Obálka

Modeling, Optimization and Design Method of Metal Manufacturing Processes

Metal manufacturing is a fundamental and indispensable technology in the processing of raw metals into desired products, which significantly promotes the development of industry and society overall. This book presents original research and a state of the art review of contemporary metal manufacturin...

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Médium: Online
Jazyk:angličtina
Vydáno: MDPI - Multidisciplinary Digital Publishing Institute 2023
Témata:
machine learning
reinforcement learning
Q-learning
steelmaking process CAS-OB
decision-support system
optimisation algorithm
3D auxetic structures
selective laser melting
micro assembled
structural surface layer model
A380 alloy
Ca
AlFeSi phase
refine
micro-cutting
grain size
surface integrity
cutting forces
chip formation
OFHC copper C102
amorphous alloys
Fe-based amorphous alloys
difficult-to-machine
assisted machining
high-frequency PCB
drilling
coating technology
tool wear
hot filament chemical vapor deposition
PCBN tool
gray cast iron
surface quality
temperature prediction
weighted regularized extreme learning machine
just-in-time learning
sample similarities
variable correlations
tool edge preparation
orthogonal cutting
numerical simulation
ANOVA
temperature
stress
ECAP
metallic materials
processing parameters
deformation mechanism
n/a
thema EDItEUR::K Economics, Finance, Business and Management::KJ Business and Management::KJC Business strategy
thema EDItEUR::K Economics, Finance, Business and Management::KN Industry and industrial studies::KND Manufacturing industries
On-line přístup:ONIX_20230105_9783036560342_100
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Shrnutí:Metal manufacturing is a fundamental and indispensable technology in the processing of raw metals into desired products, which significantly promotes the development of industry and society overall. This book presents original research and a state of the art review of contemporary metal manufacturing processes, especially in the modeling, optimization, and design of the manufacturing processes. This book covers topics such as machine learning algorithms in manufacturing metal products, the fabrication and optimization of mechanical properties of metals, and numerical simulations and experiments in the machining of metals. The book presents some essential theories and successful manufacturing techniques for the low-cost and highly efficient production of metals.

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