製造資訊與系統研究所

研究成果 1983 2019

篩選
Article
2019

A Gradual Refreshing Scheme for Improving Tool Utilization

Yang, H. C., Tsai, T. H., Tieng, H. & Cheng, F-T., 2019 四月 1, 於 : IEEE Robotics and Automation Letters. 4, 2, p. 515-522 8 p., 8605344.

研究成果: Article

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 七月 1, 於 : IEEE Robotics and Automation Letters. 4, 3, p. 2886-2893 8 p., 8733865.

研究成果: Article

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 四月 1, 於 : IEEE Robotics and Automation Letters. 4, 2, p. 910-917 8 p., 8605347.

研究成果: Article

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 七月, 於 : IEEE Robotics and Automation Letters. 4, 3, p. 2730-2737 8 p., 8716511.

研究成果: Article

Carbon Fiber
Metrology
Carbon fibers
Manufacturing
Inspection
2 引文 (Scopus)

Data science for vibration heteroscedasticity and predictive maintenance of rotary bearings

Lee, C-Y., Huang, T. S., Liu, M. K. & Lan, C. Y., 2019 二月 28, 於 : Energies. 12, 5, 801.

研究成果: Article

開啟存取
Bearings (structural)
Heteroscedasticity
Maintenance
Vibration
Electric Motors
2 引文 (Scopus)
Variable Selection
Metrology
Liquid crystal displays
Process Control
Process control
1 引文 (Scopus)
data envelopment analysis
Data envelopment analysis
Coal
coal
market

Deep-learning-based defective bean inspection with GAN-structured automated labeled data augmentation in coffee industry

Chou, Y. C., Kuo, C. J., Chen, T. T., Horng, G. J., Pai, M. Y., Wu, M. E., Lin, Y. C., Hung, M. H., Su, W. T., Chen, Y. C., Wang, D. C. & Chen, C. C., 2019 十月 1, 於 : Applied Sciences (Switzerland). 9, 19, 4166.

研究成果: Article

開啟存取
coffee
Coffee
learning
inspection
Inspection
Value engineering
Social Media
Business Model
Segmentation
Customers
1 引文 (Scopus)

Fraud detection for financial statements of business groups

Chen, Y. J., Liou, W. C., Chen, Y-M. & Wu, J. H., 2019 三月 1, 於 : International Journal of Accounting Information Systems. 32, p. 1-23 23 p.

研究成果: Article

Industry
Fraud detection
Financial statements
Business groups
Information systems

Mobile robot wall-following control using a behavior-based fuzzy controller in unknown environments

Lin, T. C., Lin, H. Y., Lin, C. J. & Chen, C. C., 2019 十月, 於 : Iranian Journal of Fuzzy Systems. 16, 5, p. 113-124 12 p.

研究成果: Article

Fuzzy Controller
Mobile Robot
Mobile robots
Unknown
Controllers
4 引文 (Scopus)
Cost Estimation
Pollutants
Nash Equilibrium
Shadow Price
Air
Decision making
Marketing
Industry
Customer satisfaction
Statistical methods
Productivity
Industry
Costs
Light emitting diodes
Productivity analysis

Time Series Prediction Algorithm for Intelligent Predictive Maintenance

Lin, C. Y., Hsieh, Y. M., Cheng, F. T., Huang, H. C. & Adnan, M., 2019 七月, 於 : IEEE Robotics and Automation Letters. 4, 3, p. 2807-2814 8 p., 8721101.

研究成果: Article

Time Series Prediction
Time series
Maintenance
Target
Exponential Model
2018
2 引文 (Scopus)
trajectory planning
Motion planning
Anchors
sensors
Sensor nodes
1 引文 (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 七月 1, 於 : IEEE Robotics and Automation Letters. 3, 3, p. 1378-1385 8 p.

研究成果: Article

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

A novel technical analysis-based method for stock market forecasting

Chen, Y. J., Chen, Y-M., Tsao, S. T. & Hsieh, S. F., 2018 二月 1, 於 : Soft Computing. 22, 4, p. 1295-1312 18 p.

研究成果: Article

Technical Analysis
Stock Market
Forecasting
Stock Prices
Financial markets
1 引文 (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 四月 1, 於 : IEEE Robotics and Automation Letters. 3, 2, p. 934-941 8 p., 8255616.

研究成果: Article

Metrology
Fusion
Engine
Fusion reactions
Manufacturing
Sensor nodes
Sensor networks
Distance measurement
Sensors
simulation
1 引文 (Scopus)

Developing an ornamental fish warehousing system based on big video data

Chen, C. L., Chang, C. C., Chen, C-C., Chang, T. S., Zeng, X. H., Liu, J. W., Wang, Z. W. & Lu, W. C., 2018 一月 1, 於 : International Journal of Automation and Smart Technology. 8, 2, p. 79-83 5 p.

研究成果: Article

Fish
Aquaculture
Mobile cloud computing
Textures
Competitive intelligence
1 引文 (Scopus)

Facial emotion recognition with transition detection for students with high-functioning autism in adaptive e-learning

Chu, H. C., Tsai, W. W. J., Liao, M. J. & Chen, Y-M., 2018 五月 1, 於 : Soft Computing. 22, 9, p. 2973-2999 27 p.

研究成果: Article

Emotion Recognition
Electronic Learning
Students
Classifiers
Support vector machines

Interaction-Effect Search Algorithm for the KSA Scheme

Lin, C. Y., Hsieh, Y. M., Cheng, F. T., Yang, Y. R. & Adnan, M., 2018 十月, 於 : IEEE Robotics and Automation Letters. 3, 4, p. 2778-2785 8 p.

研究成果: Article

Interaction Effects
Search Algorithm
Roots
Industry
Profitability
1 引文 (Scopus)

LASSO variable selection in data envelopment analysis with small datasets

Lee, C-Y. & Cai, J. Y., 2018 一月 1, (Accepted/In press) 於 : Omega (United Kingdom).

研究成果: Article

Data envelopment analysis
Variable selection
Shrinkage
Operator
Technical efficiency
Ingots
Scheduling
Semiconductor materials
Crystals
Industry

Low-complexity encoding scheme for multiview video content

Lin, C. L. & Tsai, P-H., 2018 十月 1, 於 : Microsystem Technologies. 24, 10, p. 4057-4066 10 p.

研究成果: Article

coding
Motion estimation
Sports
Image coding
Computational complexity
1 引文 (Scopus)
Supply chains
Printing
Profitability
Industry
Obsolescence
1 引文 (Scopus)

Map-Reduce-Style Job Offloading Using Historical Manufacturing Behavior for Edge Devices in Smart Factory

Chen, C-C., Su, W. T., Hung, M. H. & Lin, Z. H., 2018 十月 1, 於 : IEEE Robotics and Automation Letters. 3, 4, p. 2918-2925 8 p.

研究成果: Article

MapReduce
Industrial plants
Manufacturing
Job Shop Scheduling
Processing
5 引文 (Scopus)
Mixed Strategy
Data envelopment analysis
Data Envelopment Analysis
Nash Equilibrium
Environmental regulations
9 引文 (Scopus)

Mutually-exclusive-and-collectively-exhaustive feature selection scheme

Lee, C-Y. & Chen, B. S., 2018 七月 1, 於 : Applied Soft Computing Journal. 68, p. 961-971 11 p.

研究成果: Article

Feature extraction
Bioinformatics
Pattern recognition
Data mining
Learning systems
2 引文 (Scopus)
Mobile robots
Navigation
Controllers
Managers
Robots
6 引文 (Scopus)
Performance management
Industry
Electricity generation
Business performance
Electricity
2 引文 (Scopus)

TFT-LCD module cell layout design using simulation and fuzzy multiple attribute group decision-making approach

Liu, Y. S., Tang, L. N., Ma, Y. Z. & Yang, T-H., 2018 七月 1, 於 : Applied Soft Computing Journal. 68, p. 873-888 16 p.

研究成果: Article

Thin film transistors
Liquid crystal displays
Decision making
Cellular manufacturing
Discrete event simulation
1 引文 (Scopus)
robots
Mobile robots
controllers
group dynamics
intervals
3 引文 (Scopus)
Reinforcement learning
Mobile robots
Navigation
Switches
Robots
2017
1 引文 (Scopus)

A computer-based approach for analyzing consumer demands in electronic word-of-mouth

Lin, C. Y., Liaw, S. Y., Chen, C. C., Pai, M. Y. & Chen, Y. M., 2017 八月 1, 於 : Electronic Markets. 27, 3, p. 225-242 18 p.

研究成果: Article

Industry
Information technology
Marketing
Personnel
Consumer demand
2 引文 (Scopus)
Wear of materials
Neural networks
Industrial plants
Logistics
Machining
12 引文 (Scopus)

A Machine Vision Based Automatic Optical Inspection System for Measuring Drilling Quality of Printed Circuit Boards

Wang, W. C., Chen, S-L., Chen, L. B. & Chang, W. J., 2017 一月 1, 於 : IEEE Access. 5, p. 10817-10833 17 p., 7752853.

研究成果: Article

Printed circuit boards
Computer vision
Drilling
Inspection
Display devices

An efficient and effective approach for mining a group stock portfolio using mapreduce

Chen, C. H., Chen, C-C. & Nojima, Y., 2017 一月 1, 於 : Intelligent Data Analysis. 21, S1, p. S217-S232

研究成果: Article

MapReduce
Mining
Chromosomes
Chromosome
Genetic algorithms
1 引文 (Scopus)
Machine tools
Taguchi methods
Machining
Geometry
Processing
5 引文 (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 一月 1, 於 : IEEE Robotics and Automation Letters. 2, 1, p. 179-186 8 p., 7498656.

研究成果: Article

Search Algorithm
High-dimensional
Roots
Thin-film Transistor
Liquid Crystal Display
2 引文 (Scopus)

A two-dimensional knowledge authorization evaluation method enabling inter-enterprise knowledge sharing

Chen, T. Y., Chen, Y-M., Chen, P. Y. & Lin, C. J., 2017 六月 1, 於 : Computers and Industrial Engineering. 108, p. 124-135 12 p.

研究成果: Article

Industry
4 引文 (Scopus)

Automatic Virtual Metrology and Target Value Adjustment for Mass Customization

Tieng, H., Chen, C. F., Cheng, F-T. & Yang, H. C., 2017 四月 1, 於 : IEEE Robotics and Automation Letters. 2, 2, p. 546-553 8 p., 7801027.

研究成果: Article

Mass Customization
Metrology
Wheels
Adjustment
Wheel
1 引文 (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 十月 1, 於 : IEEE Robotics and Automation Letters. 2, 4, p. 1840-1847 8 p., 7934071.

研究成果: Article

Search Algorithm
Roots
Enhancement
Profitability
Defect density
27 引文 (Scopus)

CLB: A novel load balancing architecture and algorithm for cloud services

Chen, S-L., Chen, Y. Y. & Kuo, S. H., 2017 二月 1, 於 : Computers and Electrical Engineering. 58, p. 154-160 7 p.

研究成果: Article

Resource allocation
Servers
Response time (computer systems)
Processing
Logistics

Context-aware task assignment for MapReduce in heterogeneous clouds

Su, W. T., Pan, W. F. & Chen, C-C., 2017 一月 1, 於 : Sensors and Materials. 29, 11, p. 1497-1512 16 p.

研究成果: Article

resources
Parallel processing systems
Sensors
programming
optimization
2 引文 (Scopus)

Data Mining for Delamination Diagnosis in the Semiconductor Assembly Process

Hung, S. Y., Lin, Y. L. & Lee, C-Y., 2017 一月 1, 於 : Procedia Manufacturing. 11, p. 1976-1983 8 p.

研究成果: Article

Delamination
Data mining
Semiconductor materials
Defects
4 引文 (Scopus)

Data Mining for Yield Improvement of Photo Spacer Process in Color Filter Manufacturing

Tsai, T. L. & Lee, C-Y., 2017 一月 1, 於 : Procedia Manufacturing. 11, p. 1958-1965 8 p.

研究成果: Article

Data mining
Color
Process monitoring
Liquid crystal displays
Design of experiments
6 引文 (Scopus)
Industrial plants
Industry
Health
Resource allocation
Productivity
26 引文 (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 七月 1, 於 : IEEE Robotics and Automation Letters. 2, 3, p. 1809-1816 8 p., 7932169.

研究成果: Article

Thing
Manufacturing
Internet of Things
Semiconductor Manufacturing
Manufacturing Industries