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AutoMotions
  • 13/06/2025
Innovative data analysis ensures high-voltage performance.
Transcript
00:00Preventive Anomaly Exploration
00:07A particularly innovative data analysis method for high-voltage batteries.
00:12Used for the first time in the Porsche Macan, it can recognize data anomalies,
00:17more precisely conspicuous or unexpected patterns in the data
00:21and possibly their technical causes.
00:24This ensures the long-term performance of the high-voltage system.
00:28Furthermore, insights are generated for the development of follow-up products.
00:33A closer look at the technology.
00:36Anomaly Exploration utilizes detectors that use intelligent algorithms
00:41to recognize changes in battery behavior, for example.
00:44Detected anomalies are analyzed, clustered and evaluated in a cloud.
00:49The data can be collected while driving and while charging.
00:53The system learns continuously.
00:56What is particularly impressive is that the method can analyze the data of each battery cell individually.
01:03Of the anomalies identified so far, all have turned out to be non-critical and explainable.
01:09They can be attributed to the typical behavior of new batteries.
01:13However, should a relevant anomaly occur, Porsche proactively informs the driver,
01:18including specific instructions for action, for example via the MyPorsche app.
01:24Preventive Anomaly Exploration aims to use data analysis methods
01:28to ensure the reliability and performance of vehicles and predict potential limitations.
01:35This makes preventive anomaly exploration one of the central building blocks of the quality work of the future.
01:42Preventive Anomaly Exploration
01:54Preventive Anomaly Exploration
01:56Revival

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