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Multi-model ensemble deep learning method for intelligent fault diagnosis with high-dimensional samples

Xin ZHANG, Tao HUANG, Bo WU, Youmin HU, Shuai HUANG, Quan ZHOU, Xi ZHANG

Frontiers of Mechanical Engineering 2021, Volume 16, Issue 2,   Pages 340-352 doi: 10.1007/s11465-021-0629-3

Abstract: methods cannot fully extract fault information to recognize mechanical health states when processing high-dimensionalsamples.deep convolutional neural network (DCNN) is proposed in this study to accomplish fault recognition of high-dimensionalsamples.functions are trained through dimension reduction learning to obtain different fault features from high-dimensional

Keywords: fault intelligent diagnosis     deep learning     deep convolutional neural network     high-dimensional samples    

Competitive binary multi-objective grey wolf optimizer for fast compact antenna topology optimization Research Article

Jian DONG, Xia YUAN, Meng WANG

Frontiers of Information Technology & Electronic Engineering 2022, Volume 23, Issue 9,   Pages 1390-1406 doi: 10.1631/FITEE.2100420

Abstract: effectiveness of our method in reducing the computational cost is validated by an example of a compact high-isolationdual-band multiple-input multiple-output (MIMO) antenna with high-dimensional mixed design variables

Keywords: Antenna topology optimization     Multi-objective grey wolf optimizer     High-dimensional mixed variables    

Applicability of high dimensional model representation correlations for ignition delay times of n-heptane

Wang LIU, Jiabo ZHANG, Zhen HUANG, Dong HAN

Frontiers in Energy 2019, Volume 13, Issue 2,   Pages 367-376 doi: 10.1007/s11708-018-0584-9

Abstract: In this paper, the random sampling-high dimensional model representation (RS-HDMR) methods were employed

Keywords: ignition delay     random sampling     high dimensional model representation     n-heptane     fuel kinetics    

Three-dimensional composite Li metal anode by simple mechanical modification for high-energy batteries

Frontiers in Energy 2023, Volume 17, Issue 5,   Pages 569-584 doi: 10.1007/s11708-023-0875-7

Abstract: to be the “Holy Grail” among all anode materials for next-generation Li-based batteries due to its highIt is well accepted that the construction of three-dimensional (3D) composite Li metal anode could tackleIn spite of their effectiveness, these procedures bring multiple complex processing steps, high temperature

Keywords: lithium (Li)-ion battery (LIB)     Li metal battery     three-dimensional (3D) composite Li metal anode     mechanical    

Design and calibration of a new high-definition three-dimensional laparoscopic system

Jia TANG,Li-qiang WANG,Bo YUAN,Hong JIANG,Qi-ming ZHU

Frontiers of Information Technology & Electronic Engineering 2015, Volume 16, Issue 1,   Pages 79-84 doi: 10.1631/FITEE.1400149

Abstract: We present a high-definition (HD) 3D laparoscopic system including a dual channel optical system, twoThis laparoscopic system is capable of outputting dual high-definition videos and providing vivid 3D

Keywords: Dual optical channels     Three dimensional     Camera calibration     Pinhole model     Depth measurement     Laparoscopic    

flavonol-based colorimetric and turn-on fluorescent probe for rapid determination of hydrazine in real water samples

Frontiers of Chemical Science and Engineering 2023, Volume 17, Issue 1,   Pages 24-33 doi: 10.1007/s11705-022-2171-1

Abstract: This probe was employed for determining trace hydrazine in different environmental water samples.

Keywords: cinnamaldehyde     3-hydroxychromone derivative     hydrazine     fluorescent probe    

Fictitious soil pile model for dynamic analysis of pipe piles under high-strain conditions

Frontiers of Structural and Civil Engineering   Pages 915-934 doi: 10.1007/s11709-023-0907-8

Abstract: soil pile (FSP) model is developed to simulate the behavior of pipe piles with soil plugs undergoing high-strain

Keywords: fictitious soil pile     soil plug     pipe piles     high-strain dynamic analysis     one-dimensional wave theory    

Two-dimensional SnS2 nanosheets on Prussian blue template for high performance sodium ion batteries

Glenn J. Sim, Kakui Ma, Zhixiang Huang, Shaozhuan Huang, Ye Wang, Huiying Yang

Frontiers of Chemical Science and Engineering 2019, Volume 13, Issue 3,   Pages 493-500 doi: 10.1007/s11705-019-1826-z

Abstract: Three-dimensional Prussian blue (PB) nanostructures was obtained via a one-step hydrothermal method.Subsequently, two-dimensional tin disulfide (SnS ) nanosheets were grown onto PB through a facile hydrothermal

Keywords: Prussian blue     carbon nanocubes     tin disulfide     sodium ion batteries    

Analysis of physical properties of gas hydrate-bearing unconsolidated sediment samples from the ultra-deepwater

Frontiers in Energy 2022, Volume 16, Issue 3,   Pages 509-520 doi: 10.1007/s11708-021-0786-4

Abstract: study presents comprehensive measurement results and analysis of drilled hydrate-bearing sediments samplesThe results show that the gas hydrate in the core samples is mainly methane hydrate with a methane contentThe saturation of the samples fluctuates from 2%–60%, the porosity is approximately 38%–43%, and thewater content is approximately 30%–50%, which indicate that high water saturation means that timely drainageIn addition, the median diameter of the sediment samples is mainly distributed in the range of 15 to

Keywords: natural gas hydrates     physical properties analysis     hydrate-bearing sediments    

Determination of aniline derivatives in water samples after preconcentration with oxidized multiwalled

Hideyuki KATSUMATA, Yuta ODA, Satoshi KANECO, Tohru SUZUKI, Kiyohisa OHTA

Frontiers of Chemical Science and Engineering 2012, Volume 6, Issue 3,   Pages 270-275 doi: 10.1007/s11705-012-1298-x

Abstract: derivatives, such as 2-nitroaniline (2-NA), 4-nitroaniline (4-NA), and 2,4-dichloroaniline (2,4-DCA) in water samplesAnilines were extracted onto OMWCNT disk and then determined by high performance liquid chromatographymethod was successfully applied to the determination of aniline compounds in river water sample with high

Keywords: aniline determination     solid-phase extraction     oxidized multiwalled carbon nanotubes     water sample     HPLC-UV    

Real-Time Four-Dimensional Trajectory Generation Based on Gain-Scheduling Control and a High-Fidelity Article

Olusayo Obajemu, Mahdi Mahfouf, Lohithaksha M. Maiyar, Abrar Al-Hindi, Michal Weiszer, Jun Chen

Engineering 2021, Volume 7, Issue 4,   Pages 495-506 doi: 10.1016/j.eng.2021.01.009

Abstract: However, state-of-the-art routing and scheduling algorithms for airport ground movements do not consider high-fidelityThis paper proposes a new approach for generating efficient four-dimensional trajectories (4DTs) on thebasis of a high-fidelity aircraft model and gainscheduling control strategy.

Keywords: Aircraft model     Intelligent taxiing     Optimization     Four-dimensional trajectory    

Three-dimensional stability analysis of the dam foundation at Baise

XU Qianjun, LI Xu, CHEN Zuyu

Frontiers of Structural and Civil Engineering 2007, Volume 1, Issue 2,   Pages 217-221 doi: 10.1007/s11709-007-0026-y

Abstract: It is usually difficult to determine the actual safety factors of rock masses in an ordinary two-dimensionalIn addition to the actual slope, arch dam abutment, and the actual foundation of a high building, anotherA three-dimensional stability analysis method based on the upper-bound theorem was employed to solveThe other pattern is the foundation slide along the planes across the bottom of the high steps in thethat a special overflow dam monolith can be considered to be safe in case of considering the three dimensional

Keywords: ordinary two-dimensional     randomly     monolith     three-dimensional stability     different    

A hybrid deep learning model for robust prediction of the dimensional accuracy in precision milling of

Frontiers of Mechanical Engineering 2022, Volume 17, Issue 3, doi: 10.1007/s11465-022-0688-0

Abstract: The use of artificial intelligence to process sensor data and predict the dimensional accuracy of machinedIn this study, we develop a predictive model of the dimensional accuracy for precision milling of thin-walledfeatures of a structural component—squares, slots, and holes—into various categories based on their dimensionalerrors (i.e., “high precision,” “pass,” and “unqualified”).data collected during the milling experiments, the proposed model proved to be capable of predicting dimensional

Keywords: precision milling     dimensional accuracy     cutting force     convolutional neural networks     coherent noise    

Electronic and mechanical responses of two-dimensional HfS

Mohammad SALAVATI

Frontiers of Structural and Civil Engineering 2019, Volume 13, Issue 2,   Pages 486-494 doi: 10.1007/s11709-018-0491-5

Abstract: During the last decade, numerous high-quality two-dimensional (2D) materials with semiconducting electronic

Keywords: 2D materials     mechanical     electronic     DFT    

A dimensional analysis on asphalt binder fracture and fatigue cracking

Qian ZHAO, Zhoujing YE

Frontiers of Structural and Civil Engineering 2018, Volume 12, Issue 2,   Pages 201-206 doi: 10.1007/s11709-017-0402-1

Abstract: In this paper, we present a new comprehensive approach, which consists both of dimensional analysis usingIt is discovered that the dimensional analysis could provide a new perspective to analyze the asphalt

Keywords: Dimensional analysis     asphalt     fracture     fatigue cracking    

Title Author Date Type Operation

Multi-model ensemble deep learning method for intelligent fault diagnosis with high-dimensional samples

Xin ZHANG, Tao HUANG, Bo WU, Youmin HU, Shuai HUANG, Quan ZHOU, Xi ZHANG

Journal Article

Competitive binary multi-objective grey wolf optimizer for fast compact antenna topology optimization

Jian DONG, Xia YUAN, Meng WANG

Journal Article

Applicability of high dimensional model representation correlations for ignition delay times of n-heptane

Wang LIU, Jiabo ZHANG, Zhen HUANG, Dong HAN

Journal Article

Three-dimensional composite Li metal anode by simple mechanical modification for high-energy batteries

Journal Article

Design and calibration of a new high-definition three-dimensional laparoscopic system

Jia TANG,Li-qiang WANG,Bo YUAN,Hong JIANG,Qi-ming ZHU

Journal Article

flavonol-based colorimetric and turn-on fluorescent probe for rapid determination of hydrazine in real water samples

Journal Article

Fictitious soil pile model for dynamic analysis of pipe piles under high-strain conditions

Journal Article

Two-dimensional SnS2 nanosheets on Prussian blue template for high performance sodium ion batteries

Glenn J. Sim, Kakui Ma, Zhixiang Huang, Shaozhuan Huang, Ye Wang, Huiying Yang

Journal Article

Analysis of physical properties of gas hydrate-bearing unconsolidated sediment samples from the ultra-deepwater

Journal Article

Determination of aniline derivatives in water samples after preconcentration with oxidized multiwalled

Hideyuki KATSUMATA, Yuta ODA, Satoshi KANECO, Tohru SUZUKI, Kiyohisa OHTA

Journal Article

Real-Time Four-Dimensional Trajectory Generation Based on Gain-Scheduling Control and a High-Fidelity

Olusayo Obajemu, Mahdi Mahfouf, Lohithaksha M. Maiyar, Abrar Al-Hindi, Michal Weiszer, Jun Chen

Journal Article

Three-dimensional stability analysis of the dam foundation at Baise

XU Qianjun, LI Xu, CHEN Zuyu

Journal Article

A hybrid deep learning model for robust prediction of the dimensional accuracy in precision milling of

Journal Article

Electronic and mechanical responses of two-dimensional HfS

Mohammad SALAVATI

Journal Article

A dimensional analysis on asphalt binder fracture and fatigue cracking

Qian ZHAO, Zhoujing YE

Journal Article