城市固废焚烧过程智能优化控制研究现状与展望

汤健, 夏恒, 余文, 乔俊飞 - 自动化学报, 2023 - aas.net.cn
针对全球城市固废(Municipal solid waste, MSW) 的高增长率导致城市环境持续恶化以至于“
垃圾围城” 现象日益增多等问题, MSW 焚烧(MSW incineration, MSWI) 技术能够通过发酵, 燃烧 …

A brief review of digital twin in electric power industry

Y Fu, Y Huang, F Hou, K Li - 2022 IEEE 5th International …, 2022 - ieeexplore.ieee.org
Digital twin technology is an excellent way to integrate electromechanical devices with
various information technologies. At first, this article presents the theoretical development …

An improved kinetic energy control strategy for power smoothing of PMSG-WECS based on low pass filter and fuzzy logic controller

Y Zhu, Z Wang, X Guo, Z Wei - Electric Power Systems Research, 2023 - Elsevier
The output power of wind energy conversion system (WECS) fluctuates randomly due to the
intermittence of wind speed, which will endanger the power quality and the stable operation …

Digital Twin as a Virtual Sensor for Wind Turbine Applications

M Ibrahim, A Rassõlkin, T Vaimann, A Kallaste, J Zakis… - Energies, 2023 - mdpi.com
Digital twins (DTs) have been implemented in various applications, including wind turbine
generators (WTGs). They are used to create virtual replicas of physical turbines, which can …

[HTML][HTML] Virtual testbed for development and evaluation of power system digital twins and their applications

Z Shen, F Arraño-Vargas, G Konstantinou - Sustainable Energy, Grids and …, 2024 - Elsevier
Digital twins (DTs) show considerable promise for development of applications and
solutions across a diverse range of power system services. Ensuring these applications …

Anomaly detection and classification method for wind speed data of wind turbines using spatiotemporal dependency structure

Y Li, X Shen - IEEE Transactions on Sustainable Energy, 2023 - ieeexplore.ieee.org
Detection of anomalous wind speed time series in measurements is considered crucial for
the operation and maintenance of wind speed sensors on wind turbines, as they generally …

[HTML][HTML] Online assessment of multi-parameter stability region and stability margin of wind power plants

P Wang, Y Ma, H Zhao - International Journal of Electrical Power & Energy …, 2024 - Elsevier
The wind power plant (WPP) operates in a wide range of operating points, resulting in
diverse small-signal stability performances in a high-dimensional parameter space. The …

Industrial digital twins in offshore wind farms

EE Ambarita, A Karlsen, F Scibilia, A Hasan - Energy Informatics, 2024 - Springer
Digital twin technology, aligned with Industry 4.0 standard, has witnessed widespread
adoption in various industries, notably in manufacturing. Meanwhile, the concept of digital …

Fault prediction model in wind turbines using deep learning structure with enhanced optimisation algorithm

MB Gawali, SS Gawali, M Patil - Journal of Control and Decision, 2023 - Taylor & Francis
Digital Twin (DT) is used for lifetime monitoring of the drive train and can be a costly option.
This proposal adopts the predictive modelling of wind turbines by digital twins by deep …

Practical methods of defective input feature correction to enable machine learning in power systems

J Liu, F Li, F Zelaya-Arrazabal… - … on Power Systems, 2023 - ieeexplore.ieee.org
In this research work, three practical correction methods are proposed to mitigate the impact
of defective input features in power system data measurement for machine learning (ML) …