A New Approach to Preform Design in Metal Forging Processes Based on the Convolution Neural Network
Applied Sciences, 2021 This study presents an innovative methodology for preform design in metal forging processes based on the convolution neural network (CNN) algorithm. The proposed approach extracts the features of inputted forging product geometries and utilizes them to ...
Seungro Lee +5 more
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Preform necessity and preform design at hot closed-die forging – a general design approach [PDF]
E3S Web of Conferences, 2023 The parts obtained by forging are better than those manufactured by any other metalworking process in many aspects. This determines their widespread use where human safety and reliability are critically important.
Radev Rossen
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Experimental and numerical analysis on cold forging of commercially pure aluminum [PDF]
Scientific ReportsNear net shape forging represents a manufacturing philosophy aimed at achieving components that closely approximate their final geometries in the as-forged state.
Khemraj Sahu +4 more
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A Review on the Production Methods and Applications of Graphene-Based Materials
Nanomaterials, 2021 Graphene-based materials in the form of fibres, fabrics, films, and composite materials are the most widely investigated research domains because of their remarkable physicochemical and thermomechanical properties.
Md Abdullah Al Faruque +4 more
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CNN-Based Ti-6242 Impeller Forging Process Design for Uniform Strain Distribution
Applied Sciences, 2023 In this study, we propose a systematic process design method using a convolutional neural network (CNN) for the uniform strain distribution of a Ti-6242 impeller during forging.
Kyungmin Kim +4 more
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Advances in Mechanical Engineering, 2023 This study used finite element analysis software DEFORM-3D to analyze the preform formability and die stress in the pre-forming process of forging automobile transmission components.
Ming-Yuan Chiang +4 more
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New co-drawing strategies for the fabrication of glass/polymer fibers [PDF]
EPJ Web of Conferences, 2023 Among the different fundamental aspects that govern the design and development of elongated multimaterial structures via the preform-to-fiber technique, material association methodologies hold a crucial role.
Strutynski Clément +8 more
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Fracture damage of integrated composite joint for fuselage structure under tensile loading
Xibei Gongye Daxue Xuebao, 2021 In order to solve the complex load transfer and structural design of the joint structures including skin, longeron and frame in the composite fuselage, the adhesively bonded integrated composite joint was designed.
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Numerical and experimental analyses of resin infusion manufacturing processes of composite materials [PDF]
, 2011 Liquid resin infusion (LRI) processes are promising manufacturing routes to produce large, thick, or complex structural parts. They are based on the resin flow induced, across its thickness, by a pressure applied onto a preform/resin stacking.
Drapier, Sylvain +4 more
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RTM production monitoring of the A380 hinge arm droop nose mechanism: a multi-sensor approach [PDF]
, 2016 his research presents a case study of production monitoring on an aerospace composite component: the hinge arm of the droop nose mechanism on the Airbus A380 wing leading edge.
Chiesura, Gabriele +7 more
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