Yingya Zhou | Tsinghua University (original) (raw)
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Graduate Center of the City University of New York
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Papers by Yingya Zhou
2013 Fourth International Conference on Intelligent Control and Information Processing (ICICIP), 2013
ABSTRACT
2016 24th Mediterranean Conference on Control and Automation (MED)
Various areas see the trend of increasing degree of decentralization and automation. Conventional... more Various areas see the trend of increasing degree of decentralization and automation. Conventional component or unit based monitoring scheme by analytical modeling could be tedious and costly in dealing with increased number of entities. A holistic data-driven scheme able to monitor multiple units and hierarchically detect and diagnose faults is proposed, in which Multi-way Principal Component Analysis (MPCA) is employed as data analysis algorithm. The proposed scheme is illustrated using data collected from an actual onshore wind farm with multiple wind turbines. The obtained fault detection and diagnosis results are validated using maintenance reports.
Journal of Clean Energy Technologies
The increase of distributed energy, deregulation of energy market together with the growing press... more The increase of distributed energy, deregulation of energy market together with the growing pressure from energy consumption resulted climate change urges a transformation of the energy sector. The dumb centralized grid marches on a metamorphosis to a smart, distributed grid and a diversity of new market roles, business models and technologies are spawned. The other shore of this revolution is called Energy Internet or Internet of Energy. The present work proposes architecture of Energy Internet as a tool of categorization and presents the state-of-art related technologies and use cases based on a wide range of sources including academic papers, project reports, policies and press information.
2013 Fourth International Conference on Intelligent Control and Information Processing (ICICIP), 2013
ABSTRACT
2016 24th Mediterranean Conference on Control and Automation (MED)
Various areas see the trend of increasing degree of decentralization and automation. Conventional... more Various areas see the trend of increasing degree of decentralization and automation. Conventional component or unit based monitoring scheme by analytical modeling could be tedious and costly in dealing with increased number of entities. A holistic data-driven scheme able to monitor multiple units and hierarchically detect and diagnose faults is proposed, in which Multi-way Principal Component Analysis (MPCA) is employed as data analysis algorithm. The proposed scheme is illustrated using data collected from an actual onshore wind farm with multiple wind turbines. The obtained fault detection and diagnosis results are validated using maintenance reports.
Journal of Clean Energy Technologies
The increase of distributed energy, deregulation of energy market together with the growing press... more The increase of distributed energy, deregulation of energy market together with the growing pressure from energy consumption resulted climate change urges a transformation of the energy sector. The dumb centralized grid marches on a metamorphosis to a smart, distributed grid and a diversity of new market roles, business models and technologies are spawned. The other shore of this revolution is called Energy Internet or Internet of Energy. The present work proposes architecture of Energy Internet as a tool of categorization and presents the state-of-art related technologies and use cases based on a wide range of sources including academic papers, project reports, policies and press information.