Trend analysis is to identify the trend and development direction of variables over time through statistical, modeling, and graphical analysis of historical data series.
It is used to identify the changes of battery performance parameters (such as capacity, internal resistance, temperature, cycle life, etc.) with time or charge-discharge cycles, identify potential problems in advance, optimize manufacturing processes, and formulate predictive maintenance strategies.
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