• 2202 Citations
  • 27 h-Index
1983 …2019
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Research Output 1983 2019

2019

A Gradual Refreshing Scheme for Improving Tool Utilization

Yang, H. C., Tsai, T. H., Tieng, H. & Cheng, F. T., 2019 Apr 1, In : IEEE Robotics and Automation Letters. 4, 2, p. 515-522 8 p., 8605344.

Research output: Contribution to journalArticle

Machining
Availability
Modeling
Model
Coating

An Intelligent Metrology Architecture with AVM for Metal Additive Manufacturing

Yang, H. C., Adnan, M., Huang, C. H., Cheng, F-T., Lo, Y-L. & Hsu, C. H., 2019 Jul 1, In : IEEE Robotics and Automation Letters. 4, 3, p. 2886-2893 8 p., 8733865.

Research output: Contribution to journalArticle

3D printers
Metrology
Manufacturing
Metals
Module

A Novel Efficient Big Data Processing Scheme for Feature Extraction in Electrical Discharge Machining

Chen, C. C., Hung, M. H., Suryajaya, B., Lin, Y. C., Yang, H. C., Huang, H. C. & Cheng, F. T., 2019 Apr 1, In : IEEE Robotics and Automation Letters. 4, 2, p. 910-917 8 p., 8605347.

Research output: Contribution to journalArticle

Electric discharge machining
Machining
Feature Extraction
Feature extraction
Electric sparks

Automatic Virtual Metrology for Carbon Fiber Manufacturing

Hsieh, Y. M., Lin, C. Y., Yang, Y. R., Hung, M. H. & Cheng, F. T., 2019 Jul, In : IEEE Robotics and Automation Letters. 4, 3, p. 2730-2737 8 p., 8716511.

Research output: Contribution to journalArticle

Carbon Fiber
Metrology
Carbon fibers
Manufacturing
Inspection

Time Series Prediction Algorithm for Intelligent Predictive Maintenance

Lin, C. Y., Hsieh, Y. M., Cheng, F. T., Huang, H. C. & Adnan, M., 2019 Jul, In : IEEE Robotics and Automation Letters. 4, 3, p. 2807-2814 8 p., 8721101.

Research output: Contribution to journalArticle

Time Series Prediction
Time series
Maintenance
Target
Exponential Model
2018
2 Citations (Scopus)

A Cloud-based Pluggable Manufacturing Service Scheme for Smart Factory

Liu, Y. Y., Hung, M. H., Lin, Y. C., Chen, C. C., Gao, W. L. & Cheng, F. T., 2018 Dec 4, 2018 IEEE 14th International Conference on Automation Science and Engineering, CASE 2018. IEEE Computer Society, p. 1040-1045 6 p. 8560401. (IEEE International Conference on Automation Science and Engineering; vol. 2018-August).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Industrial plants
Pulse amplitude modulation
Plasma enhanced chemical vapor deposition
Cloud computing
Graphical user interfaces
1 Citation (Scopus)

A Novel Automated Construction Scheme for Efficiently Developing Cloud Manufacturing Services

Chen, C. C., Hung, M. H., Li, P. Y., Lin, Y. C., Liu, Y. Y. & Cheng, F. T., 2018 Jul 1, In : IEEE Robotics and Automation Letters. 3, 3, p. 1378-1385 8 p.

Research output: Contribution to journalArticle

Manufacturing
Manufacturing Industries
Metrology
System Architecture
Work Flow
1 Citation (Scopus)

Automatic Virtual Metrology and Deformation Fusion Scheme for Engine-Case Manufacturing

Tieng, H., Tsai, T. H., Chen, C. F., Yang, H. C., Huang, J. W. & Cheng, F. T., 2018 Apr 1, In : IEEE Robotics and Automation Letters. 3, 2, p. 934-941 8 p., 8255616.

Research output: Contribution to journalArticle

Metrology
Fusion
Engine
Fusion reactions
Manufacturing

Interaction-Effect Search Algorithm for the KSA Scheme

Lin, C. Y., Hsieh, Y. M., Cheng, F. T., Yang, Y. R. & Adnan, M., 2018 Oct, In : IEEE Robotics and Automation Letters. 3, 4, p. 2778-2785 8 p.

Research output: Contribution to journalArticle

Interaction Effects
Search Algorithm
Roots
Industry
Profitability
2017
2 Citations (Scopus)
Wear of materials
Neural networks
Industrial plants
Logistics
Machining
5 Citations (Scopus)

A scheme of high-dimensional key-variable search algorithms for yield improvement

Cheng, F. T., Hsieh, Y. S., Zheng, J. W., Chen, S. M., Xiao, R. X. & Lin, C. Y., 2017 Jan 1, In : IEEE Robotics and Automation Letters. 2, 1, p. 179-186 8 p., 7498656.

Research output: Contribution to journalArticle

Search Algorithm
High-dimensional
Roots
Thin-film Transistor
Liquid Crystal Display
4 Citations (Scopus)

Automatic Virtual Metrology and Target Value Adjustment for Mass Customization

Tieng, H., Chen, C. F., Cheng, F. T. & Yang, H. C., 2017 Apr 1, In : IEEE Robotics and Automation Letters. 2, 2, p. 546-553 8 p., 7801027.

Research output: Contribution to journalArticle

Mass Customization
Metrology
Wheels
Adjustment
Wheel
1 Citation (Scopus)

Blind-Stage Search Algorithm for the Key-Variable Search Scheme

Cheng, F. T., Lin, C. Y., Chen, C. F., Xiao, R. X., Zheng, J. W. & Hsieh, Y. S., 2017 Oct 1, In : IEEE Robotics and Automation Letters. 2, 4, p. 1840-1847 8 p., 7934071.

Research output: Contribution to journalArticle

Search Algorithm
Roots
Enhancement
Profitability
Defect density
9 Citations (Scopus)
Industrial plants
Industry
Health
Resource allocation
Productivity
27 Citations (Scopus)

Development of Advanced Manufacturing Cloud of Things (AMCoT)-A Smart Manufacturing Platform

Lin, Y. C., Hung, M. H., Huang, H. C., Chen, C. C., Yang, H. C., Hsieh, Y. S. & Cheng, F. T., 2017 Jul 1, In : IEEE Robotics and Automation Letters. 2, 3, p. 1809-1816 8 p., 7932169.

Research output: Contribution to journalArticle

Thing
Manufacturing
Internet of Things
Semiconductor Manufacturing
Manufacturing Industries
5 Citations (Scopus)

Development of a novel cloud-based multi-tenant model creation service for automatic virtual metrology

Hung, M. H., Li, Y. Y., Lin, Y. C., Wei, C. F., Yang, H. C. & Cheng, F. T., 2017 Apr 1, In : Robotics and Computer-Integrated Manufacturing. 44, p. 174-189 16 p.

Research output: Contribution to journalArticle

Multi-model
Metrology
Industrial plants
Model
Cloud computing
2016
3 Citations (Scopus)

A hybrid tool life prediction scheme in cloud architecture

Yang, H. C., Li, Y. Y., Wu, M. N. & Cheng, F. T., 2016 Nov 14, 2016 IEEE International Conference on Automation Science and Engineering, CASE 2016. IEEE Computer Society, p. 1160-1165 6 p. 7743536. (IEEE International Conference on Automation Science and Engineering; vol. 2016-November).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Wear of materials
Industrial plants
Neural networks
9 Citations (Scopus)

A novel cloud manufacturing framework with auto-scaling capability for the machining industry

Chen, C. C., Lin, Y. C., Hung, M. H., Lin, C. Y., Tsai, Y. J. & Cheng, F. T., 2016 Jul 2, In : International Journal of Computer Integrated Manufacturing. 29, 7, p. 786-804 19 p.

Research output: Contribution to journalArticle

Machining
Machine tools
Industry
Ontology
Cutting tools
1 Citation (Scopus)

Automated sampling decision scheme for the AVM system

Cheng, F. T., Hsieh, Y. S., Chen, C. F. & Lyu, J. R., 2016 Nov 1, In : International Journal of Production Research. 54, 21, p. 6351-6366 16 p.

Research output: Contribution to journalArticle

Sampling
Industrial plants
4 Citations (Scopus)

Automatic virtual metrology for wheel machining automation

Yang, H. C., Tieng, H. & Cheng, F. T., 2016 Nov 1, In : International Journal of Production Research. 54, 21, p. 6367-6377 11 p.

Research output: Contribution to journalArticle

Wheels
Machining
Automation
Inspection
Machine tools

Industry 4.1 for Wheel Machining Automation

Cheng, F-T., Tieng, H., Yang, H. C., Hung, M. H., Lin, Y. C., Wei, C. F. & Shieh, Z. Y., 2016 Jan 1, In : IEEE Robotics and Automation Letters. 1, 1, p. 332-339 8 p., 7378846.

Research output: Contribution to journalArticle

Machining
Wheel
Automation
Wheels
Industry

Industry 4.1 for Wheel Machining Automation

Cheng, F. T., Tieng, H., Yang, H. C., Hung, M. H., Lin, Y. C., Wei, C. F. & Shieh, Z. Y., 2016 Jan 1, In : IEEE Robotics and Automation Letters. 1, 1, p. 332-339 8 p., 7378846.

Research output: Contribution to journalArticle

Wheels
Machining
Automation
Industry
Defects
16 Citations (Scopus)

Industry 4.1 for Wheel Machining Automation

Cheng, F. T., Tieng, H., Yang, H. C., Hung, M. H., Lin, Y. C., Wei, C. F. & Shieh, Z. Y., 2016 Jan 1, In : IEEE Robotics and Automation Letters. 1, 1, p. 332-339 8 p., 7378846.

Research output: Contribution to journalArticle

Machining
Wheel
Automation
Wheels
Industry
9 Citations (Scopus)
Machine tools
Inspection
Machining
Feature extraction
Cleaning
2015

CASE 2014 [Society News]

Luo, R. C. & Cheng, F-T., 2015 Jan 1, In : IEEE Robotics and Automation Magazine. 22, 1, p. 130-131 2 p., 7059272.

Research output: Contribution to journalArticle

Automation
Robotics
Industry

Development of a novel cloud-based multi-tenant model creation scheme for machine tools

Lin, Y. C., Hung, M. H., Wei, C. F. & Cheng, F. T., 2015 Oct 7, 2015 IEEE Conference on Automation Science and Engineering: Automation for a Sustainable Future, CASE 2015. IEEE Computer Society, p. 1448-1449 2 p. 7294302. (IEEE International Conference on Automation Science and Engineering; vol. 2015-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Machine tools
Costs
11 Citations (Scopus)

Development of cloud-based automatic virtual metrology system for semiconductor industry

Huang, H. C., Lin, Y. C., Hung, M. H., Tu, C. C. & Cheng, F. T., 2015 Jan 1, In : Robotics and Computer-Integrated Manufacturing. 34, p. 30-43 14 p.

Research output: Contribution to journalArticle

Metrology
Semiconductors
Industry
Semiconductor materials
Servers
1 Citation (Scopus)

Dynamic ISD scheme for the AVM system - A preliminary study

Hsieh, Y. S., Cheng, F. T., Chen, C. F., Lyu, J. R. & Lin, T. Y., 2015 Jun 29, In : Proceedings - IEEE International Conference on Robotics and Automation. 2015-June, June, p. 2060-2065 6 p., 7139469.

Research output: Contribution to journalConference article

Sampling
Industrial plants
Costs

Extracting relevant features for diagnosing machine tool faults in cloud architecture

Li, Y. Y., Yang, H. C., Tieng, H. & Cheng, F. T., 2015 Oct 7, 2015 IEEE Conference on Automation Science and Engineering: Automation for a Sustainable Future, CASE 2015. IEEE Computer Society, p. 1434-1439 6 p. 7294299. (IEEE International Conference on Automation Science and Engineering; vol. 2015-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Machine tools
Process monitoring
Sorting
Genetic algorithms
5 Citations (Scopus)

Intelligent sampling decision scheme based on the AVM system

Cheng, F. T., Chen, C. F., Hsieh, Y. S., Huang, H. H. & Wu, C. C., 2015 Apr 3, In : International Journal of Production Research. 53, 7, p. 2073-2088 16 p.

Research output: Contribution to journalArticle

Sampling
Inspection
Monitoring
Costs

Method for predicting machining quality of machine tool

Cheng, F-T., 2015 May 27, Patent No. ZL 2013 1 0593639

Research output: Patent

Total precision inspection of machine tools with virtual metrology

Tieng, H., Yang, H. C. & Cheng, F. T., 2015 Oct 7, 2015 IEEE Conference on Automation Science and Engineering: Automation for a Sustainable Future, CASE 2015. IEEE Computer Society, p. 1446-1447 2 p. 7294301. (IEEE International Conference on Automation Science and Engineering; vol. 2015-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Machine tools
Machining
Inspection
Sensors
Signal to noise ratio
16 Citations (Scopus)

Tutorial on applying the VM technology for TFT-LCD manufacturing

Cheng, F-T., Kao, C. A., Chen, C. F. & Tsai, W. H., 2015 Feb 1, In : IEEE Transactions on Semiconductor Manufacturing. 28, 1, p. 55-69 15 p., 6983605.

Research output: Contribution to journalArticle

Thin film transistors
Liquid crystal displays
metrology
transistors
manufacturing
2014
6 Citations (Scopus)
Liquid crystal displays
Industrial plants
Color
2 Citations (Scopus)

A multi-objective optimization approach for selecting key features of machining processes

Tieng, H., Yang, H. C., Hung, M. H. & Cheng, F. T., 2014 Jan 1, In : IEEE International Conference on Automation Science and Engineering. 2014-January, p. 899-904 6 p., 6899432.

Research output: Contribution to journalConference article

Multiobjective optimization
Machining
Sorting
Genetic algorithms
Wheels

Development of a private cloud-based new-generation virtual metrology system

Hung, M. H., Lin, Y. C., Huang, H. C., Tu, C. C. & Cheng, F. T., 2014 Jan 1, In : IEEE International Conference on Automation Science and Engineering. 2014-January, p. 910-915 6 p., 6899434.

Research output: Contribution to journalConference article

Cloud computing
Fault tolerance
Servers
Automation
Availability
4 Citations (Scopus)

Development of Auto-scaling Cloud Manufacturing Framework for machine tool industry

Chen, C. C., Lin, Y. C., Hung, M. H., Lin, C. Y., Tsai, Y. J., Chen, M. S. & Cheng, F. T., 2014 Jan 1, In : IEEE International Conference on Automation Science and Engineering. 2014-January, p. 893-898 6 p., 6899431.

Research output: Contribution to journalConference article

Machine tools
Ontology
Industry
Cutting tools
Bulletin boards

METHOD FOR PREDICTING MACHINING QUALITY OF MACHINE TOOL

Cheng, F-T., 2014 May 8, Patent No. 9508042

Research output: Patent

Machine tools
Machining
1 Citation (Scopus)

Preliminary study of an intelligent sampling decision scheme for the AVM system

Chen, C. F., Cheng, F. T., Wu, C. C. & Huang, H. H., 2014 Sep 22, In : Proceedings - IEEE International Conference on Robotics and Automation. p. 3496-3501 6 p., 6907363.

Research output: Contribution to journalConference article

Sampling
Monitoring
Industrial plants
Inspection
Costs

標的裝置的基底預測保養方法與其電腦程式產品

Cheng, F-T. & Wang, C-R., 2014 Feb 12, Patent No. ZL 2013 1 0181746.2

Research output: Patent

2013
12 Citations (Scopus)

A novel virtual metrology scheme for predicting machining precision of machine tools

Tieng, H., Yang, H. C., Hung, M. H. & Cheng, F. T., 2013 Nov 14, 2013 IEEE International Conference on Robotics and Automation, ICRA 2013. p. 264-269 6 p. 6630586. (Proceedings - IEEE International Conference on Robotics and Automation).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Machine tools
Machining
Machining centers
Feature extraction
Inspection
7 Citations (Scopus)

Applying the Automatic Virtual Metrology system to obtain tube-to-tube control in a PECVD tool

Cheng, F-T. & Chiu, Y. C., 2013 Jun 1, In : IIE Transactions (Institute of Industrial Engineers). 45, 6, p. 670-681 12 p.

Research output: Contribution to journalArticle

Plasma enhanced chemical vapor deposition
Solar cells
Inspection
Sampling
Feedback
1 Citation (Scopus)

Automatic baseline-sample-selection scheme for baseline predictive maintenance

Chen, C. F., Hsieh, Y. S., Cheng, F. T., Huang, H. C. & Wang, S. C., 2013 Dec 1, 2013 IEEE International Conference on Automation Science and Engineering, CASE 2013. p. 183-188 6 p. 6653934. (IEEE International Conference on Automation Science and Engineering).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Failure analysis
Health
10 Citations (Scopus)

Development of an advanced manufacturing cloud for machine tool industry based on AVM technology

Hung, M. H., Lin, Y. C., Huang, H. C., Hsieh, M. H., Yang, H. C. & Cheng, F. T., 2013 Dec 1, 2013 IEEE International Conference on Automation Science and Engineering, CASE 2013. p. 189-194 6 p. 6654048. (IEEE International Conference on Automation Science and Engineering).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Machine tools
Industry
Industrial plants
Prediction Model
Screening
Grouping
Clustering

Preliminary study of advanced fault detection scheme

Shih, Y. H., Huang, Y. T. & Cheng, F-T., 2013 Nov 14, 2013 IEEE International Conference on Robotics and Automation, ICRA 2013. p. 3561-3566 6 p. 6631076. (Proceedings - IEEE International Conference on Robotics and Automation).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Fault detection
Failure modes
Sampling
Support vector machines
Managers
19 Citations (Scopus)

Run-to-run control utilizing virtual metrology with reliance index

Kao, C. A., Cheng, F. T., Wu, W. M., Kong, F. W. & Huang, H. H., 2013 Feb 11, In : IEEE Transactions on Semiconductor Manufacturing. 26, 1, p. 69-81 13 p., 6357325.

Research output: Contribution to journalArticle

metrology
Feedback
Gages
maintenance
Process control
12 Citations (Scopus)

VM-based baseline predictive maintenance scheme

Hsieh, Y. S., Cheng, F. T., Huang, H. C., Wang, C. R., Wang, S. C. & Yang, H. C., 2013 Feb 11, In : IEEE Transactions on Semiconductor Manufacturing. 26, 1, p. 132-144 13 p., 6304937.

Research output: Contribution to journalArticle

maintenance
Failure analysis
prognosis
Degradation
metrology