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6 months ago

Innovative data analysis ensures high-voltage performance.

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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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