Hybrid learning algorithm of radial basis function networks for reliability analysis

D Zhang, N Zhang, N Ye, J Fang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
With the wide application of industrial robots in the field of precision machining, reliability
analysis of positioning accuracy becomes increasingly important for industrial robots. Since …

Kinematic reliability analysis of robotic manipulator

D Zhang, X Han - Journal of Mechanical Design, 2020 - asmedigitalcollection.asme.org
Kinematic reliability of robotic manipulators is the linchpin for restraining the positional errors
within acceptable limits. This work develops an efficient reliability analysis method to …

Time-dependent kinematic reliability analysis of gear mechanism based on sequential decoupling strategy and saddle-point approximation

J Chen, L Chen, L Qian, G Chen, S Zhou - Reliability Engineering & System …, 2022 - Elsevier
Accurate and efficient reliability evaluation is critical to ensure the safety of gear mechanism.
This paper aims to develop an effective and practical method for time-dependent kinematic …

Methodologies for system-level remaining useful life prediction

H Khorasgani, G Biswas, S Sankararaman - Reliability Engineering & …, 2016 - Elsevier
While most prognostics approaches focus on accurate computation of the degradation rate
and the remaining useful life (RUL) of individual components, it is the rate at which the …

Positioning accuracy reliability of industrial robots through probability and evidence theories

D Zhang, Z Peng, G Ning… - Journal of …, 2021 - asmedigitalcollection.asme.org
The positioning accuracy of industrial robots has an important influence on the stability and
accuracy of robotic motion, which is one of the important indexes to measure the …

An effective approach for kinematic reliability analysis of steering mechanisms

L Wang, X Zhang, Y Zhou - Reliability Engineering & System Safety, 2018 - Elsevier
The paper presents an effective surrogate model for system reliability analysis of
mechanisms based on an extreme-value kinematic error model and the Kriging …

Computationally efficient reliability analysis of mechanisms based on a multiplicative dimensional reduction method

X Zhang, MD Pandey, Y Zhang - Journal of …, 2014 - asmedigitalcollection.asme.org
The paper presents a computationally efficient method for system reliability analysis of
mechanisms. The reliability is defined as the probability that the output error remains within …

Dynamic response errors and accuracy reliability for mechanism with multiple lubrication clearance joints

X Chen, T Wang, S Gao - Archive of Applied Mechanics, 2023 - Springer
In mechanical industry, most mechanical systems contain lubrication clearance joints.
Consequently, to analyze the dynamic response errors and accuracy reliability for …

An effective approach for high-dimensional reliability analysis of train-bridge vibration systems via the fractional moment

X Zhang, X Wang, MD Pandey, JD Sørensen - Mechanical Systems and …, 2021 - Elsevier
The safety and stability performance of train-bridge vibration (TBV) systems become
seriously concerned with an increasing operation speed of rails. In this regard, many …

A method to determine kinematic accuracy reliability of gear mechanisms with truncated random variables

X Huang, S Hu, Y Zhang, Y Xu - Mechanism and Machine theory, 2015 - Elsevier
Gears are widely used as transmission components in various types of precision machinery,
such as machine tools, vehicles and robots. The performance of these mechanical systems …