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Chapter and Conference Paper
A Stacked Autoencoder Based Meta-Learning Model for Global Optimization
As optimization problems continue to become more complex, previous studies have demonstrated that algorithm performance varies depending on the specific problem being addressed. Thus, this study proposes an ad...
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Article
Degradation principle of machines influenced by maintenance
Maintenance is important for the service of products and it is different from repair because repair focuses on the time node when the products break down, which is a qualitative problem, but maintenance pays m...
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Chapter and Conference Paper
Data-Driven Recommendation Model with Meta-learning Autoencoder for Algorithm Selection
To improve the efficiency of problem-solving for complex optimization problems, meta-learning was applied in algorithm selection to choose the most appropriate algorithm recently. However, the common meta-lear...
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Chapter
Improving Innovative Design of Industries in an All-Round Way
Efforts will be made to improve the innovative design capabilities of advanced manufacturing industries and strategic emerging industries. Major breakthroughs will be made in key technologies and system integr...
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Article
Top-level scenario planning and overall framework of smart manufacturing implementation system (SMIS) for enterprise
In the current trend of smart manufacturing, the architecture of smart manufacturing is gradually proposed by many countries in the world. Main components, elements, functions, and relationships of these smart...
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Article
An overall framework and subsystems for smart manufacturing integrated system (SMIS) from multi-layers based on multi-perspectives
In the tide of smart manufacturing in the world, many countries have put forward their own reference frameworks for smart manufacturing system. Based on the framework of smart manufacturing system (SMS) propos...
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Article
Open AccessHydrogenation-controlled phase transition on two-dimensional transition metal dichalcogenides and their unique physical and catalytic properties
Two-dimensional (2D) transition metal dichalcogenides (TMDs) have been widely used from nanodevices to energy harvesting/storage because of their tunable physical and chemical properties. In this work, we syst...
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Article
Open AccessEffect of Do** on Hydrogen Evolution Reaction of Vanadium Disulfide Monolayer
As cheap and abundant materials, transitional metal dichalcogenide monolayers have attracted increasing interests for their application as catalysts in hydrogen production. In this work, the hydrogen evolution...