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TechNews - Embracing AI at Porsche
AutoMotions
Follow
13/06/2025
Innovative data analysis ensures high-voltage performance.
Category
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Motor
Transcript
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00:00
Preventive Anomaly Exploration
00:07
A particularly innovative data analysis method for high-voltage batteries.
00:12
Used for the first time in the Porsche Macan, it can recognize data anomalies,
00:17
more precisely conspicuous or unexpected patterns in the data
00:21
and possibly their technical causes.
00:24
This ensures the long-term performance of the high-voltage system.
00:28
Furthermore, insights are generated for the development of follow-up products.
00:33
A closer look at the technology.
00:36
Anomaly Exploration utilizes detectors that use intelligent algorithms
00:41
to recognize changes in battery behavior, for example.
00:44
Detected anomalies are analyzed, clustered and evaluated in a cloud.
00:49
The data can be collected while driving and while charging.
00:53
The system learns continuously.
00:56
What is particularly impressive is that the method can analyze the data of each battery cell individually.
01:03
Of the anomalies identified so far, all have turned out to be non-critical and explainable.
01:09
They can be attributed to the typical behavior of new batteries.
01:13
However, should a relevant anomaly occur, Porsche proactively informs the driver,
01:18
including specific instructions for action, for example via the MyPorsche app.
01:24
Preventive Anomaly Exploration aims to use data analysis methods
01:28
to ensure the reliability and performance of vehicles and predict potential limitations.
01:35
This makes preventive anomaly exploration one of the central building blocks of the quality work of the future.
01:42
Preventive Anomaly Exploration
01:54
Preventive Anomaly Exploration
01:56
Revival
Recommended
2:28
|
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