Comparative study of probabilistic neural network and back propagation network for fault diagnosis of refrigeration systems
Sign Up to like & getrecommendations! Published in 2018 at "Science and Technology for the Built Environment"
DOI: 10.1080/23744731.2017.1375012
Abstract: Fault diagnosis is of crucial importance to mechanical systems. To find an efficient way of conducting fault diagnosis for refrigeration systems, probabilistic neural network, and back-propagation network were employed to diagnose seven types of typical… read more here.
Keywords: network; probabilistic neural; propagation network; neural network ... See more keywords
Mining Key Stations by Constructing the Air Quality Spatial-Temporal Propagation Network
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DOI: 10.1109/access.2020.2997096
Abstract: Deteriorated air quality is a significant hazard to human health and a crucial problem in numerous countries. Existing research has extensively investigated the air quality states and future trends, but neglects the analysis of the… read more here.
Keywords: propagation; air quality; network; propagation network ... See more keywords
Guided Spatial Propagation Network for Depth Completion
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Robotics and Automation Letters"
DOI: 10.1109/lra.2022.3221665
Abstract: Depth completion aims to recover dense depth maps from sparse depth maps using the corresponding RGB images as guides. Learning guided convolutional network (GuideNet) is one of the state-of-the-art (SoTA) depth completion methods. In this… read more here.
Keywords: depth completion; completion; spatial propagation; propagation network ... See more keywords
Model updating of suspended-dome using artificial neural networks
Sign Up to like & getrecommendations! Published in 2017 at "Advances in Structural Engineering"
DOI: 10.1177/1369433217693629
Abstract: Differences between the practical suspended-dome and the corresponding numerical model are inevitable. To reduce the existing discrepancy, model updating of a suspended-dome was investigated using the back-propagation network in the article. The article first proposed… read more here.
Keywords: propagation network; model; suspended dome; back propagation ... See more keywords
Membrane Fouling Prediction Based on Tent-SSA-BP
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DOI: 10.3390/membranes12070691
Abstract: In view of the difficulty in obtaining the membrane bioreactor (MBR) membrane flux in real time, considering the disadvantage of the back propagation (BP) network in predicting MBR membrane flux, such as the local minimum… read more here.
Keywords: network; propagation network; algorithm; back propagation ... See more keywords