Items related to Adaptive State Prediction for Operating Point Optimization...

Adaptive State Prediction for Operating Point Optimization of Agricultural Machine Combinations (Karlsruher Schriftenreihe Fahrzeugsystemtechnik / Institut für Fahrzeugsystemtechnik) - Softcover

Kazenwadel, Benjamin

 
9783731514954: Adaptive State Prediction for Operating Point Optimization of Agricultural Machine Combinations (Karlsruher Schriftenreihe Fahrzeugsystemtechnik / Institut für Fahrzeugsystemtechnik)

Synopsis

Improving the efficiency of agricultural machinery is increasingly important. This work presents a constrained optimization approach for operating point optimization of agricultural machine combinations. System states are adaptively predicted under varying conditions to identify advantageous operating points while satisfying process constraints. Validation with multiple tractor-cultivator combinations demonstrates the prediction accuracy and efficiency improvement.

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