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.

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:

DOI: 10.5151/simea2019-PAP96

Referências bibliográficas

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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 23577592, DOI 10.5151/simea2019-PAP96