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Frequency domain a9ctive vibration control of a flexible plate based on neural networks
Jinxin LIU, Xuefeng CHEN, Zhengjia HE
Frontiers of Mechanical Engineering 2013, Volume 8, Issue 2, Pages 109-117 doi: 10.1007/s11465-013-0252-z
A neural-network (NN)-based active control system was proposed to reduce the low frequency noise radiationFeedback control system was built, in which neural network controller (NNC) and neural network identifierMulti-frequency control in frequency domain was achieved by simulation through the NN-based control systemsThe NN-based control algorithm was shown to perform effectively.
Keywords: active vibration control (AVC) neural network (NN) low frequency noise frequency domain control multi-frequency
Multiscale computation on feedforward neural network and recurrent neural network
Bin LI, Xiaoying ZHUANG
Frontiers of Structural and Civil Engineering 2020, Volume 14, Issue 6, Pages 1285-1298 doi: 10.1007/s11709-020-0691-7
Keywords: multiscale method constitutive model feedforward neural network recurrent neural network
Frontiers of Mechanical Engineering 2022, Volume 17, Issue 2, doi: 10.1007/s11465-022-0673-7
Keywords: deep reinforcement learning hyper parameter optimization convolutional neural network fault diagnosis
Novel interpretable mechanism of neural networks based on network decoupling method
Frontiers of Engineering Management 2021, Volume 8, Issue 4, Pages 572-581 doi: 10.1007/s42524-021-0169-x
Keywords: neural networks interpretability dynamical behavior network decouple
Deep convolutional neural network for multi-level non-invasive tunnel lining assessment
Frontiers of Structural and Civil Engineering 2022, Volume 16, Issue 2, Pages 214-223 doi: 10.1007/s11709-021-0800-2
Keywords: concrete structure GPR damage classification convolutional neural network transfer learning
Online recognition of drainage type based on UV-vis spectra and derivative neural network algorithm
Frontiers of Environmental Science & Engineering 2021, Volume 15, Issue 6, doi: 10.1007/s11783-021-1430-6
• UV-vis absorption analyzer was applied in drainage type online recognition.
Keywords: Drainage online recognition UV-vis spectra Derivative spectrum Convolutional neural network
A neural network-based production process modeling and variable importance analysis approach in corn
Frontiers of Chemical Science and Engineering 2023, Volume 17, Issue 3, Pages 358-371 doi: 10.1007/s11705-022-2190-y
Keywords: big data corn to sugar factory neural network variable importance analysis
Fault diagnosis of axial piston pumps with multi-sensor data and convolutional neural network
Frontiers of Mechanical Engineering 2022, Volume 17, Issue 3, doi: 10.1007/s11465-022-0692-4
Keywords: axial piston pump fault diagnosis convolutional neural network multi-sensor data fusion
Frontiers in Energy doi: 10.1007/s11708-023-0891-7
Keywords: machine learning lithium-ion battery state of health neural network artificial intelligence
PID neural network control of a membrane structure inflation system
Qiushuang LIU, Xiaoli XU
Frontiers of Mechanical Engineering 2010, Volume 5, Issue 4, Pages 418-422 doi: 10.1007/s11465-010-0117-7
Keywords: PID neural network membrane structure
Frontiers of Structural and Civil Engineering 2021, Volume 15, Issue 5, Pages 1181-1198 doi: 10.1007/s11709-021-0744-6
Keywords: interaction load sharing ratio piled raft nonlinear regression artificial neural network
Deep convolutional tree-inspired network: a decision-tree-structured neural network for hierarchical
Frontiers of Mechanical Engineering 2021, Volume 16, Issue 4, Pages 814-828 doi: 10.1007/s11465-021-0650-6
Keywords: bearing cross-severity fault diagnosis hierarchical fault diagnosis convolutional neural network
Frontiers of Mechanical Engineering doi: 10.1007/s11465-021-0661-3
Keywords: tool condition monitoring cutting temperature neural network learning rate adaption
Prediction of bed load sediments using different artificial neural network models
Reza ASHEGHI, Seyed Abbas HOSSEINI
Frontiers of Structural and Civil Engineering 2020, Volume 14, Issue 2, Pages 374-386 doi: 10.1007/s11709-019-0600-0
Keywords: bed load prediction artificial neural network modeling empirical equations
Design, analysis, and neural control of a bionic parallel mechanism
Frontiers of Mechanical Engineering 2021, Volume 16, Issue 3, Pages 468-486 doi: 10.1007/s11465-021-0640-8
Keywords: neural control behavior network rhythm motion pattern
Title Author Date Type Operation
Frequency domain a9ctive vibration control of a flexible plate based on neural networks
Jinxin LIU, Xuefeng CHEN, Zhengjia HE
Journal Article
Multiscale computation on feedforward neural network and recurrent neural network
Bin LI, Xiaoying ZHUANG
Journal Article
A new automatic convolutional neural network based on deep reinforcement learning for fault diagnosis
Journal Article
Deep convolutional neural network for multi-level non-invasive tunnel lining assessment
Journal Article
Online recognition of drainage type based on UV-vis spectra and derivative neural network algorithm
Journal Article
A neural network-based production process modeling and variable importance analysis approach in corn
Journal Article
Fault diagnosis of axial piston pumps with multi-sensor data and convolutional neural network
Journal Article
Machine learning and neural network supported state of health simulation and forecasting model for lithium-ion
Journal Article
PID neural network control of a membrane structure inflation system
Qiushuang LIU, Xiaoli XU
Journal Article
and load sharing pattern of piled raft using nonlinear regression and LM algorithm-based artificial neuralnetwork
Journal Article
Deep convolutional tree-inspired network: a decision-tree-structured neural network for hierarchical
Journal Article
Real-time tool condition monitoring method based on temperature measurement and artificial neural network
Journal Article
Prediction of bed load sediments using different artificial neural network models
Reza ASHEGHI, Seyed Abbas HOSSEINI
Journal Article