Huang, D.-H.(黃鼎翔), Huang, C.-H., & Lin, Y.-K.* (2025.11). Deep learning-driven reliability modeling for preventive maintenance in a multi-state hybrid flow shop. Advanced Engineering Informatics, (68), 103707.
期刊論文
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Huang, D.-H.(黃鼎翔), Chang, P. C., Huang, C. F.* (2025.09). Comprehensive Analysis of Network Reliability Prediction for Multistate Networks with Machine Learning Approaches. Proceedings of the Institution of Mechanical Engineers Part O-Journal of Risk and Reliability, Early Access, 1748006X251369081.
Ping-Chen Chang, Lance Fiondella, Ding-Hsiang Huang(黃鼎翔) (2025.08). Assessment of reliability and maintenance models with time parameters in stochastic flow networks. Engineering Optimization, Early Access, 1-20.
Ding-Hsiang Huang (黃鼎翔) (2025.05). Performance estimation of a supply chain transportation with transport damage and carbon emissions. Annals of Operations Research, Early Access, 1-17.
(黃鼎翔)* (2025.01). Evaluation and Management of Sustainable Supply Chain Systems with Carbon Emissions and Transport Damage Based on Multi-state System Reliability Assessment. Reliability Engineering & System Safety, (257), 110821.
Ding-Hsiang Huang(黃鼎翔)* (2024.12). Network Reliability of a Stochastic Flow Network by Wrapping Linear Programming Models into a Monte-Carlo Simulation. Reliability Engineering & System Safety, (252), 110427.
Ding-Hsiang Huang(黃鼎翔), Cheng-Fu Huang, Yi-Kuei Lin* (2024.09). A reliability prediction model for a multistate cloud/edge-based network based on a deep neural network. Annals of Operations Research, (340), 271-287.
Ding-Hsiang Huang(黃鼎翔)* (2024.09). An algorithm to generate all d-lower boundary points for a stochastic flow network using dynamic flow constraints. Reliability Engineering & System Safety, (249), 110217.
Ping-Chen Chang,Ding-Hsiang Huang(黃鼎翔),Cheng-Fu Huang* (2024.07). Simulation-based system reliability estimation of a multi-state flow network for all possible demand levels. Annals of Operations Research, (340), 117-132.
Ding-Hsiang Huang(黃鼎翔),Ping-Chen Chang* (2024.06). System Reliability of a Modern Distributed Network with Node Failure and Budget Consideration Using Analytical Algorithm and Deep Learning Model. International Journal of Reliability Quality and Safety Engineering, 31(05), 2450018.
Ping-Chen Chang, Cheng-Fu Huang, Ding-Hsiang Huang(黃鼎翔)* (2024.01). MC-reduction simulation approach with heuristic rules for reliability estimation in a multi-state flow network. Simulation Modelling Practice and Theory, 130, 102865.
Ding-Hsiang Huang(黃鼎翔)* (2023.12). A network reliability algorithm for a stochastic flow network with non-conservation flow. Reliability Engineering & System Safety, 240, 109584.
Ding-Hsiang Huang(黃鼎翔)* (2023.07). Reliability Evaluation for Multistate Network with Cloud and Fog Computing by Considering all Transmission Mechanisms. Annals of Operations Research, Early Access, 1-20.
Ding-Hsiang Huang(黃鼎翔)* (2023.05). Generalized Model to Generate d-MP for a Multi-state Flow Network. Computers & Industrial Engineering, 179, 109205.
Cheng-Hao Huang, Ding-Hsiang Huang(黃鼎翔), Yi-Kuei Lin* (2023.05). Network reliability prediction for random capacitated-flow networks via an artificial neural network. Reliability Engineering & System Safety, 237, 109378.
Cheng-Fu Huang, Ding-Hsiang Huang(黃鼎翔), Yi-Kuei Lin* (2022.09). Network reliability evaluation of manufacturing systems by using a deep learning approach. Annals of Operations Research, Early Access, 1-18.
Ding-Hsiang Huang(黃鼎翔), Ping-Chen Chang, Yi-Kuei Lin* (2022.05). A multi-state network to evaluate network reliability with maximal and minimal capacity vectors by using recursive sum of disjoint products. Expert Systems with Applications, (193), 116421.
Cheng-Fu Huang, Ding-Hsiang Huang (黃鼎翔), Yi-Kuei Lin* (2022.03). Network reliability evaluation for multi-state computing networks considering demand as the non-integer type. Reliability Engineering & System Safety, (219), 108226.
Ping-Chen Chang, Ding-Hsiang Huang(黃鼎翔), Yi-Kuei Lin*, Thi-PhuongNguyen (2021.12). Reliability and maintenance models for a time-related multi-state flow network via d-MC approach. Reliability Engineering & System Safety, 216, 107962.
Cheng-Hao Huang, Ding-Hsiang Huang(黃鼎翔), Yi-Kuei Lin* (2021.10). A novel approach to predict network reliability for multistate networks by a deep neural network. Quality Technology and Quantitative Management, 19(3), 362-378.
Cheng-Fu Huang, Ding-Hsiang Huang(黃鼎翔), Yi-Kuei Lin* (2021.06). Reliability Evaluation of a Cloud–Fog Computing Network Considering Transmission Mechanisms. IEEE Transactions on Reliability, Early Access, 1-13.
Ping-Chen Chang, Ding-Hsiang Huang(黃鼎翔), Lance Fiondella, Yi-Kuei Lin*, Kuei-Kuei Lai (2021.06). Method for integrating classical and network reliability: A time varying network reliability evaluation. Quality and Reliability Engineering International, Early Access, 1-15.
Cheng-Fu Huang, Ding-Hsiang Huang(黃鼎翔), Yi-Kuei Lin* (2020.12). System reliability analysis for a cloud-based network under edge server capacity and budget constraints. Annals of Operations Research, 312, 217-234.
Cheng-Fu Huang, Ding-Hsiang Huang(黃鼎翔), Yi-KueiLin* (2020.09). Network Reliability Evaluation for a Distributed Network with Edge Computing. Computers & Industrial Engineering, 147, 106492.
Ding-Hsiang Huang(黃鼎翔), Cheng-Fu Huang, Yi-KueiLi (2020.05). A novel minimal cut-based algorithm to find all minimal capacity vectors for multi-state flow networks. European Journal of Operational Research, 282(3), 1107-1114.
Yi-Kuei Lin, Ding-Hsiang Huang(黃鼎翔)* (2020.05). Reliability analysis for a hybrid flow shop with due date consideration. Reliability Engineering & System Safety, 199, 105905.
Ding-Hsiang Huang(黃鼎翔), Cheng-Fu Huang, Yi-Kuei Lin* (2020.03). Exact project reliability for a multi-state project network subject to time and budget constraint. Reliability Engineering & System Safety, 195, 106744.
Ding-Hsiang Huang(黃鼎翔), Cheng-Fu Huang, Yi-Kuei Lin (2019.12). Reliability Evaluation for a Stochastic Flow Network Based on Upper and Lower Boundary Vectors. Mathematics, 7(11), 1115.
Ding-Hsiang Huang(黃鼎翔), Cheng-Fu Huang, Yi-Kuei Lin* (2019.07). A Binding Algorithm of Lower Boundary Points Generation for Network Reliability Evaluation. EEE Transactions on Reliability, 69(3), 1087-1096.
Yi-Kuei Lin*, Ding-Hsiang Huang(黃鼎翔), Jsen-Shung Lin (2016.10). Reliability evaluation of a multistate flexible flow shop with stochastic capacity for multiple types of jobs. Journal of Manufacturing Systems, 41, 287-298.
Yi-Kuei Lin*, Ding-Hsiang Huang(黃鼎翔), Cheng-Fu Huang (2016.08). Estimated network reliability evaluation for a stochastic flexible flow shop network with different types of jobs. Computers & Industrial Engineering, 98, 401-412.
Yi-Kuei Lin*, Ding-Hsiang Huang(黃鼎翔), Louis Cheng-Lu Yeng (2016.06). Reliability Evaluation of a Hybrid Flow-Shop With Stochastic Capacity Within a Time Constraint. IEEE Transactions on Reliability, 65(2), 867-877.
Cheng-Hsiang Liu*, Ding-Hsiang Huang(黃鼎翔) (2013.08). Reduction of power consumption and carbon footprints by applying multi-objective optimisation via genetic algorithms. International Journal of Production Research, 52, 337-352.
研討會論文
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陳婷*、黃鼎翔、黃誠甫（2025.11）。結合遺傳演算法與大型語言模型用於最佳化問題之混合框架。論文發表於63rd Annual Meeting of the Chinese Institute of Industrial Engineers，Kaohsiung, Taiwan：63rd Annual Meeting of the Chinese Institute of Industrial Engineers。
Chieh-Ting Ho*, Ding-Hsiang Huang(黃鼎翔), Cheng-Fu Huang（2025.11）。Quantifying Network Reliability under Cost Uncertainty: A Fuzzy-Stochastic Framework。論文發表於2025 International Conference and Annual Meeting of the Operations Research Society of Taiwan，Taichung, Taiwan：2025 International Conference and Annual Meeting of the Operations Research Society of Taiwan。
4. Wen-Hui Kuo, Ding-Hsiang Huang(黃鼎翔), Ping-Chen Chang* (2025.11). Simulation-based reliability and conditional evaluation of subprojects under time and budget constraints. Paper presented at 25th Asia Pacific Industrial Engineering and Management Systems, Hangzhou, China: 25th Asia Pacific Industrial Engineering and Management Systems.
涂云禎、黃鼎翔、黃誠甫（2025.11）。結合最大流量演算法與蒙地卡羅模擬進行網路可靠度預測。論文發表於63rd Annual Meeting of the Chinese Institute of Industrial Engineers，Kaohsiung, Taiwan：63rd Annual Meeting of the Chinese Institute of Industrial Engineers。
Ding-Hsiang Huang(黃鼎翔)*, Cheng-Fu Huang (2025.08). Modeling Quickest Path Reliability in Networks with Random Transmission Time. Paper presented at 30th ISSAT International Conference of Reliability and Quality in Design, Hawaii, USA: 30th ISSAT International Conference of Reliability and Quality in Design.
Wei-Chieh Lin, Ding-Hsiang Huang(黃鼎翔)*, Kuo-Ping Lin(林國平), Cheng-Fu Huang (2025.04). Assessment of Network Reliability with Fuzzified Cost Attributes. Paper presented at 2025 IEEE the 12th International Conference on Industrial Engineering and Applications (ICIEA 2025), Seoul, Korea: IEEE Industrial Electronics Society.
王筠姍、黃鼎翔、張秉宸（2024.11）。以蒙地卡羅模擬法評估多階狀態流量網路保養週期。論文發表於The 62h Annual Meeting of Chinese Institute of Industrial Engineers (CIIE62)，Tapei, Taiwan：Chinese Institute of Industrial Engineers。
Wei-Chieh Lin*, Ding-Hsiang Huang(黃鼎翔) (2024.11). Network Reliability Estimation in Multi-state Networks Using Linear Programming and Monte Carlo Simulations. Paper presented at Proceedings of the 24 Asia Pacific Industrial Engineering and Management Systems, Chiang Mai, Thailand: Asia Pacific Industrial Engineering and Management Systems.
林國平、林庭瑜、黃鼎翔、張錦華、林煒傑、蔡子易（2024.11）。多目標基因演算法及非凌越排序基因演算法求解混合型工廠排程結果比較-以飲料製造廠為例。論文發表於The 2024 International Conference and Annual Meeting of the Operations Research Society of Taiwan，Tainan, Taiwan：The Operations Research Society of Taiwa。
Meng Hsun Lee*, Ding-Hsiang Huang(黃鼎翔), Hung-Wen Tsai, Chin-Yin Huang(黃欽印) (2024.09). A Preliminary Exploration of Predicting Length of Stay at a Certain Medical Center Using Machine Learning Methods. Paper presented at Proceedings of ISQua’s 40th International Conference, Istanbul, Turkey: International Society for Quality in Health Care.
Cheng-Hao Huang*, Ding-Hsiang Huang(黃鼎翔), Yi-Kuei Lin (2024.08). System Reliability Prediction Via Long Short-Term Memory for Manufacturing System. Paper presented at Proceedings of the 29th ISSAT International Conference of Reliability and Quality in Design, Miami, USA: International Society of Science and Applied Technologies.
Thi-Phuong Nguyen, Cheng-Fu Huang, Ding-Hsiang Huang(黃鼎翔)* (2024.08). A Fast Algorithm for a Quickest Path Flow System Reliability Problem Using a Monte Carlo Method. Paper presented at Proceedings of the 11th Asia-Pacific International Symposium on Advanced Reliability and Maintenance Modeling, Nagoya, Japan: Asia-Pacific International Symposium on Advanced Reliability and Maintenance Modeling.
Anggi Andriyadi*, Chandra Wijaya, Sh-Yan Chen, Ding-Hsiang Huang(黃鼎翔), Chao Tung Yang(楊朝棟) (2024.07). Edge AI Robot Technology Application with YOLOv8, MQTT and MQ-5 Sensors for Realtime Fire and Smoke Detection. Paper presented at Proceedings of the 14th International Conference on Frontier Computing, Singapore: the institution of engineering and technology.
林國平、黃鼎翔、梁育豪、盧泇伶*（2023.12）。考量限制整備時間與多目標零工式生產排程之研究-以不銹鋼廠為例。論文發表於Proceedings of The 2023 International Conference and Annual Meeting of the Operations Research Society of Taiwan and The 21st Conference on Sustainable Operation and Development，Taichung,Taiwan：Operations Research Society of Taiwan。
Chung-Jing Yu, Cheng-Fu Huang, Ding-Hsiang Huang(黃鼎翔)* (2023.12). A Simulation Approach to Estimate Network Reliability of Multi-state Flow Network under Quickest Paths. Paper presented at Proceedings of the 60th Annual Meeting of Chinese Institute of Industrial Engineers (CIIE60), Taichung,Taiwan: Chinese Institute of Industrial Engineers.
Ding-Hsiang Huang(黃鼎翔), Cheng-Fu Huang*, Yi-Kuei Lin (2023.08). Network reliability for stochastic-flow computing network with overall edges transmission mechanisms. Paper presented at The 28th ISSAT International Conference of Reliability and Quality in Design, San Francisco, USA: International Society of Science and Applied Technologies.
Ding-Hsiang Huang(黃鼎翔)*, Ping-Chen Chang (2023.08). Creation of a Deep Learning-Based Model to Predict Reliability of a Distributed Network owning Stochastic Capabilities. Paper presented at The 28th ISSAT International Conference of Reliability and Quality in Design, San Francisco, USA: International Society of Science and Applied Technologies.
Ding-Hsiang Huang(黃鼎翔)*, Cheng-Fu Huang, Ping-Chen Chang (2022.12). Reliability of Multistate Cloud Network by Transmission Mechanisms Setting. Paper presented at 2022 Annual Meeting of the Operations Research Society of Taiwan, Hsinchu, Taiwan: The Operations Research Society of Taiwan.
Kai-Li Hsu, Cheng-Hao Huang, Ding-Hsiang Huang(黃鼎翔), Yi-Kuei Lin* (2022.11). System reliability Evaluation for a Rescue Operation During a Natural Disaster with Multi-state Travel time. Paper presented at 2022 Chinese Institute of Industrial Engineers Annual Conference, Kinmen, Taiwan: Chinese Institute of Industrial Engineers.
(黃鼎翔)* (2022.10). A mathematical model for generation of all minimal capacity vectors in a multi-capacity flow network. Paper presented at The 10th Asia-Pacific International Symposium on Advanced Reliability and Maintenance Modeling, Hsinchu, Taiwan: Asia-Pacific International Symposium on Advanced Reliability and Maintenance Modeling.
Chin-Lung Huang, Cheng-Fu Huang*, Ding-Hsiang Huang (黃鼎翔), and Ping-Chen Chang, Yi-Kuei Lin (2022.08). Flow Generation for Stochastic-flow Networks with Demands as Real Number. Paper presented at The 27th ISSAT International Conference of Reliability and Quality in Design, Miami, Florida, U.S.A.: International Society of Science and Applied Technologies.
Chen-Yi Cheng*, Ping-Chen Chang, Ding-Hsiang Huang(黃鼎翔), Yi-Kuei Lin (2021.5 ). Time-dependent reliability for a stochastic flow network in terms of minimal cuts. Paper presented at The 26th ISSAT International Conference of Reliability and Quality in Design, Miami, Florida, U.S.A.: International Society of Science and Applied Technologies.
Ding-Hsiang Huang(黃鼎翔)*, Cheng-Fu Huang, Yi-Kuei Lin, Cheng-Hao Huang (2021.12). Network Reliability Evaluation for Stochastic-flow Computing Networks Considering Non-integer Demands. Paper presented at 2021 International Conference of Annual Meeting of the Operations Research Society of Taiwan & 19th Conference on Sustainable Operation and Development, Taichung, Taiwan: Operations Research Society of Taiwan.
Ya-Ting Liao*, Cheng-Fu Huang, Ding-Hsiang Huang(黃鼎翔), Yi-Kuei Lin (2021.05). Reliability for the edge-cloud computing network. Paper presented at The 26th ISSAT International Conference of Reliability and Quality in Design, Miami, Florida, U.S.A.: International Society of Science and Applied Technologies.
Yi-Fan Chen*, Ding-Hsiang Huang(黃鼎翔), Cheng-Fu Huang, Yi-Kuei Lin (2020.12). Reliability Evaluation for a Cloud Computer Network with Fog Computing. Paper presented at The 20th IEEE International Conference on Software Quality, Reliability, and Security, Macau, China: IEEE Reliability Society.
Ding-Hsiang Huang(黃鼎翔), Cheng-Fu Huang, Yi-Kuei Lin* (2020.11). Reliability Analysis of Computer Networks with Edge and Cloud Computing via Different Flow Assignment Mechanism. Paper presented at 2020 Annual Meeting of the Operations Research Society of Taiwan, Hsinchu, Taiwan: Operations Research Society of Taiwan.
Ding-Hsiang Huang(黃鼎翔)*, Cheng-Fu Huang, Yi-Kuei Lin (2020.11). Time-related Network Reliability Evaluation. Paper presented at 2020 Chinese Institute of Industrial Engineers Annual Conference, Yunlin, Taiwan: Chinese Institute of Industrial Engineers.
Yi-Hao Chiu, Cheng-Fu Huang*, Yi-Kuei Lin, Ding-Hsiang Huang(黃鼎翔) (2020.08). Reliability Analysis for Multi-state Projects by Decomposition Subsets. Paper presented at 9th Asia-Pacific International Symposium on Advanced Reliability and Maintenance Modeling, Vancouver, Canada: Asia-Pacific International Symposium on Advanced Reliability and Maintenance Modeling.
Cheng-Fu Huang*, Ding-Hsiang Huang(黃鼎翔), Yi-Kuei Lin (2019.6 ). d-MPs Algorithm with Group Searching in Multi-state Flow Networks. Paper presented at 11th International Conference on Mathematical Methods in Reliability, Hong Kong: Grenoble Institute of Technology.
Ding-Hsiang Huang(黃鼎翔)*, Cheng-Fu Huang, Yi-Kuei Lin (2019.5 ). Project reliability evaluation for project management subject to uncertain durations and cost attributes. Paper presented at 2019 International Conference in Management Sciences and Decision Making, New Taipei, Taiwan: Tamkang University.
Yi-Kuei Lin*, Ding-Hsiang Huang(黃鼎翔), Cheng-Fu Huang (2019.12). Novel Algorithm to Generate Lower Boundary Vectors for Reliability Calculation in Stochastic Flow Networks. Paper presented at The 20 Asia Pacific Industrial Engineering and Management Systems, Kanazawa, Japan: Asia Pacific Industrial Engineering And Management Systems Society.
Ding-Hsiang Huang(黃鼎翔), Cheng-Fu Huang, Yi-Kuei Lin* (2019.11). Reliability Evaluation for a Computer Network with Fog Computing. Paper presented at 2019 Annual Meeting of the Operations Research Society of Taiwan, Taoyuan, Taiwan: Operations Research Society of Taiwan.
Ding-Hsiang Huang(黃鼎翔), Cheng-Fu Huang, Yi-Kuei Lin* (2019.11). Reliability Evaluation in Terms of Multiple Upper and Lower Boundary Points. Paper presented at 2019 Annual Meeting of the Operations Research Society of Taiwan, Taoyuan, Taiwan: Operations Research Society of Taiwan.
Ding-Hsiang Huang(黃鼎翔), Cheng-Fu Huang*, Yi-Kuei Lin (2019.10). Performance Evaluation for a Cloud Computing Network with Edge Computing. Paper presented at The 17th ANQ Congress, Bangkok, Thailand: Asian Network for Quality.
Ding-Hsiang Huang(黃鼎翔), Cheng-Fu Huang*, Yi-Kuei Lin (2019.08). A Novel Algorithm with Heuristic Rules to Lower Boundary Points Generation for Network Reliability Evaluation. Paper presented at 25th ISSAT International Conference on Reliability and Quality in Design, Las Vegas, Nevada, U.S.A.: International Society of Science and Applied Technologies.
Ping-Chen Chang*, Yi-Kuei Lin, Ding-Hsiang Huang(黃鼎翔) (2019.08). Reliability for a Stochastic Flow Computer Network subject to Time Constraint and Correlated Failures. Paper presented at 25th ISSAT International Conference on Reliability and Quality in Design, Las Vegas, Nevada, U.S.A.: International Society of Science and Applied Technologies.
Ding-Hsiang Huang(黃鼎翔), Yi-Kuei Lin* (2015.06). Demand Satisfaction of a Hybrid Flow-Shop with Completion Time Consideration. Paper presented at Ninth International Conference on Mathematical Methods in Reliability, Tokyo, Japan: Grenoble Institute of Technology.
Ping-Chen Chang*, Yi-Kuei Lin, Ding-Hsiang Huang(黃鼎翔) (2014.8 ). System Reliability Evaluation for a Multi-state Manufacturing Network Considering Finite Buffer Capacity. Paper presented at 20th ISSAT International Conference on Reliability and Quality in Design, Seattle, Washington, U.S.A.: International Society of Science and Applied Technologies.
Ding-Hsiang Huang(黃鼎翔), Ping-Chen Chang*, Yi-Kuei Lin (2014.12). Yi-Kuei Lin, Reliability evaluation for a hybrid flow shop under time consideration. Paper presented at 2014 Chinese Institute of Industrial Engineers Annual Conference, Taiepi, Taiwan: Chinese Institute of Industrial Engineers.