Stochastic Range Estimation Algorithms for Electric Vehicles using Data-Driven Learning Models
This work aims at improving the energy consumption forecast of electric vehicles by enhancing the prediction with a notion of uncertainty. The algorithm itself learns from driver and traffic data in a training set to generate accurate, driver-individual energy consumption forecasts.
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| Materialtyp: | Online |
| Språk: | engelska |
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KIT Scientific Publishing
2022
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| Länkar: | ONIX_20220620_9783731511663_74 |
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| _version_ | 1869514444614139904 |
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| author | Scheubner, Stefan |
| author_browse | Scheubner, Stefan |
| author_facet | Scheubner, Stefan |
| author_sort | Scheubner, Stefan |
| collection | Directory of Open Access Books |
| description | This work aims at improving the energy consumption forecast of electric vehicles by enhancing the prediction with a notion of uncertainty. The algorithm itself learns from driver and traffic data in a training set to generate accurate, driver-individual energy consumption forecasts. |
| format | Online |
| id | doab-20.500.12854ir-84371 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2022 |
| publishDateRange | 2022 |
| publishDateSort | 2022 |
| publisher | KIT Scientific Publishing |
| publisherStr | KIT Scientific Publishing |
| record_format | ojs |
| spelling | doab-20.500.12854ir-843712025-04-08T10:31:20Z Stochastic Range Estimation Algorithms for Electric Vehicles using Data-Driven Learning Models Scheubner, Stefan Elektromobilität Vorhersagen Algorithmen Fahrzeugtechnik Energiemanagement E-Mobility Forecasting Algorithms Vehicle Technology Energy Management This work aims at improving the energy consumption forecast of electric vehicles by enhancing the prediction with a notion of uncertainty. The algorithm itself learns from driver and traffic data in a training set to generate accurate, driver-individual energy consumption forecasts. 2022-06-21T04:02:45Z 2022-06-21T04:02:45Z 2022-06-20T19:09:54Z 2022 book ONIX_20220620_9783731511663_74 OCN: 1348375824 1869-6058 https://library.oapen.org/handle/20.500.12657/56964 9783731511663 https://directory.doabooks.org/handle/20.500.12854/84371 eng Karlsruher Schriftenreihe Fahrzeugsystemtechnik open access image/jpeg image/jpeg image/jpeg image/jpeg n/a n/a n/a n/a https://library.oapen.org/bitstream/20.500.12657/56964/1/9783731511663.pdf https://library.oapen.org/bitstream/20.500.12657/56964/1/9783731511663.pdf https://library.oapen.org/bitstream/20.500.12657/56964/1/9783731511663.pdf https://library.oapen.org/bitstream/20.500.12657/56964/1/9783731511663.pdf KIT Scientific Publishing KIT Scientific Publishing 10.5445/KSP/1000143200 10.5445/KSP/1000143200 68fffc18-8f7b-44fa-ac7e-0b7d7d979bd2 9783731511663 AG Universitätsverlage KIT Scientific Publishing 192 Karlsruhe open access |
| spellingShingle | Elektromobilität Vorhersagen Algorithmen Fahrzeugtechnik Energiemanagement E-Mobility Forecasting Algorithms Vehicle Technology Energy Management Scheubner, Stefan Stochastic Range Estimation Algorithms for Electric Vehicles using Data-Driven Learning Models |
| title | Stochastic Range Estimation Algorithms for Electric Vehicles using Data-Driven Learning Models |
| title_full | Stochastic Range Estimation Algorithms for Electric Vehicles using Data-Driven Learning Models |
| title_fullStr | Stochastic Range Estimation Algorithms for Electric Vehicles using Data-Driven Learning Models |
| title_full_unstemmed | Stochastic Range Estimation Algorithms for Electric Vehicles using Data-Driven Learning Models |
| title_short | Stochastic Range Estimation Algorithms for Electric Vehicles using Data-Driven Learning Models |
| title_sort | stochastic range estimation algorithms for electric vehicles using data driven learning models |
| topic | Elektromobilität Vorhersagen Algorithmen Fahrzeugtechnik Energiemanagement E-Mobility Forecasting Algorithms Vehicle Technology Energy Management |
| topic_facet | Elektromobilität Vorhersagen Algorithmen Fahrzeugtechnik Energiemanagement E-Mobility Forecasting Algorithms Vehicle Technology Energy Management |
| url | ONIX_20220620_9783731511663_74 |
| work_keys_str_mv | AT scheubnerstefan stochasticrangeestimationalgorithmsforelectricvehiclesusingdatadrivenlearningmodels |