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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: network was researched on the basis of the training-studying samples that were obtained in the orthogonal testOn the same test condition and orthogonal test type, the self-contained orthogonal sample with largeA new test-design approach was put forward.Namely, the self-contained orthogonal sample was obtained through the orthogonal test, and then, the

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

Analytical approach to robust design of nonlinear mechanical systems

Jian ZHANG, Nengsheng BAO, Guojun ZHANG, Peihua GU

Frontiers of Mechanical Engineering 2009, Volume 4, Issue 2,   Pages 203-214 doi: 10.1007/s11465-009-0022-0

Abstract: a model for describing the relationships among functional requirements, structural characteristics, designBased on the robust design principle, an optimization model was developed.Combining this optimization model and the Taguchi method for robust design, an analysis was carried outThe characteristics of the system determine how design parameters affect the functional requirementsNonlinearity of the system can facilitate the selection of design parameters to achieve the required

Keywords: robust     design     nonlinear    

A “Sequential Design of Simulations” approach for exploiting and calibrating discrete element simulations

Frontiers of Chemical Science and Engineering 2022, Volume 16, Issue 6,   Pages 874-885 doi: 10.1007/s11705-021-2131-1

Abstract: The flow behaviours of cohesive particles in the ring shear test were simulated and examined using discreteA full factorial design was used as a screening design to reveal the effects of material properties ofAn augmented design extending the screening design to a response surface design was constructed to establishsurface designs were validated and compared with shear stresses measured from the Schulze ring shear testof Simulations” approach.

Keywords: discrete element method     cohesive materials     parameter calibration     ring shear cell     design of experiments    

Robust design approach to the minimization of functional performance variations of products and systems

J. ZHANG, H. DU, D. XUE, P. GU

Frontiers of Mechanical Engineering 2021, Volume 16, Issue 2,   Pages 379-392 doi: 10.1007/s11465-020-0607-1

Abstract: systems are often used to measure the qualities of products and systems considering the changes in the designA robust design approach has been developed in this research to minimize the functional performance variationsconfigurations and parameters, and design parameter uncertainties.A case study on the design of a truss system has been conducted.parameter uncertainties can be reduced significantly using the new robust design approach.

Keywords: product design     robust design     design optimization     uncertainties    

Observer design for induction motor: an approach based on the mean value theorem

Mohamed Yacine HAMMOUDI,Abdelkarim ALLAG,Mohamed BECHERIF,Mohamed BENBOUZID,Hamza ALLOUI

Frontiers in Energy 2014, Volume 8, Issue 4,   Pages 426-433 doi: 10.1007/s11708-014-0314-x

Abstract: In this paper, observer design for an induction motor has been investigated.Finally, the simulation results are given to show the performance of the observer design.

Keywords: observer design     differential mean value theorem (DMVT)     sector nonlinearity transformation     linear matrix    

A decomposition approach to the design of a multiferroic memory bit

Ruben ACEVEDO, Cheng-Yen LIANG, Gregory P. CARMAN, Abdon E. SEPULVEDA

Frontiers of Mechanical Engineering 2017, Volume 12, Issue 2,   Pages 215-223 doi: 10.1007/s11465-017-0446-x

Abstract:

The objective of this paper is to present a methodology for the design of a memory bit to minimizeThe memory bit geometry, actuation mechanism and voltage control law were used as design variables.The approach used was to decompose the overall design process into simpler sub-problems whose structurethe number of fully dynamic coupled finite element analyses required to converge to a near optimal design, thus decreasing the computational time for the design process.

Keywords: multiferroics     nano memory     piezoelectric     optimization    

Eco-innovative design approach: Integrating quality and environmental aspects in prioritizing and solving

Mahmoud CHAKROUN,Grigore GOGU,Thomas PACAUD,Fran?ois THIRION

Frontiers of Mechanical Engineering 2014, Volume 9, Issue 3,   Pages 203-217 doi: 10.1007/s11465-014-0308-8

Abstract:

This study proposes an eco-innovative design process taking into consideration quality and environmentalThis approach provides a synergy between the Life Cycle Assessment (LCA), the non-quality matrix, the, the morphological analysis offers the possibility of extending the search space of solutions in a design

Keywords: eco-innovation     non-quality matrix     TRIZ     composted product spreading    

Concepts and implementation of strain-based criteria in design codes for steel structures

Reidar BJORHOVDE

Frontiers of Structural and Civil Engineering 2012, Volume 6, Issue 3,   Pages 210-216 doi: 10.1007/s11709-012-0165-7

Abstract: A uniaxial tension test is commonly used to determine the mechanical properties of steel, but it hasThe test was developed as a consensus solution by producers, fabricators, designers and code writers,The paper addresses the properties of a range of structural steels, how these are incorporated into design

Keywords: steel     stress-strain characteristics     tension test     strain design     actual behavior     improved design codes    

Improved approach to quality function deployment based on Pythagorean fuzzy sets and application to assemblyrobot design evaluation

Huchang LIAO, Yinghan CHANG, Di WU, Xunjie GOU

Frontiers of Engineering Management 2020, Volume 7, Issue 2,   Pages 196-203 doi: 10.1007/s42524-019-0038-z

Abstract: With the QFD method, companies could design or improve the quality of products or services close to CRsLastly, we apply the proposed method to a case study on assembly robot design evaluation.

Keywords: quality function deployment     Pythagorean fuzzy sets     group consensus     combined weights     assembly robot design    

A multi-attribute decision making approach of mix design based on experimental soil characterization

Amit K. BERA, Tanmoy MUKHOPADHYAY, Ponnada J. MOHAN, Tushar K. DEY

Frontiers of Structural and Civil Engineering 2018, Volume 12, Issue 3,   Pages 361-371 doi: 10.1007/s11709-017-0425-7

Abstract: In this article, a novel multi-attribute decision making (MADM) based approach of mix design has beenExperimental investigation has been carried out in this study to illustrate the proposed approach of

Keywords: silty sand     bentonite soil     soil mix design     multi-attribute decision making    

Fault evolution-test dependency modeling for mechanical systems

Xiao-dong TAN,Jian-lu LUO,Qing LI,Bing LU,Jing QIU

Frontiers of Information Technology & Electronic Engineering 2015, Volume 16, Issue 10,   Pages 848-857 doi: 10.1631/FITEE.1500011

Abstract: So, it is necessary to study the design for testability (DFT).improve the testability performance of mechanical systems for tracking fault growth, a fault evolution-test

Keywords: Mechanical systems     Design for testability (DFT)     Fault evolution-test dependency model (FETDM)    

Sustainability of steel structures: towards an integrated approach to life-time engineering design

Raffaele LANDOLFO, Lucrezia CASCINI, Francesco PORTIOLI

Frontiers of Structural and Civil Engineering 2011, Volume 5, Issue 3,   Pages 304-314 doi: 10.1007/s01709-011-0123-9

Abstract: constructions covers a number of branches such as life-cycle costing, ecology, durability and even structural designSeveral procedures and design tools have been implemented in the framework of international research.as a whole all the sustainability requirements according to time-dependent multi-performance-based designA special focus is devoted to the durability design of metal structures with respect to the degradationFinally a proposal towards an integrated approach to life-time engineering design of steel structures

Keywords: sustainability     life-time engineering     performance based design     durability     metal structures    

Design approach for single piston hydraulic free piston diesel engines

Wei WU, Shihua YUAN, Jibin HU, Chongbo JING,

Frontiers of Mechanical Engineering 2009, Volume 4, Issue 4,   Pages 371-378 doi: 10.1007/s11465-009-0069-y

Abstract: conventional diesel engines and this provides a theoretical basis for controlling and optimizing the designThe design of the proposed engine intended as a power supply for a hydraulic propulsion vehicle is presentedprototype engine are analyzed and the results indicate the rationality and feasibility of the engine design

Keywords: free piston engine (FPE)     diesel engine     hydraulic equipment     simulation     experiment    

Design of a shaking table test box for a subway station structure in soft soil

YANG Linde, ZHENG Yonglai, ZHANG Dongliang, JI Qianqian, YANG Chao

Frontiers of Structural and Civil Engineering 2007, Volume 1, Issue 2,   Pages 194-197 doi: 10.1007/s11709-007-0022-2

Abstract: A reasonable choice of structure of a model box is significant for a shaking table test to be successfulA model box has been designed for the shaking table test of a subway station structure in the soft soilThe structure is strong enough to avoid being demolished by shaking during a test.The contact conditions between the model soil and box are clear to help the data gained from the teststation structure very well, so it provides a firm foundation for the success of the shaking table test

Keywords: geotechnical engineering     numerical analysis     weight     dynamic analysis     Shanghai    

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

Mustafizur Rahman: An Approach towards Extreme Design and Manufacturing(2019.10.10)

23 Apr 2021

Conference Videos

Analytical approach to robust design of nonlinear mechanical systems

Jian ZHANG, Nengsheng BAO, Guojun ZHANG, Peihua GU

Journal Article

A “Sequential Design of Simulations” approach for exploiting and calibrating discrete element simulations

Journal Article

Robust design approach to the minimization of functional performance variations of products and systems

J. ZHANG, H. DU, D. XUE, P. GU

Journal Article

Observer design for induction motor: an approach based on the mean value theorem

Mohamed Yacine HAMMOUDI,Abdelkarim ALLAG,Mohamed BECHERIF,Mohamed BENBOUZID,Hamza ALLOUI

Journal Article

A decomposition approach to the design of a multiferroic memory bit

Ruben ACEVEDO, Cheng-Yen LIANG, Gregory P. CARMAN, Abdon E. SEPULVEDA

Journal Article

Eco-innovative design approach: Integrating quality and environmental aspects in prioritizing and solving

Mahmoud CHAKROUN,Grigore GOGU,Thomas PACAUD,Fran?ois THIRION

Journal Article

Concepts and implementation of strain-based criteria in design codes for steel structures

Reidar BJORHOVDE

Journal Article

Improved approach to quality function deployment based on Pythagorean fuzzy sets and application to assemblyrobot design evaluation

Huchang LIAO, Yinghan CHANG, Di WU, Xunjie GOU

Journal Article

A multi-attribute decision making approach of mix design based on experimental soil characterization

Amit K. BERA, Tanmoy MUKHOPADHYAY, Ponnada J. MOHAN, Tushar K. DEY

Journal Article

Fault evolution-test dependency modeling for mechanical systems

Xiao-dong TAN,Jian-lu LUO,Qing LI,Bing LU,Jing QIU

Journal Article

Sustainability of steel structures: towards an integrated approach to life-time engineering design

Raffaele LANDOLFO, Lucrezia CASCINI, Francesco PORTIOLI

Journal Article

Design approach for single piston hydraulic free piston diesel engines

Wei WU, Shihua YUAN, Jibin HU, Chongbo JING,

Journal Article

Design of a shaking table test box for a subway station structure in soft soil

YANG Linde, ZHENG Yonglai, ZHANG Dongliang, JI Qianqian, YANG Chao

Journal Article