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oapen-20.500.12657-501652021-07-24T02:43:13Z Assistenzsysteme zur Reduktion des Schädigungsverhaltens von Komponenten einer mobilen Arbeitsmaschine Brinkschulte, Lars Assistenzsysteme Schädigungsreduktion Machine Learning Modellbasierte Entwicklung Radlader assistance systems damage reduction machine learning model-based development wheel loader bic Book Industry Communication::T Technology, engineering, agriculture::TG Mechanical engineering & materials In this work, modular damage reduction assistance systems are investigated. Identification modules provide information about the current driving and working state, the machine operator, the bulk material mass and system parameters. Damage modules with complexity reduced calculation approaches allow a quantification of the machine damage. Possible applications and the potential of the assistance systems are demonstrated in a model-based development environment. 2021-07-23T15:11:16Z 2021-07-23T15:11:16Z 2021 book ONIX_20210723_9783731510895_5 1869-6058 9783731510895 https://library.oapen.org/handle/20.500.12657/50165 ger Karlsruher Schriftenreihe Fahrzeugsystemtechnik application/pdf n/a 9783731510895.pdf https://doi.org/10.5445/KSP/1000130176 KIT Scientific Publishing KIT Scientific Publishing 10.5445/KSP/1000130176 In this work, modular damage reduction assistance systems are investigated. Identification modules provide information about the current driving and working state, the machine operator, the bulk material mass and system parameters. Damage modules with complexity reduced calculation approaches allow a quantification of the machine damage. Possible applications and the potential of the assistance systems are demonstrated in a model-based development environment. 10.5445/KSP/1000130176 44e29711-8d53-496b-85cc-3d10c9469be9 9783731510895 KIT Scientific Publishing 79 264 Karlsruhe open access
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