most citedReview on Monitoring, Operation and Maintenance of Smart Offshore Wind Farms

117 citations

8 papers

eess.SY202376 cited

Optimal scheduling of park-level integrated energy system considering ladder-type carbon trading mechanism and flexible load

Hongbin Sun, Xinmei Sun, Lei Kou +2

In an attempt to improve the utilization efficiency of multi-energy coupling in park-level integrated energy system (PIES), promote wind power consumption and reduce carbon emissio…

cs.LG202243 cited

Deep Reinforcement Learning Microgrid Optimization Strategy Considering Priority Flexible Demand Side

Jinsong Sang, Hongbin Sun, Lei Kou

As an efficient way to integrate multiple distributed energy resources and the user side, a microgrid is mainly faced with the problems of small-scale volatility, uncertainty, inte…

eess.SP20229 cited

A Random Forest and Current Fault Texture Feature-Based Method for Current Sensor Fault Diagnosis in Three-Phase PWM VSR

Lei Kou, Xiao-dong Gong, Yi Zheng +4

Three-phase PWM voltage-source rectifier (VSR) systems have been widely used in various energy conversion systems, where current sensors are the key component for state monitoring…

eess.SP202232 cited

Data-driven design of fault diagnosis for three-phase PWM rectifier using random forests technique with transient synthetic features

Lei Kou, Chuang Liu, Guo-wei Cai +2

A three-phase pulse-width modulation (PWM) rectifier can usually maintain operation when open-circuit faults occur in insulated-gate bipolar transistors (IGBTs), which will lead th…

cs.AI2022117 cited

Review on Monitoring, Operation and Maintenance of Smart Offshore Wind Farms

Lei Kou, Yang Li, Fangfang Zhang +4

In recent years, with the development of wind energy, the number and scale of wind farms are developing rapidly. Since offshore wind farm has the advantages of stable wind speed, c…

cs.LG202282 cited

Fault diagnosis for open-circuit faults in NPC inverter based on knowledge-driven and data-driven approaches

Lei Kou, Chuang Liu, Guo-wei Cai +3

In this study, the open-circuit faults diagnosis and location issue of the neutral-point-clamped (NPC) inverters are analysed. A novel fault diagnosis approach based on knowledge d…