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A novel short-term load forecasting method based on mini-batch stochastic gradient descent regression model
期刊论文
Electric Power Systems Research, 2022, 卷号: 211
作者:
Lizhen, Wu
;
Yifan, Zhao
;
Gang, Wang
;
Xiaohong, Hao
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2022/07/20
Batch data processing
Big data
Electric power plant loads
Forecasting
Gradient methods
K-means clustering
Regression analysis
Stochastic models
Big data analyze
Distributed parallel computing
Load forecasting
Map-reduce
Map-reduce framework
Mini-batch stochastic gradient descent
Regression modelling
Short term load forecasting
Stochastic gradient descent
Stochastic gradient descent algorithm
An adaptive-based control law for accurate frequency restoration and economic load dispatch in microgrid with clock drifts
期刊论文
Energy Reports, 2022, 卷号: 8, 页码: 1340-1348
作者:
Liu, Bin
;
Feng, Yiwei
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2022/04/21
Clocks
Decentralized control
Distributed parameter control systems
Disturbance rejection
Electric load dispatching
Electric power plant loads
Energy resources
Microgrids
Scheduling
System stability
Adaptive Control
Clock drift
Control laws
Distributed-control
Economic dispatch problems
Economic load dispatch
Frequency regulations
Frequency restorations
Microgrid
Multi energy
Vibration and Buckling Behaviors of Functionally Graded Piezoelectric Material Beams Subjected to Thermal-mechanical-electrical Loads
期刊论文
Jixie Gongcheng Xuebao/Journal of Mechanical Engineering, 2021, 卷号: 57, 期号: 8, 页码: 166-174
作者:
Zhou, Fengxi
;
Pu, Yu
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2022/02/17
Buckling
Dynamic response
Electric loads
Materials properties
Piezoelectric materials
Piezoelectricity
Reliability theory
Temperature distribution
Vibration control
Critical buckling loads
Functionally graded piezoelectric material
Generalized beam theories
Polarization direction
Simply supported beams
Static and dynamic models
Static and dynamic response
Thermal environment
Research on the intelligent control method of wind turbine grid connection without load
会议论文
Xian, China, August 7, 2020 - August 9, 2020
作者:
Ren, Jing
;
Wang, Shudong
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2020/11/15
Clustering algorithms
Electric power transmission networks
Fuzzy control
Fuzzy neural networks
Wind turbines
Control of wind turbines
Control strategies
Conventional control
Fitting accuracy
Fitting precision
Fuzzy control rules
Grid connection without loads
Nearest neighbour
A Short-Term Load Forecasting Method Based on GRU-CNN Hybrid Neural Network Model
期刊论文
MATHEMATICAL PROBLEMS IN ENGINEERING, 2020, 卷号: 2020
作者:
Wu, Lizhen
;
Kong, Chun
;
Hao, Xiaohong
;
Chen, Wei
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2020/06/16
Clustering algorithms
Complex networks
Convolutional neural networks
Electric power plant loads
Forecasting
Mean square error
Virtual synchronization control strategy of direct drive permanent magnet wind turbine under load shedding operation mode
会议论文
Dali, China, December 6, 2019 - December 8, 2019
作者:
Bao, Guangqing
;
Li, Yuan
;
He, Xin
;
Liu, Fuchao
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2020/11/15
Agricultural robots
Biomimetics
Electric generators
Electric load shedding
Electric machine control
Electric power plant loads
Electric power transmission networks
Frequency modulation
Permanent magnets
Robotics
Synchronization
Synchronous generators
Wind power
Wind turbines
Coordinated control strategy
Direct drive
Grid connected systems
Grid-connected controls
Inertia
Operation characteristic
Spare capacity
Virtual synchronization
Short-term electricity load forecasting using a mapreduce-based elman networks with coarse-grained parallel genetic optimization
会议论文
Dali, China, December 6, 2019 - December 8, 2019
作者:
Bao, Guangqing
;
Liu, Fuchao
;
He, Xin
;
Zhang, Gang
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2020/11/15
Agricultural robots
Biomimetics
Efficiency
Electric power plant loads
Forecasting
Genetic algorithms
Neural networks
Robotics
Coarse-grained parallels
Electrical load forecasting
Elman neural network
Elman neural networks (ENN)
Map-reduce
Meteorological information
Short-term electrical loads
Short-term electricity load forecasting
Community electric vehicle load forecasting based on time series distribution
会议论文
Guizhou, China, August 9, 2019 - August 11, 2019
作者:
Li, Hengjie
;
Zhu, Yueyang
;
Chen, Wei
;
Lv, Junqing
;
Zeng, Xianqiang
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2020/11/15
Charging time
Electric load distribution
Electric power plant loads
Electric power system planning
Electric power transmission networks
Electric vehicles
Forecasting
Housing
Landforms
Charging loads
Discharging characteristics
Electric vehicle charging
Electricity prices
Power grids
Power system planning
Residential areas
Vehicle load
Influence of Deflected Wake of Upstream Wind Turbine on Aerodynamic Characteristics of Downstream Wind Turbine
期刊论文
Zhongguo Dianji Gongcheng Xuebao/Proceedings of the Chinese Society of Electrical Engineering, 2019, 卷号: 39, 期号: 14, 页码: 4213-4220
作者:
Yang, Congxin
;
He, Pan
;
Zhang, Xuyao
;
Zhang, Yaguang
;
Jin, Rui
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2020/11/14
Aerodynamic loads
Computer simulation
Electric utilities
Flight dynamics
Large eddy simulation
Numerical methods
Wakes
Wind power
Wind turbines
Actuating line
Actuator line technique
Aerodynamic characteristics
Inflow conditions
Open source toolboxes
OpenFOAM
Rotation frequencies
Wind turbine blades
Power load data preprocessing based on PFCM algorithm and neural network
会议论文
Chongqing, China, May 24, 2019 - May 26, 2019
作者:
Hao, Xiaohong
;
Zhang, Chunyan
;
Li, Hang
;
Wang, Weizhou
;
Liu, Fuchao
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2020/11/15
Classification (of information)
Curve fitting
Electric load dispatching
Electric power plant loads
Electric power transmission networks
Genetic algorithms
Radial basis function networks
Statistics
Average relative error
Clustering results
Genetic-algorithm optimizations
Number of clusters
Outliers
Power load
RBF Neural Network
Trained neural networks
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