Hongzhan Ma

A systematic decision making approach for product conceptual design based on fuzzy morphological matrix

Hongzhan Ma, Xuening Chu, Deyi Xue et al. · Expert Systems with Applications · 2017 · 66 citations

Fuzzy Multi-criteria Decision-making, Industrial Design, Fuzzy Logic +12

Anomaly detection and critical attributes identification for products with multiple operating conditions based on isolation forest

Hansi Chen, Hongzhan Ma, Xuening Chu et al. · Advanced Engineering Informatics · 2020 · 59 citations

Isolation Forest, Anomaly Detection, Engineering +8

Identification of to-be-improved components for redesign of complex products and systems based on fuzzy QFD and FMEA

Hongzhan Ma, Xuening Chu, Deyi Xue et al. · Journal of Intelligent Manufacturing · 2016 · 55 citations

Complex Products, Industrial Design, Fuzzy Logic +15

Performance degradation assessment of rolling bearing based on convolutional neural network and deep long-short term memory network

Zheng Wang, Hongzhan Ma, Hansi Chen et al. · International Journal of Production Research · 2019 · 34 citations

Condition Monitoring, Recurrent Neural Network, Engineering +14

An Integrated Approach for Design Improvement Based on Analysis of Time-Dependent Product Usage Data

Hongzhan Ma, Xuening Chu, Guolin Lyu et al. · Journal of Mechanical Design · 2017 · 30 citations

Design Decision, Engineering, Industrial Engineering +18