Rebooting data-driven soft-sensors in process industries: A review of kernel methods

Y Liu, M **e - Journal of Process Control, 2020 - Elsevier
Soft-sensors usually assist in dealing with the unavailability of hardware sensors in process
industries, thus allowing for less fault occurrence and better control performance. However …

Remaining useful life prediction and predictive maintenance strategies for multi-state manufacturing systems considering functional dependence

X Han, Z Wang, M **e, Y He, Y Li, W Wang - Reliability Engineering & …, 2021 - Elsevier
The performance states of the manufacturing equipment and the quality states of the
manufactured products are important indicators for the operational state evaluation and …

[HTML][HTML] Failure dependence and cascading failures: A literature review and investigation on research opportunities

Y Zhao, B Cai, V Cozzani, Y Liu - Reliability Engineering & System Safety, 2024 - Elsevier
The complexity of technical systems is escalating, and components within the systems are
becoming more vulnerable to failure dependence. Failure dependence implies that the …

A finite-horizon condition-based maintenance policy for a two-unit system with dependent degradation processes

B Liu, MD Pandey, X Wang, X Zhao - European Journal of Operational …, 2021 - Elsevier
This paper analyzes a condition-based maintenance (CBM) model for a system with two
heterogeneous components in which degradation follows a bivariate gamma process …

Condition-based opportunistic maintenance policies with two-phase inspections for continuous-state systems

Y Chen, Q Qiu, X Zhao - Reliability Engineering & System Safety, 2022 - Elsevier
This paper proposes two condition-based opportunistic maintenance policies with two-
phase inspections for continuously degraded systems with real-time monitoring and periodic …

Reliability of response region: a novel mechanism in visual tracking by edge computing for IIoT environments

S Liu, C Guo, F Al-Turjman, K Muhammad… - Mechanical systems and …, 2020 - Elsevier
Reliability has been widely used in industrial IoT (IIoT) applications. Since maintaining fast
and accurate tracking of targets with fast move and motion blur in industrial applications is …

[HTML][HTML] Reliability and availability analysis of stochastic degradation systems based on bivariate Wiener processes

Q Dong, L Cui, S Si - Applied Mathematical Modelling, 2020 - Elsevier
It is still a challenge to study the degradation mechanisms of complex systems with multiple
performance characteristics. This paper develops a two-stage stochastic degradation model …

[HTML][HTML] Joint condition-based maintenance and load-sharing optimization for two-unit systems with economic dependency

MAJUH Broek, RH Teunter, B De Jonge… - European Journal of …, 2021 - Elsevier
Many production facilities consist of multiple and functionally exchangeable units of
equipment, such as pumps or turbines, that are jointly used to satisfy a given production …

Reliability modeling for degradation-shock dependence systems with multiple species of shocks

H Gao, L Cui, Q Qiu - Reliability Engineering & System Safety, 2019 - Elsevier
In this research, reliability models are developed for systems or devices subject to
dependent competing soft and hard failure processes with degradation-shock dependences …

An integrated framework of preventive maintenance and task scheduling for repairable multi-unit systems

W Zhang, J Gan, S He, T Li, Z He - Reliability Engineering & System Safety, 2024 - Elsevier
Preventive maintenance and task scheduling are both crucial activities in industrial practice.
Although they are interdependent and mutually influential, most existing studies typically …