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期刊论文 [14]
会议论文 [8]
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Multi-Pattern Data Mining and Recognition of Primary Electric Appliances from Single Non-Intrusive Load Monitoring Data
期刊论文
Energies, 2019, 卷号: Vol.12 No.6, 页码: 20
作者:
Du, S.a
;
Li, M.a
;
Han, S.a
;
Shi, J.b
;
Li, H.c
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2019/11/21
electrical appliance
pattern recognition
data mining
AP clustering algorithm
power load decomposition
Estimation of Target Appliance Electricity Consumption Using Background Filtering
期刊论文
IEEE Transactions on Smart Grid, 2019, 卷号: Vol.10 No.6, 页码: 5920-5929
作者:
Gaochen Cui
;
Bo Liu
;
Wenpeng Luan
;
Yixin Yu
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/11/21
Data aggregation
Neural networks
Active filters
Home appliances
Hidden Markov models
Training
Non-intrusive load monitoring
deep neural network
convolutional neural network
training data
background filtering
Achieving differential privacy against non-intrusive load monitoring in smart grid: A fog computing approach
期刊论文
CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2019, 卷号: 31, 期号: 22
作者:
Cao, Hui
;
Liu, Shubo
;
Wu, Longfei
;
Guan, Zhitao
;
Du, Xiaojiang
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2019/12/05
differential privacy
fog computing
internet of things
non-intrusive load monitoring
smart grid
Optimal Strategy to Select Load Identification Features by Using a Particle Resampling Algorithm
期刊论文
APPLIED SCIENCES-BASEL, 2019, 卷号: 9, 期号: 13
作者:
He, Hengjing
;
Lin, Xiaohong
;
Xiao, Yong
;
Qian, Bin
;
Zhou, Hong
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/12/05
resampling
feature extraction
non-intrusive load monitoring
Achieving differential privacy against non-intrusive load monitoring in smart grid: A fog computing approach
期刊论文
CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2019, 卷号: 31, 期号: 22
作者:
Cao, Hui
;
Liu, Shubo
;
Wu, Longfei
;
Guan, Zhitao
;
Du, Xiaojiang
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/12/05
differential privacy
fog computing
internet of things
non-intrusive load monitoring
smart grid
Achieving differential privacy against non-intrusive load monitoring in smart grid: A fog computing approach
会议论文
作者:
Cao, Hui
;
Liu, Shubo
;
Wu, Longfei
;
Guan, Zhitao
;
Du, Xiaojiang
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2019/12/05
A Non-intrusive Appliances Load Monitoring Method Based on Hourly Smart Meter Data
会议论文
Changsha, China, October 18-20, 2019
作者:
Song CH(宋纯贺)
;
Wang ZF(王忠锋)
;
Liu, Shuji
;
Xu, Libo
;
Zhou, Dapeng
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2020/08/01
Smart grid
Non-intrusive appliances load monitoring
Peak load
Energy consumption analysis of residential swimming pools for peak load shaving
期刊论文
Applied Energy, 2018, 卷号: 220, 页码: 176-191
作者:
Song CH(宋纯贺)
;
Yu HB(于海斌)
;
Rosenberg, Catherine
;
Jing, Wei
;
Zeng P(曾鹏)
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  |  
浏览/下载:20/0
  |  
提交时间:2018/04/16
Energy disaggregation
Residential swimming pool
Circulating pump
Peak load shifting
Feature extraction of dichotomous equipment based on non-intrusive load monitoring and decomposition
会议论文
作者:
Li, Fangping
;
Zhang, Wei
;
Liu, Heng
;
Zhang, Maosheng
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  |  
浏览/下载:7/0
  |  
提交时间:2019/12/05
An Improved Permutation Entropy Algorithm for Non-intrusive Load State Change Detection
期刊论文
International Conference on Innovative Smart Grid Technologies, ISGT Asia 2018, 2018, 页码: 886-890
作者:
Gao, Haohan
;
Zhang, Li
;
Qiao, Liang
;
Tang, Zhenyu
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  |  
浏览/下载:9/0
  |  
提交时间:2019/12/11
load state change detection
non-intrusive load monitoring (NILM)
permutation entropy (PE)
signal-to-noise ratio (SNR)
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