Optimized research on logic threshold of passenger car based on Genetic Algorithm

Optimized research on logic threshold of passenger car based on Genetic Algorithm

This paper firstly analyzes the control mechanism of logic thresholds of wheel acceleration and deceleration. Considering working characteristics of the passenger car, a vehicle dynamics platform of Carsim is introduced, and then the Matlab/Simulink is used to run a combined simulation with Carsim....

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Kegang Zhao, Xinfei Sun
Format: Tagungsbericht
Sprache:eng
Schlagworte:
Acceleration
Anti-lock Braking System
Genetic Algorithm
Genetic algorithms
Mathematical model
Optimization
Parameter optimization
Process control
Threshold control
Vehicles
Wheels
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Beschreibung
Zusammenfassung:This paper firstly analyzes the control mechanism of logic thresholds of wheel acceleration and deceleration. Considering working characteristics of the passenger car, a vehicle dynamics platform of Carsim is introduced, and then the Matlab/Simulink is used to run a combined simulation with Carsim. In order to optimize multiple logic thresholds, Genetic Algorithm is used to optimize multi-parameter of ABS controller. It is proved that this method is practical and effective by relative validation procedure.
DOI:10.1109/WCICA.2011.5970595