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國立臺北科技大學 學術資源網

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林郁修助理教授Yu-Hsiu Lin

現職:
臺北科大/自動化科技研究所

期刊論文

  • "Novel Cell Screening and Prognosing Based on Neurocomputing-Based Multiday-Ahead Time-Series Forecasting for Predictive Maintenance of Battery Modules in Frequency Regulation-Energy Storage Systems", Appl. Energy, 351, 121867, 2023/12, SCI
  • "A Novel Three-Stage Battery Cell Anomaly Detection Approach for a Frequency Regulation-Energy Storage System in Edge-Cloud Computing", IEEE Trans. Energy Convers., Early Access, 2023/09, SCI
  • "A Smart Home Energy Management System Utilizing Neurocomputing-Based Time-Series Load Modeling and Forecasting Facilitated by Energy Decomposition for Smart Home Automation", IEEE Access, 10, 116747-116765, 2022/11, SCI
  • "Distributed Real-Time Object Detection Based on Edge-Cloud Collaboration for Smart Video Surveillance Applications", IEEE Access, 10, 93745-93759, 2022/08, SCI
  • "An Advanced Smart Home Energy Management System Considering Identification of ADLs Based on Non-Intrusive Load Monitoring", Electrical Engineering, 104, 3391-3409, 2022/04, SCI
  • "Multi-Population Evolutionary Computing Based Multi-Agent Smart Distribution System Service Restoration", Electrical Engineering, 104, 3295-3311, 2022/04, SCI
  • "A new photographic reproduction method based on feature fusion and virtual combined histogram equalization", Sensors, 21, 18, 6038, 2021/09, SCI
  • "Partitional clustering-hybridized neuro-fuzzy classification evolved through parallel evolutionary computing and applied to energy decomposition for demand-side management in a smart home", Processes, 9, 9, 1539, 2021/08, SCI
  • "Security for eHealth system: data hiding in AMBTC compressed images via gradient-based coding", Complex & Intelligent Systems, 10.1007/s40747-021-0, 2021/05, SCI
  • "Development of a smart home energy management system using two-stage non-intrusive appliance load monitoring over fog-cloud analytics based on Tridium’s Niagara framework for residential demand-side management", Sensors, 21, 8, 2883, 2021/04, SCI
  • "Reversible self-verifying and self-recovering technique for color image demosaicking", Multimedia Tools and Applications, 80, 16, 24949–24968, 2021/04, SCI

研討會論文

  • "A Smart Home Energy Management System Based on a Radial Basis Function Network-Based Non-Intrusive Load Monitoring", The International Automatic Control Conference (CACS 2023), Penghu, 2023/10/26
  • "Smarter Meter Based on Raspberry Pi for Residential Energy Disaggregation", The International Automatic Control Conference (CACS 2023), Penghu, 2023/10/26
  • "A Study on Load Decomposition via a Decision Tree for Residential Load Management", iFUZZY 2022, Kaohsiung, 2022/11/03
  • "A Study on Load Decomposition Based on Multi-Layer Perceptron for Residential Load Management", iFUZZY 2022, Kaohsiung, 2022/11/03
  • "A Smart Home Energy Management System Based on Naïve Bayes Classification-Based Energy Decomposition", CACS2022 International Automatic Control Conference, Kaohsiung, 2022/11/03
  • "Research on Load Decomposition Based on Multi-Label Classification by AdaBoost for Residential Demand-Side Management", 2022 International Symposium on Novel and Sustainable Technology (2022 ISNST), Tainan, 2022/10/27
  • "Research on Load Decomposition Based on Multi-Label Classification by a Nearest Centroid Classifier for Residential Demand-Side Management", 2022 International Symposium on Novel and Sustainable Technology (2022 ISNST), Tainan, 2022/10/27
  • "Research on Load Decomposition Based on Genetic Programming for Residential Demand-Side Management", 2022 International Symposium on Novel and Sustainable Technology (2022 ISNST), Tainan, 2022/10/27
  • "Load Disaggregation Based on Multi-Label Classification by C-Support Vector Classification for Residential Demand-Side Management", 2021 International Symposium on Novel and Sustainable Technology (2021 ISNST), Tainan, 2021/11/18
  • "Load Disaggregation Based on Multi-Label Classification by a Naive Bayes Classifier versus an Ensemble for Residential Demand-Side Management: A Comparative Study", 2021 International Symposium on Novel and Sustainable Technology (2021 ISNST), Tainan, 2021/11/18
  • "A Smart Home Energy Management System Facilitated with Energy Disaggregation Based on Single Layer Perceptron", The 2021 International Automatic Control Conference (CACS 2021), Chiayi, 2021/11/03
  • "Development of Gallium-Nitride (GaN) Power Transistor Based Quasi-Resonant Flyback Converter for Smart Home Energy Management System", The 2021 International Automatic Control Conference (CACS 2021), Chiayi, 2021/11/03
  • "Design of an Integrated Circuit with Transformer Sharing Wiring Structure for Domestic Plasma Sterilization System", The 9th International conference on Advanced Robotics and Intelligent Systems (ARIS 2021), Online, Virtual, 2021/08/18
  • "A Smart Home Energy Management System Based on k-Nearest Neighbor Classification-Based Load Disaggregation", The 9th International conference on Advanced Robotics and Intelligent Systems (ARIS 2021), Online, Virtual, 2021/08/18
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