Non-invasive load monitoring based on improved color coding and dense convolutional network by DING Jian, CHEN Jianxiang, LIU Wangpeng, DING Yifan, WANG Puyu

Subjects: Get full text

Non-Intrusive Load Identification Based on Retrainable Siamese Network by Lingxia Lu, Ju-Song Kang, Fanju Meng, Miao Yu

Subjects: Get full text

Non-Intrusive Adaptive Load Identification Based on Siamese Network by Miao Yu, Bingnan Wang, Lingxia Lu, Zhejing Bao, Donglian Qi

Subjects: Get full text

Non-intrusive load monitoring based on time-enhanced multidimensional feature visualization by Tie Chen, Yimin Yuan, Jiaqi Gao, Shinan Guo, Pingping Yang

Subjects: Get full text

Implementation Strategy of Convolution Neural Networks on Field Programmable Gate Arrays for Appliance Classification Using the Voltage and Current (V-I) Trajectory by Darío Baptista, Sheikh Shanawaz Mostafa, Lucas Pereira, Leonel Sousa, Fernando Morgado-Dias

Subjects: Get full text

A Non-Intrusive Residential Electric Bicycle Load Monitoring Method Based on Hybrid Feature Bitmap and DeiT by Qifeng Huang, Kaijie Fang, Zecheng Ding, Hanmiao Cheng, Yixuan Huang, Lulu Geng, Puyu Wang, Haibo Xu

Subjects: Get full text

Semi-supervised learning with flexible threshold for non-intrusive load monitoring by Tao Tang, Keke Li, Chang Su, Zhiheng Liu

Subjects: Get full text

Unknown appliances detection for non-intrusive load monitoring based on vision transformer with an additional detection head by Qiang Zhao, Weican Liu, Keke Li, Yuhang Wei, Yinghua Han

Subjects: “…V-I trajectory image…”
Get full text

Improved Appliance Classification in Non-Intrusive Load Monitoring Using Weighted Recurrence Graph and Convolutional Neural Networks by Anthony Faustine, Lucas Pereira

Subjects: Get full text

Multi-Label Learning for Appliance Recognition in NILM Using Fryze-Current Decomposition and Convolutional Neural Network by Anthony Faustine, Lucas Pereira

Subjects: Get full text

Hierarchical load identification method based on K-means clustering and PSO feature optimization KNN by Qi AN, Yufei LIANG, Yaoqiang WANG, Zhanbin WANG, Zheng LI, Zheng LI, Guoqing AN

Subjects: “…electrical measuring technology and its instrumentation; non-invasive load identification; v-i trajectory; hog features; k-means clustering analysis; feature selection…”
Get full text

Nonintrusive Load Monitoring Method Based on Color Encoding and Improved Twin Support Vector Machine by Ruoyuan Zhang, Yuan Wang, Yang Song

Subjects: Get full text