What are the manufacturing data of lithium-ion batteries?

The manufacturing data of lithium-ion batteries comprises the process parameters for each manufacturing step, the detection data collected at various stages of production, and the performance parameters of the battery [25, 26].

What is the manufacturing process of lithium-ion batteries?

Fig. 1 shows the current mainstream manufacturing process of lithium-ion batteries, including three main parts: electrode manufacturing, cell assembly, and cell finishing .

What is the global demand for lithium-ion batteries?

In recent years, the rapid development of electric vehicles and electrochemical energy storage has brought about the large-scale application of lithium-ion batteries [, , ]. It is estimated that by 2030, the global demand for lithium-ion batteries will reach 9300 GWh .

Why are lithium-ion batteries becoming more popular?

With the rapid development of new energy vehicles and electrochemical energy storage, the demand for lithium-ion batteries has witnessed a significant surge. The expansion of the battery manufacturing scale necessitates an increased focus on manufacturing quality and efficiency.

How is the quality of the production of a lithium-ion battery cell ensured?

The products produced during this time are sorted according to the severity of the error. In summary, the quality of the production of a lithium-ion battery cell is ensured by monitoring numerous parameters along the process chain.

Are lithium-ion batteries able to produce data?

The current research on manufacturing data for lithium-ion batteries is still limited, and there is an urgent need for production chains to utilize data to address existing pain points and issues.