Transparent digital twin for output control using belief rule base

L Chang, L Zhang, C Fu… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
A transparent digital twin (DT) is designed for output control using the belief rule base (BRB),
namely, DT-BRB. The goal of the transparent DT-BRB is not only to model the complex …

An ELECTRE-based multiple criteria decision making method for supplier selection using Dempster-Shafer theory

L Fei, J Xia, Y Feng, L Liu - IEEE Access, 2019 - ieeexplore.ieee.org
The selection of the optimal supply is an open and crucial issue in supply chain
management (SCM), which can be considered as a multi-criteria decision-making (MCDM) …

On the interpretability of belief rule-based expert systems

Y Cao, Z Zhou, C Hu, W He… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
As the generalization of fuzzy systems, the belief rule base (BRB) expert system is
transparent and interpretable. However, the interpretability of BRB has almost been ignored …

An extended best-worst multi-criteria decision-making method by belief functions and its applications in hospital service evaluation

L Fei, J Lu, Y Feng - Computers & Industrial Engineering, 2020 - Elsevier
In the healthcare industry, hospital service quality assessment is an important work, which
can not only promote medical service providers to improve the status quo of the industry, but …

A new approximate belief rule base expert system for complex system modelling

Y Cao, ZJ Zhou, CH Hu, SW Tang, J Wang - Decision Support Systems, 2021 - Elsevier
Expert knowledge is the foundation of the interpretability of belief rule base (BRB) expert
system. However, the rule explosion problem and weak extendability of BRB limit the …

Modeling heterogeneous multi-attribute emergency decision-making with Dempster-Shafer theory

L Fei, Y Feng, H Wang - Computers & Industrial Engineering, 2021 - Elsevier
Conventional multi-attribute decision-making (MADM) methods, with regard to different
attributes, typically require decision-makers (DMs) to use a unified information expression to …

On the robustness of belief-rule-based expert systems

Y Cao, Z Zhou, S Tang, P Ning… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Belief rule base (BRB) expert system has been widely used in complex system modeling.
Robustness is crucial to the modeling performance and safety of BRB. For a better …

Multisource model-driven digital twin system of robotic assembly

X Li, B He, Y Zhou, G Li - IEEE Systems Journal, 2020 - ieeexplore.ieee.org
The digital twin technology effectively fuels improvements in the quality and efficiency of
robotic assembly, especially for sophisticated processes. High-quality digitalization requires …

Lithium-ion battery health assessment method based on belief rule base with interpretability

P Han, W He, Y Cao, YM Li, QQ Mu, YH Wang - Applied Soft Computing, 2023 - Elsevier
Health assessment is important for the safe and reliable operation of lithium-ion battery.
However, there exist two typical issues in existing health assessment models for lithium-ion …

A framework for optimizing extended belief rule base systems with improved Ball trees

YG Fu, JH Zhuang, YP Chen, LK Guo… - Knowledge-Based …, 2020 - Elsevier
Decision support systems imposed a challenge for efficiently reasoning through utilizing
stored unordered rules. The Extended Belief Rule-Base (EBRB) system, renowned for its …