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Research on the Forecast of the BP Neural Network Based on the Orthogonal Test

Cai Anhui,Liu Yonggang,Sun Guoxiong

Strategic Study of CAE 2003, Volume 5, Issue 7,   Pages 67-71

Abstract: The self-contained orthogonal sample was the basic training and studying cell.On the same test condition and orthogonal test type, the self-contained orthogonal sample with largeNamely, the self-contained orthogonal sample was obtained through the orthogonal test, and then, thevalues of all other samples whose factors were the same as that of the self-contained orthogonal sample

Keywords： BP neural network     orthogonal test     strategy     design-test approach     sample collection    

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Experiment and optimal design of a collection device for a residual plastic film baler

Qi NIU,Xuegeng CHEN,Chao JI,Jie WU

Frontiers of Agricultural Science and Engineering 2015, Volume 2, Issue 4,   Pages 347-354 doi: 10.15302/J-FASE-2015077

Abstract: It is imperative to carry out research on residual plastic film collection technology to solve the seriousThe residual plastic film baler was designed as a package for film strip collection, cleaning and balingThe collection device is a core component of the baler.The results show that the factors affecting the collection rate of residual film and the impurity ofFor the collection rate, the importance of the three factors are in the order, .

Keywords： residual film     collection device     collection rate of residual film     impurity of film package     optimization    

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Permeability testing of drilling core sample from pavement

WANG Suda, TANG Zhengguang, NING Xiaojun, WU Peiguan, XING Pingyi

Frontiers of Structural and Civil Engineering 2008, Volume 2, Issue 4,   Pages 391-394 doi: 10.1007/s11709-008-0045-3

Abstract: New equipment is used to measure the permeability coefficient of the pavement drilling core sample and

Keywords： province     material     feasible     permeability coefficient     equipment    

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Air bearing center cross gap of neutron stress spectrometer sample table support system

Yang LI,Yunxin WU,Hai GONG,Xiaolei FENG

Frontiers of Mechanical Engineering 2016, Volume 11, Issue 4,   Pages 403-411 doi: 10.1007/s11465-016-0405-y

Abstract:

A support system is the main load-bearing component of sample table for neutron stress spectrometerThe neutron stress spectrometer sample table was introduced, and the scheme for air bearing combination

Keywords： neutron stress spectrometer     sample table     support system     air bearing     center cross gap     simulation     experiment    

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A case study on sample average approximation method for stochastic supply chain network design problem

Yuan WANG, Ruyan SHOU, Loo Hay LEE, Ek Peng CHEW

Frontiers of Engineering Management 2017, Volume 4, Issue 3,   Pages 338-347 doi: 10.15302/J-FEM-2017032

Abstract: Deterministic equivalent model with nonanticipativity constraints, branch-and-fix coordination, sample

Keywords： supply chain network     stochastic demand     sampling average approximation     Bayesian bootstrap     Latin hypercube sampling    

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Management innovation of Chang’e-5 project

Frontiers of Engineering Management 2021, Volume 8, Issue 4,   Pages 620-626 doi: 10.1007/s42524-021-0165-1

Keywords： lunar exploration     sample return     systems engineering     project management    

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Optimal Design of Aperture Illuminations for Microwave Power Transmission with Annular Collection Areas Article

Xun Li, Baoyan Duan, Yiqun Zhang, Yongxin Guo

Engineering 2023, Volume 30, Issue 11,   Pages 63-74 doi: 10.1016/j.eng.2023.07.016

Abstract: optimal design method of antenna aperture illumination for microwave power transmission with an annular collectionThe objective is to maximize the ratio of the power radiated on the annular collection area to the total

Keywords： Microwave power transmission     Beam collection efficiency     Ring-shaped beam     Annular collection area    

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Research and experience on industrial collection and application model for agricultural and forestry

Zhuang Huiyong,Zhang Yanru,Tian Yalin,Wang Gehua

Strategic Study of CAE 2011, Volume 13, Issue 2,   Pages 101-106

Abstract: achieve the goal of constructing and perfecting China agricultural and forestry biomass industrial collection

Keywords： biomass     industrial     collection model    

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Layered alkali titanates (ATiO): possible uses for energy/environment issues

Frontiers in Energy 2021, Volume 15, Issue 3,   Pages 631-655 doi: 10.1007/s11708-021-0776-6

Abstract: The ion exchange ability of layered alkali titanate is used for the collection of metal ions from water

Keywords： layered alkali titanates     photocatalysis     hydrogen evdution     metal ions collection    

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In quest of the origin of ancient northern city of China: An implication from the Book of Odes

DAI Fudong

Frontiers of Structural and Civil Engineering 2007, Volume 1, Issue 4,   Pages 389-392 doi: 10.1007/s11709-007-0052-9

Abstract: Sorting out some paragraphs in (collection of the earliest poetry in China), this paper makes analysis

Keywords： analysis     construction     formation     collection     paragraphs    

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A novel gradient climbing control for seeking the best communication point for data collection from a Research Papers

Jiu-cai JIN, Jie ZHANG, Zhi-chao LV

Frontiers of Information Technology & Electronic Engineering 2019, Volume 20, Issue 6,   Pages 751-759 doi: 10.1631/FITEE.1700732

Abstract:

A novel controller for finding the best communication point is proposed for collecting data from a seabed platform by a single unmanned surface vehicle (USV) using underwater acoustic communication (UAC). As far as we know, extremum seeking based on climbing control is usually implemented by multiple vehicles or agents because of the large range of measurement and easy acquisition of gradient estimation. A single vehicle cannot rapidly estimate the field because of the limited extent for measurement; therefore, it is difficult for a single vehicle to seek the extremum point in a field. In this study, an oscillation motion (OM) is designed for a single USV to acquire UAC’s link strength data between the seabed platform and the USV. The field for UAC’s link strength is updated using new measurement from an OM of the USV based on a multi-variable weight linear iteration method. A controller for seeking the best UAC’s point of the USV is designed using gradient climbing and artificial potential considering iterative estimation of an unknown field and an OM operation, and the stability is proved. The reliability and efficiency are shown in simulation results.

Keywords： Unmanned surface vehicle     Data collection     Underwater acoustic communication     Gradient climbing     Extremum    

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Detailed analysis of PCBs and PCDD/Fs impurities in a dielectric oil sample (ASKAREL Nr 1740) from an

Jun HUANG, Yamei HUI, Toru MATSUMURA, Gang YU, Shubo DENG, Makoto YAMAUCHI, Changmin WU, Norimasa YAMAZAKI

Frontiers of Environmental Science & Engineering 2014, Volume 8, Issue 2,   Pages 195-204 doi: 10.1007/s11783-013-0527-y

Abstract: High similarity in the homolog profile between the oil sample and Aroclor 1260 was found, with the hexachlorinated

Keywords： profiles of polychlorinated biphenyls (PCBs)     polychlorinated dibenzo-p-dioxins (PCDDs)     polychlorinated dibenzofurans (PCDFs)     Askarel transformer     insulating fluid    

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Research on Sunlight Collecting and Illuminating System

Zhang Yaoming

Strategic Study of CAE 2002, Volume 4, Issue 9,   Pages 63-68

Abstract: It is noted that the future development is aimed at the research of light collection and photovoltation

Keywords： sunlight collection     optical fiber     tracking     illumination    

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Dynamic behavior of stormwater quality parameters in South Texas

Xubin PAN, Jingyi ZHANG, Wei-Ta FANG, Kim D. JONES

Frontiers of Environmental Science & Engineering 2012, Volume 6, Issue 6,   Pages 825-830 doi: 10.1007/s11783-012-0465-0

Abstract: Multi-sample per-event approaches recommended based on the complexity of the hydrograph and different

Keywords： event mean concentration     first flush     multi-sample per event     ecohydrology    

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Wasserstein GAN-Based Small-Sample Augmentation for New-Generation Artificial Intelligence: A Case Study Article

Yufei Liu, Yuan Zhou, Xin Liu, Fang Dong, Chang Wang, Zihong Wang

Engineering 2019, Volume 5, Issue 1,   Pages 156-163 doi: 10.1016/j.eng.2018.11.018

Abstract: of labeled samples, which restricts the application of deep learning in an environment with a small sampleThe GAN was trained with the training set to generate synthetic sample data, which enlarged the trainingtested with the test set, and the effectiveness of the approach for multi-classification with a small sampleempirical case, the approach was then applied to identify the stages of cancers with a small labeled sample

Keywords： Artificial intelligence     Generative adversarial network     Deep neural network     Small sample size     Cancer    

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Title Author Date Type Operation

Research on the Forecast of the BP Neural Network Based on the Orthogonal Test

Cai Anhui,Liu Yonggang,Sun Guoxiong

Journal Article

Experiment and optimal design of a collection device for a residual plastic film baler

Qi NIU,Xuegeng CHEN,Chao JI,Jie WU

Journal Article

Permeability testing of drilling core sample from pavement

WANG Suda, TANG Zhengguang, NING Xiaojun, WU Peiguan, XING Pingyi

Journal Article

Air bearing center cross gap of neutron stress spectrometer sample table support system

Yang LI,Yunxin WU,Hai GONG,Xiaolei FENG

Journal Article

A case study on sample average approximation method for stochastic supply chain network design problem

Yuan WANG, Ruyan SHOU, Loo Hay LEE, Ek Peng CHEW

Journal Article

Management innovation of Chang’e-5 project

Journal Article

Optimal Design of Aperture Illuminations for Microwave Power Transmission with Annular Collection Areas

Xun Li, Baoyan Duan, Yiqun Zhang, Yongxin Guo

Journal Article

Research and experience on industrial collection and application model for agricultural and forestry

Zhuang Huiyong,Zhang Yanru,Tian Yalin,Wang Gehua

Journal Article

Layered alkali titanates (ATiO): possible uses for energy/environment issues

Journal Article

In quest of the origin of ancient northern city of China: An implication from the Book of Odes

DAI Fudong

Journal Article

A novel gradient climbing control for seeking the best communication point for data collection from a

Jiu-cai JIN, Jie ZHANG, Zhi-chao LV

Journal Article

Detailed analysis of PCBs and PCDD/Fs impurities in a dielectric oil sample (ASKAREL Nr 1740) from an

Jun HUANG, Yamei HUI, Toru MATSUMURA, Gang YU, Shubo DENG, Makoto YAMAUCHI, Changmin WU, Norimasa YAMAZAKI

Journal Article

Research on Sunlight Collecting and Illuminating System

Zhang Yaoming

Journal Article

Dynamic behavior of stormwater quality parameters in South Texas

Xubin PAN, Jingyi ZHANG, Wei-Ta FANG, Kim D. JONES

Journal Article

Wasserstein GAN-Based Small-Sample Augmentation for New-Generation Artificial Intelligence: A Case Study

Yufei Liu, Yuan Zhou, Xin Liu, Fang Dong, Chang Wang, Zihong Wang

Journal Article