quality consistency
Manufacturing yield rate is key to survival for power battery enterprises; however, power battery quality is easily affected by environmental and equipment factors, making it difficult for manufacturers to control every detail of each process to achieve high consistency
4. Difficult to efficiently identify and classify defects
Coating and winding are core processes in power battery manufacturing; however, defects such as tab flipping easily occur, and it is difficult to identify defect types in time during production