A Method for Dynamic Payload Estimation in Hydraulic Excavators
A Method for Dynamic Payload Estimation in Hydraulic Excavators This work describes a method for accurate and dynamic payload estimation for mobile hydraulic excavators. Measurements performed on a…
Specifikacia A Method for Dynamic Payload Estimation in Hydraulic Excavators
A Method for Dynamic Payload Estimation in Hydraulic Excavators
This work describes a method for accurate and dynamic payload estimation for mobile hydraulic excavators. Measurements performed on a target excavator validate the accuracy of the method under real world conditions. It comprises of a base analytical model that expresses the payload as a function of joint torques and motion parameters, complimented using a machine-learning model that uses a data-driven approach to significantly increase the accuracy of the overall payload estimate.