楊 宏澤

研究成果

每年研究成果 1989 1995 1996 1997 1999 2001 2002 2008 2014 2015 2018 2022

• 83 Article
• 57 Conference contribution
• 17 Paper
• 5 Conference article
• 7 更多
  • 3 Patent
  • 2 Book
  • 2 Review article

每年研究成果

每年研究成果

搜尋結果

• 2022

  Blockchain-Based Intelligent Charging Station Management System Platform

  Lin, Y. J., Chen, Y. C., Zheng, J. Y., Shao, D. W., Chu, D. & Yang, H. T., 2022, 於: IEEE Access. 10, p. 101936-101956 21 p.

  研究成果: Article › 同行評審

  開啟存取

  • Blockchain 100%
  • Electric vehicles 77%
  • Energy 40%
  • Energy management systems 33%
  • Time 23%
  3 引文 斯高帕斯（Scopus）

• Blockchain Power Trading and Energy Management Platform

  Lin, Y. J., Chen, Y. C., Zheng, J. Y., Chu, D., Shao, D. W. & Yang, H. T., 2022, 於: IEEE Access. 10, p. 75932-75948 17 p.

  研究成果: Article › 同行評審

  開啟存取

  • Blockchain 100%
  • Energy management 87%
  • Microgrids 86%
  • Green 58%
  • Energy management systems 49%
  7 引文 斯高帕斯（Scopus）

• Data-driven online interactive bidding strategy for demand response

  Lee, K. C., Yang, H. T. & Tang, W., 2022 8月 1, 於: Applied Energy. 319, 119082.

  研究成果: Article › 同行評審

  • demand 100%
  • Smart meters 63%
  • Gradient methods 61%
  • Purchasing 58%
  • learning 53%
  2 引文 斯高帕斯（Scopus）

• Machine learning approach to uncovering residential energy consumption patterns based on socioeconomic and smart meter data

  Tang, W., Wang, H., Lee, X. L. & Yang, H. T., 2022 2月 1, 於: Energy. 240, 122500.

  研究成果: Article › 同行評審

  • Energy Consumption 100%
  • residential energy 97%
  • consumption pattern 82%
  • Smart meters 80%
  • Machine Learning 71%
  24 引文 斯高帕斯（Scopus）

• Short-Term PV Power Forecasting Using a Regression-Based Ensemble Method

  Lateko, A. A. H., Yang, H. T. & Huang, C. M., 2022 6月 1, 於: Energies. 15, 11, 4171.

  研究成果: Article › 同行評審

  開啟存取

  • Ensemble Methods 100%
  • Forecasting 68%
  • Random Forest 58%
  • Regression 45%
  • Random forests 42%
  11 引文 斯高帕斯（Scopus）
• 2021

  Decentralized v2g/g2v scheduling of ev charging stations by considering the conversion efficiency of bidirectional chargers

  Liao, J. T., Huang, H. W., Yang, H. T. & Li, D., 2021 2月 2, 於: Energies. 14, 4, 962.

  研究成果: Article › 同行評審

  開啟存取

  • Conversion efficiency 51%
  • Scheduling 50%
  • Electric vehicles 44%
  • Energy Storage 35%
  • Energy storage 18%
  17 引文 斯高帕斯（Scopus）

• Stacking ensemble method with the RNN meta-learner for short-term PV power forecasting

  Lateko, A. A. H., Yang, H. T., Huang, C. M., Aprillia, H., Hsu, C. Y., Zhong, J. L. & Phương, N. H., 2021 8月 2, 於: Energies. 14, 16, 4733.

  研究成果: Article › 同行評審

  開啟存取

  • Ensemble Methods 100%
  • Stacking 82%
  • Recurrent Neural Networks 76%
  • Forecasting 68%
  • Recurrent neural networks 62%
  13 引文 斯高帕斯（Scopus）

• Statistical Load Forecasting Using Optimal Quantile Regression Random Forest and Risk Assessment Index

  Aprillia, H., Yang, H. T. & Huang, C. M., 2021 3月, 於: IEEE Transactions on Smart Grid. 12, 2, p. 1467-1480 14 p., 48.

  研究成果: Article › 同行評審

  • Random forests 100%
  • Risk assessment 92%
  • Uncertainty 14%
  • Probability density function 11%
  • Smart power grids 11%
  39 引文 斯高帕斯（Scopus）
• 2020

  An energy management strategy with renewable energy and energy storage system for a large electric vehicle charging station

  Li, D., Zouma, A., Liao, J. T. & Yang, H. T., 2020 11月, 於: eTransportation. 6, 100076.

  研究成果: Article › 同行評審

  • Energy Storage 100%
  • electric vehicle 98%
  • Energy Management 84%
  • Electric Vehicle 84%
  • renewable energy 73%
  59 引文 斯高帕斯（Scopus）

• Short-term photovoltaic power forecasting using a convolutional neural network-salp swarm algorithm

  Aprillia, H., Yang, H. T. & Huang, C. M., 2020 4月 1, 於: Energies. 13, 8, 1879.

  研究成果: Article › 同行評審

  開啟存取

  • Swarm 100%
  • Forecasting 80%
  • Neural Networks 65%
  • Convolutional neural networks 63%
  • Renewable Energy 15%
  39 引文 斯高帕斯（Scopus）
• 2019

  Optimal decomposition and reconstruction of discrete wavelet transformation for short-term load forecasting

  Aprillia, H., Yang, H. T. & Huang, C. M., 2019 12月 7, 於: Energies. 12, 24, 4654.

  研究成果: Article › 同行評審

  開啟存取

  • Decomposition 45%
  • Decompose 40%
  • Prediction 33%
  • Load Forecasting 21%
  • Energy Management 19%
  15 引文 斯高帕斯（Scopus）

• Optimal Operation and Bidding Strategy of a Virtual Power Plant Integrated with Energy Storage Systems and Elasticity Demand Response

  Tang, W. & Yang, H. T., 2019, 於: IEEE Access. 7, p. 79798-79809 12 p., 8736232.

  研究成果: Article › 同行評審

  開啟存取

  • Elasticity 100%
  • Energy storage 94%
  • Energy Storage 92%
  • Power plants 88%
  • Renewable energy resources 86%
  86 引文 斯高帕斯（Scopus）
• 2018

  BESS-Sizing Optimization for Solar PV System Integration in Distribution Grid

  Liao, J. T., Chuang, Y. S., Yang, H. T. & Tsai, M. S., 2018, 於: IFAC-PapersOnLine. 51, 28, p. 85-90 6 p.

  研究成果: Article › 同行評審

  • Energy storage 100%
  • Scheduling 46%
  • Electrons 22%
  • Profitability 20%
  • Renewable energy resources 18%
  26 引文 斯高帕斯（Scopus）

• DataMining and neural networks based self-adaptive protection strategies for distribution systems with DGs and FCLs

  Tang, W. J. & Yang, H. T., 2018 2月, 於: Energies. 11, 2, 426.

  研究成果: Article › 同行評審

  開啟存取

  • Distributed Generation 100%
  • Distribution System 74%
  • Fault current limiters 71%
  • Limiter 66%
  • Fault 58%
  18 引文 斯高帕斯（Scopus）

• Data Mining and Neural Networks Based Self-Adaptive Protection Strategies for Distribution Systems with DGs and FCLs

  Tang, W-J. & Yang, H-T., 2018 2月 13, 於: Energies. 11, 2, p. 426 13 p.

  研究成果: Article › 同行評審

• Placement of Fault Current Limiters in a Power System Through a Two-Stage Optimization Approach

  Yang, H., Tang, W. & Lubicki, P. R., 2018 1月 1, 於: IEEE Transactions on Power Systems. 33, 1, p. 131-140 10 p.

  研究成果: Article › 同行評審
• 2016

  Hierarchical reactive power regulation strategies for high-penetration photovoltaic distribution systems

  Yang, H. T. & Liao, J. T., 2016 3月 10, 於: International Journal of Energy Research. 40, 3, p. 332-342 11 p.

  研究成果: Article › 同行評審

  • Level control 100%
  • Reactive power 82%
  • Compensation and Redress 33%
  • Electric potential 22%
  • Controllers 11%

• New power factor correction application for a small wind power system

  Chiang, J. H., Liu, B-D., Chen, S. M. & Yang, H-T., 2016 5月 1, 於: IEICE Transactions on Electronics. E99C, 5, p. 581-589 9 p.

  研究成果: Article › 同行評審

  • Wind power 100%
  • Voltage 83%
  • Digital to analog conversion 40%
  • Integrated circuits 35%
  • Computer hardware 22%
• 2015

  Implementation of Bridgeless Cuk Power Factor Corrector With Positive Output Voltage

  Yang, H. T., Chiang, H. W. & Chen, C. Y., 2015 7月 1, 於: IEEE Transactions on Industry Applications. 51, 4, p. 3325-3333 9 p., 07066927.

  研究成果: Article › 同行評審

  • Electric potential 100%
  • Networks (circuits) 64%
  • DC-DC converters 38%
  • Diodes 35%
  • Switches 27%
  58 引文 斯高帕斯（Scopus）

• MF-APSO-Based Multiobjective Optimization for PV System Reactive Power Regulation

  Yang, H. T. & Liao, J. T., 2015 10月, 於: IEEE Transactions on Sustainable Energy. 6, 4, p. 1346-1355 10 p., 7124516.

  研究成果: Article › 同行評審

  • Multiobjective optimization 100%
  • Reactive power 99%
  • Particle swarm optimization (PSO) 88%
  • Voltage control 24%
  31 引文 斯高帕斯（Scopus）
• 2014

  A differential evolution based MPPT method for photovoltaic modules under partial shading conditions

  Tey, K. S., Mekhilef, S., Yang, H. T. & Chuang, M. K., 2014, 於: International Journal of Photoenergy. 2014, 945906.

  研究成果: Article › 同行評審

  開啟存取

  • Mutation 100%
  • modules 97%
  • mutations 39%
  • Simulation 37%
  • direct current 26%
  65 引文 斯高帕斯（Scopus）

• A weather-based hybrid method for 1-day ahead hourly forecasting of PV power output

  Yang, H. T., Huang, C. M., Huang, Y. C. & Pai, Y. S., 2014 7月, 於: IEEE Transactions on Sustainable Energy. 5, 3, p. 917-926 10 p., 6802349.

  研究成果: Article › 同行評審

  • Support vector regression 100%
  • Energy management systems 49%
  • Self organizing maps 47%
  • Vector quantization 47%
  • Real time control 46%
  375 引文 斯高帕斯（Scopus）

• Combined particle swarm optimization and heuristic fuzzy inference systems for a smart home one-step-ahead load forecasting

  Huang, C. M., Yang, S. P., Yang, H. T. & Huang, Y. C., 2014 1月 1, 於: Journal of the Chinese Institute of Engineers, Transactions of the Chinese Institute of Engineers,Series A. 37, 1, p. 44-53 10 p.

  研究成果: Article › 同行評審

  • Fuzzy inference 100%
  • Particle swarm optimization (PSO) 79%
  • Membership functions 16%
  • Smart power grids 15%
  • Electricity 11%
  5 引文 斯高帕斯（Scopus）
• 2013

  Zero-voltage-transition auxiliary circuit with dual resonant tank for DC-DC converters with synchronous rectification

  Yang, H. T., Liao, J. T. & Cheng, X. Y., 2013, 於: IET Power Electronics. 6, 6, p. 1157-1164 8 p.

  研究成果: Article › 同行評審

  • DC-DC converters 100%
  • Networks (circuits) 55%
  • Electric potential 52%
  • Topology 27%
  • Zero current switching 26%
  17 引文 斯高帕斯（Scopus）
• 2012

  Comparative study of evolutionary computation methods for activereactive power dispatch

  Huang, C. M., Chen, S. J., Huang, Y. C. & Yang, H. T., 2012 7月 1, 於: IET Generation, Transmission and Distribution. 6, 7, p. 636-645 10 p.

  研究成果: Article › 同行評審

  • Evolutionary algorithms 100%
  • Operating costs 54%
  • Power transmission 52%
  • Particle swarm optimization (PSO) 45%
  • Electric lines 45%
  31 引文 斯高帕斯（Scopus）

• Improved Taguchi method based contract capacity optimization for industrial consumer with self-owned generating units

  Yang, H. T. & Peng, P. C., 2012 1月, 於: Energy Conversion and Management. 53, 1, p. 282-290 9 p.

  研究成果: Article › 同行評審

  • Taguchi methods 100%
  • Particle swarm optimization (PSO) 35%
  • Optoelectronic devices 24%
  • Industrial plants 19%
  • Electricity 15%
  12 引文 斯高帕斯（Scopus）
• 2011

  Denoising techniques with a spatial noise-suppression method for wavelet-based power quality monitoring

  Liao, C. C., Yang, H. T. & Chang, H. H., 2011 6月, 於: IEEE Transactions on Instrumentation and Measurement. 60, 6, p. 1986-1996 11 p., 5730494.

  研究成果: Article › 同行評審

  • Power quality 100%
  • Wavelet transforms 94%
  • retarding 78%
  • wavelet analysis 71%
  • disturbances 70%
  49 引文 斯高帕斯（Scopus）
• 2010

  Contour optimization of suspension insulators using dynamically adjustable genetic algorithms

  Chen, W. S., Yang, H. T. & Huang, H. Y., 2010 7月, 於: IEEE Transactions on Power Delivery. 25, 3, p. 1220-1228 9 p., 5483147.

  研究成果: Article › 同行評審

  • Genetic algorithms 100%
  • Flashover 57%
  • Splines 46%
  • Pollution 43%
  • Electric fields 43%
  14 引文 斯高帕斯（Scopus）
• 2009

  An integrated passive islanding detection method for distributed generators

  Chang, W. Y. & Yang, H-T., 2009 11月, 於: WSEAS Transactions on Systems. 8, 11, p. 1207-1216 10 p.

  研究成果: Article › 同行評審

  • Electric potential 100%
  • Asynchronous generators 35%
  • Synchronous generators 35%
  • Experiments 11%
  6 引文 斯高帕斯（Scopus）

• Applying a non-intrusive energy-management system to economic dispatch for a cogeneration system and power utility

  Chang, H. H. & Yang, H-T., 2009 1月 1, 於: Applied Energy. 86, 11, p. 2335-2343 9 p.

  研究成果: Article › 同行評審

  • cogeneration 100%
  • energy management 99%
  • Energy management systems 88%
  • Energy management 58%
  • Economics 48%
  30 引文 斯高帕斯（Scopus）

• Effect of CuO additives on sintering and dielectric behaviors of CeO₂ ceramics

  Chen, W. S., Tseng, C. F., Lee, Y. M., Tung, H. H., Yang, H. T. & Hsu, C. H., 2009 3月 1, 於: Journal of Materials Processing Technology. 209, 5, p. 2277-2281 5 p.

  研究成果: Article › 同行評審

  • Sintering Behavior 100%
  • Cerium oxide 96%
  • Sintering 71%
  • Dielectric Material 66%
  • Ceramic 58%
  5 引文 斯高帕斯（Scopus）

• Recognizing noise-influenced power quality events with integrated feature extraction and neuro-fuzzy network

  Liao, C. C. & Yang, H. T., 2009, 於: IEEE Transactions on Power Delivery. 24, 4, p. 2132-2141 10 p.

  研究成果: Article › 同行評審

  • Power quality 100%
  • Wavelet transforms 94%
  • Feature extraction 79%
  • Fuzzy rules 27%
  • Data storage equipment 15%
  33 引文 斯高帕斯（Scopus）
• 2008

  An improved single-stage Flyback PFC converter for high-luminance lighting LED lamps

  Chiu, H. J., Huang, H. M., Yang, H-T. & Cheng, S. J., 2008 3月 1, 於: International Journal of Circuit Theory and Applications. 36, 2, p. 205-210 6 p.

  研究成果: Article › 同行評審

  • Luminance 100%
  • Electric lamps 71%
  • Prototype 70%
  • Light emitting diodes 63%
  • Lighting 51%
  56 引文 斯高帕斯（Scopus）

• Application of self organizing map approach to partial discharge pattern recognition of cast-resin current transformers

  Chang, W. Y. & Yang, H. T., 2008 3月, 於: WSEAS Transactions on Computer Research. 3, 3, p. 142-151 10 p.

  研究成果: Article › 同行評審

  • Electric instrument transformers 100%
  • Self organizing maps 92%
  • Partial discharges 91%
  • Resins 73%
  • Pattern recognition 72%
  9 引文 斯高帕斯（Scopus）

• Optimal design of support insulators using hashing integrated genetic algorithm and optimized charge simulation method

  Chen, W. S., Yang, H. T. & Huang, H. Y., 2008 4月, 於: IEEE Transactions on Dielectrics and Electrical Insulation. 15, 2, p. 426-433 8 p., 4483461.

  研究成果: Article › 同行評審

  • Adaptive algorithms 100%
  • Genetic algorithms 70%
  • Flashover 40%
  • Electric fields 30%
  16 引文 斯高帕斯（Scopus）

• Partial discharge pattern recognition of cast-resin current transformers using fuzzy C-means clustering approach

  Chang, W. Y. & Yang, H. T., 2008 3月, 於: WSEAS Transactions on Computer Research. 3, 3, p. 172-181 10 p.

  研究成果: Article › 同行評審

  • Electric instrument transformers 100%
  • Partial discharges 91%
  • Resins 73%
  • Pattern recognition 72%
  • Classifiers 12%
  1 引文 斯高帕斯（Scopus）
• 2005

  Genetic k-means-algorithm-based classification of direct load-control curves

  Yang, H. T., Chen, S. C. & Peng, P. C., 2005 7月 1, 於: IEE Proceedings: Generation, Transmission and Distribution. 152, 4, p. 489-495 7 p.

  研究成果: Article › 同行評審

  • Neural networks 100%
  • Air 90%
  • Industry 71%
  18 引文 斯高帕斯（Scopus）
• 2004

  Classification of direct load control curves for performance evaluation

  Yang, H. T., Chen, S. C. & Tsai, W. N., 2004 5月, 於: IEEE Transactions on Power Systems. 19, 2, p. 811-817 7 p.

  研究成果: Article › 同行評審

  • Self organizing maps 100%
  • Principal component analysis 56%
  • Multilayer neural networks 30%
  • Feature extraction 22%
  • Industry 12%
  13 引文 斯高帕斯（Scopus）

• Wheeling tariff computation under power industry liberalization

  Yang, H-T. & Chen, C. J., 2004, 於: Series on Energy and Power Systems. p. 274-279 6 p., 442-182.

  研究成果: Article › 同行評審

  • Computational methods 100%
  • Power markets 98%
  • Industry 82%
  • Costs 36%
• 2003

  Availability Transfer Capability of Transmission System for Deregulated Power Industry

  Yang, H-T., 2003, 於: lectricity Monthly, Vol. 13, No. 1, Jan. 2003, pp. 220-232..

  研究成果: Article › 同行評審
• 2002

  Abductive network model-based diagnosis system for power transformer incipient fault detection

  Huang, Y. C., Yang, H-T. & Huang, K. Y., 2002 5月 1, 於: IEE Proceedings: Generation, Transmission and Distribution. 149, 3, p. 326-330 5 p.

  研究成果: Article › 同行評審

  • Power transformers 100%
  • Fault detection 84%
  • Insulating oil 22%
  • Polynomials 13%
  • Neural networks 10%
  25 引文 斯高帕斯（Scopus）

• A Competitive Mechanism and its operation Simulation Designed for Deregulated Power Exchange Market of Taiwan

  Yang, H-T., 2002, 於: Monthly Journal of Taipower\'s Engineering, No. 646, June 2002, pp. 115-132..

  研究成果: Article › 同行評審

• Development of an Intelligent Non-intrusive Load Monitoring System

  Yang, H-T., 2002, 於: Chung-Yuan Journal, Vol. 30, No. 3, Sept., 2002, pp. 263-267.

  研究成果: Article › 同行評審

• Distribution system service restoration using fuzzy Petri Net models

  Yang, H. T. & Huang, C. M., 2002 6月, 於: International Journal of Electrical Power and Energy Systems. 24, 5, p. 395-403 9 p.

  研究成果: Article › 同行評審

  • Petri nets 100%
  • Restoration 99%
  • Combinatorial optimization 22%
  • Fuzzy systems 21%
  • Scheduling 13%
  24 引文 斯高帕斯（Scopus）

• Effective algorithm for handling constraints in generator maintenance scheduling

  Huang, K. Y. & Yang, H. T., 2002 5月 1, 於: IEE Proceedings: Generation, Transmission and Distribution. 149, 3, p. 274-282 9 p.

  研究成果: Article › 同行評審

  • Logic programming 100%
  • Scheduling 58%
  • Simulated annealing 21%
  • Relaxation 19%
  18 引文 斯高帕斯（Scopus）

• Effect of Salt and Fog Pollutions on Insulation Characteristics of Insulators

  Yang, H-T., 2002, 於: Chung Yuan Journal, Vol. 30, No. 1, pp. 119-125, March, 2002..

  研究成果: Article › 同行評審
• 2001

  A de-noising scheme for enhancing wavelet-based power quality monitoring system

  Yang, H. T. & Liao, C. C., 2001 7月, 於: IEEE Transactions on Power Delivery. 16, 3, p. 353-360 8 p.

  研究成果: Article › 同行評審

  • Power quality 100%
  • Wavelet transforms 94%
  • Monitoring 57%
  • Adenosinetriphosphate 33%
  187 引文 斯高帕斯（Scopus）

• Evolving wavelet-based networks for short-term load forecasting

  Huang, C. M. & Yang, H. T., 2001 5月 1, 於: IEE Proceedings: Generation, Transmission and Distribution. 148, 3, p. 222-228 7 p.

  研究成果: Article › 同行評審

  • Neural networks 78%
  53 引文 斯高帕斯（Scopus）

• Fuzzy learning vector quantization networks for power transformer condition assessment

  Yang, H. T., Liao, C. C. & Chou, J. H., 2001 2月, 於: IEEE Transactions on Dielectrics and Electrical Insulation. 8, 1, p. 143-149 7 p.

  研究成果: Article › 同行評審

  • Gas fuel analysis 100%
  • Vector quantization 85%
  • Power transformers 84%
  • Gases 43%
  • Decision support systems 39%
  59 引文 斯高帕斯（Scopus）
• 2000

  A Self-organization Fuzzy System for Short-term Power System Load Forecasting

  Yang, H-T., 2000, 於: Chung-Yuan Journal, Vol. 28, No. 1, March, 2000, pp. 73-86.

  研究成果: Article › 同行評審