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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:25/0
  |  
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
Preparation of High-Performance Multifunctional Carbon as Electrode for Supercapacitors using Recycling Scutellaria baicalensis Georgi Extracting Waste
期刊论文
INTERNATIONAL JOURNAL OF ELECTROCHEMICAL SCIENCE, 2021, 卷号: 16, 期号: 11
作者:
Xiong, Ran
;
Iradukunda, Yves
;
Li, Zhiqian
;
Yao, Yaorui
;
Yang, Yang
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  |  
浏览/下载:16/0
  |  
提交时间:2021/12/17
Baicalensis
Recycling
Multifunctional Carbon
Reduce environmental burden
Reducing Redundancy of Musculoskeletal Robot With Convex Hull Vertexes Selection
期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2020, 卷号: 12, 期号: 3, 页码: 601-617
作者:
Zhong, Shanlin
;
Chen, Jiahao
;
Niu, Xingyu
;
Fu, Hang
;
Qiao, Hong
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2021/01/07
Muscles
Robots
Mathematical model
Hardware
Redundancy
Numerical models
Convex hull vertexes
human-like robot
motion experiment
musculoskeletal system
reduce redundancy
Online estimation of the state of charge of a lithium-ion battery based on the fusion model
期刊论文
Gongcheng Kexue Xuebao/Chinese Journal of Engineering, 2020, 卷号: 42, 期号: 9, 页码: 1200-1208
作者:
Wang, Xiao-lan
;
Jin, Hao-qing
;
Liu, Xiang-yuan
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  |  
浏览/下载:29/0
  |  
提交时间:2020/11/14
Accident prevention
Accidents
Carbon
Charging (batteries)
Circuit simulation
Climate change
Data fusion
Electric automobiles
Energy utilization
Environmental technology
Equivalent circuits
Errors
Extended Kalman filters
Ions
Lithium-ion batteries
Machine learning
Pollution control
Predictive analytics
Application requirements
Environmental pollutions
Equivalent circuit model
Error prediction model
Extended Kalman filtering
Extreme learning machine
Low carbon transportations
Reduce energy consumption
Optimal design, thermodynamic, cost and CO2 emission analyses of coal-to-methanol process integrated with chemical looping air separation and hydrogen technology
期刊论文
Energy, 2020, 卷号: 203, 期号: 1
作者:
Zhang, Dongqiang
;
Duan, Runhao
;
Li, Hongwei
;
Yang, Qingchun
;
Zhou, Huairong
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  |  
浏览/下载:9/0
  |  
提交时间:2020/11/14
Carbon dioxide
Chemical analysis
Coal
Coal industry
Economics
Energy utilization
Methanol
Separation
Water gas shift
Air separation unit
CO2 concentration
Domestic supplies
High energy consumption
Hydrogen technologies
Hydrogen-to-carbon ratio
Methanol production
Reduce energy consumption
COSMO-RS based ionic liquid screening for the separation of acetonitrile and ethanol azeotropic mixture
期刊论文
JOURNAL OF CHEMICAL TECHNOLOGY AND BIOTECHNOLOGY, 2020, 页码: 12
作者:
Zhang, Zhigang
;
Lu, Ruizhe
;
Zhang, Qinqin
;
Chen, Jinling
;
Li, Wenxiu
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  |  
浏览/下载:12/0
  |  
提交时间:2020/03/24
ionic liquid
acetonitrile-ethanol separation
COSMO-RS
vapor-liquid equilibrium
reduce density gradient
Biochar amendment effectively reduces the transport of 3,5,6-trichloro-2-pyridinol (a main degradation product of chlorpyrifos) in purple soil: Experimental and modeling
期刊论文
CHEMOSPHERE, 2020, 卷号: 245, 页码: UNSP 125651
作者:
Lei Wenjuan
;
Tang Xiangyu
;
Zhou Xiangyang
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2020/04/29
Biochar
3,5.6-Trichloro-2-pyridinol
Reduce leaching
Experiment and simulation
2D-HRA: Two-Dimensional Hierarchical Ring-Based All-Reduce Algorithm in Large-Scale Distributed Machine Learning
期刊论文
IEEE ACCESS, 2020, 卷号: 8, 页码: 183488-183494
作者:
Jiang, Youhe
;
Gu, Huaxi
;
Lu, Yunfeng
;
Yu, Xiaoshan
收藏
  |  
浏览/下载:42/0
  |  
提交时间:2021/12/01
Distributed machine learning
large-scale cluster
topology
communication overhead
all-reduce
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:3/0
  |  
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
Preparation of ropivacaine loaded PLGA microspheres as controlled-release system with narrow size distribution and high loading efficiency
期刊论文
COLLOIDS AND SURFACES A-PHYSICOCHEMICAL AND ENGINEERING ASPECTS, 2019, 卷号: 562, 页码: 237-246
作者:
Li, Xun
;
Wei, Yi
;
Lv, Piping
;
Wu, Youbin
;
Ogino, Kenji
收藏
  |  
浏览/下载:109/0
  |  
提交时间:2019/04/03
Ropivacaine
PLGA microsphere
High drug loading
Narrow size distribution
Reduce cytotoxicity
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