Anomaly detection and critical SCADA parameters identification for wind turbines based on LSTM-AE neural network
H Chen, H Liu, X Chu, Q Liu, D Xue - Renewable Energy, 2021 - Elsevier
Continuous monitoring of wind turbine health conditions using anomaly detection methods
can improve the reliability and reduce maintenance costs during operation of wind turbine. …
can improve the reliability and reduce maintenance costs during operation of wind turbine. …
Risk prioritization in failure mode and effects analysis under uncertainty
Z Zhang, X Chu - Expert Systems with applications, 2011 - Elsevier
Failure mode and effects analysis (FMEA) is a powerful tool for identifying and assessing
potential failures. The tool has become increasingly important in new product development, …
potential failures. The tool has become increasingly important in new product development, …
A new importance–performance analysis approach for customer satisfaction evaluation supporting PSS design
X Geng, X Chu - Expert Systems with Applications, 2012 - Elsevier
Product-service system (PSS) design focuses on customer value and satisfaction more than
traditional product or service design, and pays much attention to making improvement …
traditional product or service design, and pays much attention to making improvement …
An integrated approach for rating engineering characteristics' final importance in product-service system development
X Geng, X Chu, D Xue, Z Zhang - Computers & Industrial Engineering, 2010 - Elsevier
Product-service system (PSS) approach has emerged as a competitive strategy to impel
manufacturers to offer a set of product and services as a whole. A three-domain PSS conceptual …
manufacturers to offer a set of product and services as a whole. A three-domain PSS conceptual …
A deformable CNN-DLSTM based transfer learning method for fault diagnosis of rolling bearing under multiple working conditions
Z Wang, Q Liu, H Chen, X Chu - International Journal of Production …, 2021 - Taylor & Francis
Machine learning methods are widely used for rolling bearing fault diagnosis. Most of them
are based on a basic assumption that training and testing data are adequate and follow the …
are based on a basic assumption that training and testing data are adequate and follow the …
A network-based assessment approach for change impacts on complex product
H Cheng, X Chu - Journal of Intelligent Manufacturing, 2012 - Springer
The complex product design is a continuously changing process from customer requirements
to a maturity design. During this process a change of one part will, in most cases, causes …
to a maturity design. During this process a change of one part will, in most cases, causes …
A new integrated design concept evaluation approach based on vague sets
X Geng, X Chu, Z Zhang - Expert Systems with Applications, 2010 - Elsevier
Design concept evaluation which is in the end of conceptual design is one of the most
critical decision points in product development. It relates to the final success of product …
critical decision points in product development. It relates to the final success of product …
Identification of the to-be-improved product features based on online reviews for product redesign
L Zhang, X Chu, D Xue - International Journal of Production …, 2019 - Taylor & Francis
Acquisition of customer needs usually serves as the basis for the identification of to-be-improved
features for the product redesign process. However, the customer's true needs tend to …
features for the product redesign process. However, the customer's true needs tend to …
Fuzzy group decision-making for multi-format and multi-granularity linguistic judgments in quality function deployment
Z Zhang, X Chu - Expert Systems with Applications, 2009 - Elsevier
As a customer-driven tool, quality function deployment (QFD) is widely used in product planning
or improvement to achieve higher product performance and customer satisfaction. QFD …
or improvement to achieve higher product performance and customer satisfaction. QFD …
An integrated module partition approach for complex products and systems based on weighted complex networks
Y Li, X Chu, D Chu, Q Liu - International Journal of Production …, 2014 - Taylor & Francis
The modularisation strategy can dramatically shorten the lead time and reduce the cost of
complex products and systems (CoPS) development. Module partition is the basis of the …
complex products and systems (CoPS) development. Module partition is the basis of the …