Search Results - "Wei-jen Lee"

A Wind Speed Correction Method Based on Modified Hidden Markov Model for Enhancing Wind Power Forecast by Li, Menglin, Yang, Ming, Yu, Yixiao, Lee, Wei-Jen

“…Short-term wind power forecast (WPF) depends highly on the wind speed forecast (WSF), which is the prime contributor to the forecasting error. To achieve more…”
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Mobility-Aware Charging Scheduling for Shared On-Demand Electric Vehicle Fleet Using Deep Reinforcement Learning by Liang, Yanchang, Ding, Zhaohao, Ding, Tao, Lee, Wei-Jen

“…With the emerging concept of sharing-economy, shared electric vehicles (EVs) are playing a more and more important role in future mobility-on-demand traffic…”
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Robustness Analysis of Dynamic Equivalent Model of DFIG Wind Farm for Stability Study by Zhou, Yuhao, Zhao, Long, Lee, Wei-Jen

“…With the wind power energy largely interconnected with power grid, it is necessary to develop a robust dynamic equivalent model of the wind farm for the system…”
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Using Smart Meter Data to Improve the Accuracy of Intraday Load Forecasting Considering Customer Behavior Similarities by Quilumba, Franklin L., Wei-Jen Lee, Heng Huang, Wang, David Y., Szabados, Robert L.

“…With the deployment of advanced metering infrastructure (AMI), an avalanche of new energy-use information became available. Better understanding of the actual…”
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Improved Wind Farm Aggregated Modeling Method for Large-Scale Power System Stability Studies by Wang, Peng, Zhang, Zhenyuan, Huang, Qi, Wang, Ni, Zhang, Xing, Lee, Wei-Jen

“…Nowadays, with the highly penetrated wind generations, the accurate wind farm (WF) model is required for power system stability analysis. Due to the complexity…”
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Real-Time Operation Management for Battery Swapping-Charging System via Multi-Agent Deep Reinforcement Learning by Liang, Yanchang, Ding, Zhaohao, Zhao, Tianyang, Lee, Wei-Jen

“…Battery swapping-charging systems (BSCSs) can provide better battery swapping services for electric vehicles (EVs) in large cities. In BSCSs, EV batteries can…”
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Interactive Model for Energy Management of Clustered Microgrids by Lu, Tianguang, Wang, Zhaoyu, Ai, Qian, Lee, Wei-Jen

“…The increasing integration of distributed renewable energy resources highlights the need to design new control strategies for hybrid wind turbine-photovoltaic…”
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An Integration of ANN Wind Power Estimation Into Unit Commitment Considering the Forecasting Uncertainty by Methaprayoon, K., Yingvivatanapong, C., Wei-Jen Lee, Liao, J.R.

“…The development of wind power generation has rapidly progressed over the last decade. With the advancement in wind turbine technology, wind energy has become…”
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Deep Reinforcement Learning-Based Charging Pricing for Autonomous Mobility-on-Demand System by Lu, Ying, Liang, Yanchang, Ding, Zhaohao, Wu, Qiuwei, Ding, Tao, Lee, Wei-Jen

“…The autonomous mobility-on-demand (AMoD) system plays an important role in the urban transportation system. The charging behavior of AMoD fleet becomes a…”
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A Stochastic Microgrid Operation Scheme to Balance Between System Reliability and Greenhouse Gas Emission by Ding, Zhaohao, Lee, Wei-Jen

“…Implementing renewable generation becomes one of the most practical approaches to reduce greenhouse gas emissions for the power sector. A microgrid, with its…”
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Coordinated Control Strategy of Wind Turbine Generator and Energy Storage Equipment for Frequency Support by Miao, Lu, Wen, Jinyu, Xie, Hailian, Yue, Chengyan, Lee, Wei-Jen

“…With the increasing penetration of wind power in power systems, it is desirable for wind turbines to have similar characteristics as conventional synchronous…”
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Stochastic Optimal Operation of Microgrid Based on Chaotic Binary Particle Swarm Optimization by Li, Peng, Xu, Duo, Zhou, Zeyuan, Lee, Wei-Jen, Zhao, Bo

“…Based on fuzzy mathematics theory, this paper proposes a fuzzy multi-objective optimization model with related constraints to minimize the total economic cost…”
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Forecasting Power Output of Photovoltaic Systems Based on Weather Classification and Support Vector Machines by Shi, Jie, Lee, Wei-Jen, Liu, Yongqian, Yang, Yongping, Wang, Peng

“…Due to the growing demand on renewable energy, photovoltaic (PV) generation systems have increased considerably in recent years. However, the power output of…”
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Transfer Learning Featured Short-Term Combining Forecasting Model for Residential Loads With Small Sample Sets by Zhang, Zhenyuan, Zhao, Pengfei, Wang, Peng, Lee, Wei-Jen

“…In recent years, a large variety of short-term load forecasting methodologies have been proposed, but a common drawback of them is that require a large amount…”
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Forecasting the Wind Generation Using a Two-Stage Network Based on Meteorological Information by Shu Fan, Liao, J.R., Yokoyama, R., Luonan Chen, Wei-Jen Lee

“…This paper proposes a practical and effective model for the generation forecasting of a wind farm with an emphasis on its scheduling and trading in a wholesale…”
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Spatial-Temporal Demand Management and Benefit Allocation for Geo-Distributed Charging Station and EV Aggregators by Ding, Zhaohao, Guo, Jinran, Lai, Kexing, Lee, Wei-Jen

“…This article presents a spatial-temporal demand management scheme and cooperative benefit allocation method to optimize the operation of geodistributed…”
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Two-Stage Bidding Strategy for Peer-to-Peer Energy Trading of Nanogrid by Zhang, Zhenyuan, Tang, Haoyue, Wang, Peng, Huang, Qi, Lee, Wei-Jen

“…With more distributed energy resources penetrated into the residential community, nanogrid based peer-to-peer (P2P) energy market has rapidly emerged over…”
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Integrated Operation Model for Autonomous Mobility-on-Demand Fleet and Battery Swapping Station by Ding, Zhaohao, Tan, Wenrui, Lee, Wei-Jen, Pan, Xuyang, Gao, Shiqiao

“…The autonomous mobility-on-demand (AMoD) system provides an alternative solution for sustainable and economical transportation system. Meanwhile, battery…”
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Quality-of-Service Aware Battery Swapping Navigation and Pricing for Autonomous Mobility-on-Demand System by Ding, Zhaohao, Tan, Wenrui, Lu, Wenbing, Lee, Wei-Jen

“…The autonomous mobility-on-demand (AMoD) system is regarded as a promising shared mobility method for the sustainable transportation system. In addition,…”
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The Impact of Time-of-Use (TOU) Rate Structure on Consumption Patterns of the Residential Customers by Zhao, Long, Yang, Zhiyong, Lee, Wei-Jen

“…Load participation is vital for the smart grid development. As an effective tool to improve reliability, stability, and financial efficiency of the power…”
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