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Using a Representative Driving Pattern Extraction Technique Modeling with Machine Learning, Development of Durability Test Mode Hyundai Motor Group
- Format:
- Book
- Conference/Event
- Author/Creator:
- Beun, Hye Jeong, author.
- Conference Name:
- SAE WCX Digital Summit (2021-04-13 : Live Online, Pennsylvania, United States)
- Language:
- English
- Physical Description:
- 1 online resource cm
- Place of Publication:
- Warrendale, PA SAE International 2021
- Summary:
- The powertrain durability test mode often defines the method by reflecting figures such as frequency of use or severity, but in complex systems, durability is difficult to verify in real life conditions under simple conditions. Therefore, in this session, a new analysis method modeled for each driving unit is presented, rather than analyzing time series data in time to extract representative driving pattern from the perspective of the powertrain load reflecting driving situation and driver's will by applying machine learning technique, and to develop realistic durability test evaluation mode
- Notes:
- Vendor supplied data
- Publisher Number:
- 2021-01-0160
- Access Restriction:
- Restricted for use by site license
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