A novel defrosting initiation strategy based on convolutional neural network for air-source heat pump

A New Convolutional Neural Network-Based Data-Driven Fault Diagnosis Method

Long Wen, Liang Gao, Yuyan Zhang · IEEE Transactions on Industrial Electronics · 2017 · 2.1K citations

Computing, Computer Science, Manufacturing Engineering +17

An Introduction to Convolutional Neural Networks

Keiron O’Shea, Ryan Nash · arXiv (Cornell University) · 2015 · 952 citations · Full text

Computing, Computer Science, Artificial Intelligence +11

Fault Diagnosis for Rotating Machinery Using Multiple Sensors and Convolutional Neural Networks

Min Xia, Teng Li, Lin Xu et al. · IEEE/ASME Transactions on Mechatronics · 2017 · 711 citations

Computing, Computer Science, Computer Vision +16

Deep Learning Based Approach for Bearing Fault Diagnosis

Miao He, David He · IEEE Transactions on Industry Applications · 2017 · 475 citations

Computing, Computer Science, Big Data Analytics +16

Review on improvement for air source heat pump units during frosting and defrosting

Mengjie Song, Shiming Deng, Chaobin Dang et al. · Applied Energy · 2017 · 365 citations

Engineering, Mechanical Engineering, Air Conditioning +8