Agosto 2019 vol. 6 num. 1 - XXVII Simpósio Internacional de Engenharia Automotiva
Artigo - Open Access.
A gaussian process model for tires in combined slip case a gaussian process model for tires in combined slip case
A GAUSSIAN PROCESS MODEL FOR TIRES IN COMBINED SLIP CASE A GAUSSIAN PROCESS MODEL FOR TIRES IN COMBINED SLIP CASE
Souza, André Pelisser Cavalcante ; Vatanabe, Wilhelm Andriessen ; Kawamoto, Alexandre Massayuki ; Namba, Victor Lyra ;
Artigo:
A deep knowledge of tire behavior in operating conditions is fundamental to the effective modelling of vehicular dynamics on its safety, comfort and performance aspects. Data-based models are a common approach despite the challenges: the complex interaction between tire constructive and operational factors implies the necessity of large datasets, the tradeoff between local and global fit and the handling of a high number of inputs with varying relevance to the each output.
Artigo:
A deep knowledge of tire behavior in operating conditions is fundamental to the effective modelling of vehicular dynamics on its safety, comfort and performance aspects. Data-based models are a common approach despite the challenges: the complex interaction between tire constructive and operational factors implies the necessity of large datasets, the tradeoff between local and global fit and the handling of a high number of inputs with varying relevance to the each output.
Palavras-chave: -,
Palavras-chave: -,
DOI: 10.5151/simea2019-PAP96
Referências bibliográficas
- [1] -
Como citar:
Souza, André Pelisser Cavalcante; Vatanabe, Wilhelm Andriessen; Kawamoto, Alexandre Massayuki; Namba, Victor Lyra; "A gaussian process model for tires in combined slip case a gaussian process model for tires in combined slip case", p. 930-945 . In: XXVII Simpósio Internacional de Engenharia Automotiva.
São Paulo: Blucher,
2019.
ISSN 2357-7592,
DOI 10.5151/simea2019-PAP96
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