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    1

    Application of Deep Learning Model on Surface Defect Detection
    • Department of Industrial Management /111/ Master
    • Author: Sheng-Tsung Yang Advisor:
    • The detection of product surface defects has always been a hot research field. The so-called produc…
    • Clicks: 1209Downloads: 0
    • Full text public date 2026/07/10 (Intranet public)
    • Full text public date 2026/07/10 (Internet public)
    • Full text public date 2026/07/10 (National library)

    2

    Different methods of the anomaly detection of ball bearings on remaining useful lifetime prediction
    • Department of Industrial Management /106/ Master
    • Author: Xi-Wen Yang Advisor:
    • The more ambiguous issues in recent years have talked about industrial 4.0 smart factories and big …
    • Clicks: 1026Downloads: 24

    3

    Implementing support vector regression to predict the remaining useful lifetime of mechanical components with health indicator
    • Department of Industrial Management /106/ Master
    • Author: Kai-Chieh Yang Advisor:
    • With the gradually increasing sophistication of technology in the era of Industry 4.0, there are st…
    • Clicks: 1182Downloads: 11

    4

    Applying SVR to predict degradation data in predictive maintenance
    • Department of Industrial Management /105/ Master
    • Author: Chun-Yen Wu Advisor:
    • The production equipment is becoming more sophisticated and expensive as the progress of science an…
    • Clicks: 1001Downloads: 4

    5

    A comparison study of different methods to estimate the Weibull parameters with interval censored data
    • Department of Industrial Management /104/ Master
    • Author: Mu-Cheng Lin Advisor:
    • In survival analysis, the inspection costs should be concerned and the interval censored data are o…
    • Clicks: 1190Downloads: 0
    • Full text public date 2021/07/26 (Intranet public)
    • Full text public date This full text is not authorized to be published. (Internet public)
    • Full text public date This full text is not authorized to be published. (National library)

    6

    A comparison study of different models for the interval censored data using Maximum Likelihood Estimation method
    • Department of Industrial Management /104/ Master
    • Author: Hsiang-Lung Yao Advisor:
    • Predicting failure rate from the field return data is an important task for manufacturers. In this …
    • Clicks: 952Downloads: 0
    • Full text public date 2019/07/25 (Intranet public)
    • Full text public date This full text is not authorized to be published. (Internet public)
    • Full text public date This full text is not authorized to be published. (National library)

    7

    Applying S_pkA for Sampling Plan for Linear Profiles with Two-Sided Specifications
    • Department of Industrial Management /103/ Master
    • Author: Yen-Chih Chen Advisor:
    • Acceptance sampling plan plays an important role in quality control, when the quality of a process …
    • Clicks: 947Downloads: 2

    8

    A New Decision Model for Controlling Trim Loss and Inventory in the Paper Industry
    • Graduate Institute of Management /102/ Doctor
    • Author: Feng-Tai Liu Advisor:
    • In the paper industry, numerous studies have explored optimizing order allocation and cutting trim …
    • Clicks: 1136Downloads: 4

    9

    Online remaining useful life prediction for lithium-ion batteries based on support vector regression and recurrent neural networks.
    • Department of Industrial Management /109/ Master
    • Author: Cheng Tseng Advisor:
    • Abstract An accurate prediction of the remaining useful lifetime (RUL) in a battery management syst…
    • Clicks: 1146Downloads: 12

    10

    Sampling Plans for Normal and Non-normal Data in the Food Industry
    • Department of Industrial Management /107/ Doctor
    • Author: Shalemu Sharew Hailemariam Advisor:
    • Acceptance sampling has been one of the widely used statistical quality control techniques enabling…
    • Clicks: 873Downloads: 9