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An estimation methodology of energy consumption for the intelligent CNC machining using STEP-NC
With the in-depth integration of intelligent manufacturing and energy-efficient manufacturing, energy consumption should be taken as an important...
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Intelligent Machining Systems for Robotic End-Effectors: State-of-the-Art and Toward Future Directions
This review paper delves into the advancements brought about by Industry 4.0 in the realm of intelligent machining systems for robotic end-effectors....
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Novel intelligent reasoning system for tool wear prediction and parameter optimization in intelligent milling
Accurate intelligent reasoning systems are vital for intelligent manufacturing. In this study, a new intelligent reasoning system was developed for...
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An intelligent parameters optimization method of titanium alloy belt grinding considering machining efficiency and surface quality
Abrasive belt grinding is widely used in typical difficult materials such as titanium alloy, due to its lower grinding temperature and flexible...
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A STEP-NC complaint and feature-based solution for intelligent process planning
Computer-aided process planning, as the link between designing and machining, is expected to move towards being of more automation and intelligence...
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Computational optimization of a steel A-36 monolithic mechanism by bonobo algorithm and intelligent model for precision machining application
Monolithic mechanism is a potential mechanism for used in precision machining applications. However, it exhibits the limited problems of the resonant...
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Tool wear intelligent monitoring techniques in cutting: a review
Tool wear is inevitable in cutting process. If tool wear failure is not detected in time, it will lead to abnormal cutting process and affect the...
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Generative AI and DT integrated intelligent process planning: a conceptual framework
Process planning serves as a critical link between design and manufacturing, exerting a pivotal influence on the quality and efficiency of...
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Cutting model integrated digital twin–based process monitoring in small-batch machining
The success of machining process automation hinges primarily on the effectiveness of the monitoring and adaptive control systems. A new digital...
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Quality control in multistage machining processes based on a machining error propagation event-knowledge graph
In multistage machining processes (MMPs), a clear understanding of the error accumulation, propagation, and evolution mechanisms between different...
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Mechanical Machining Process Optimization
Manufacturing process optimization, a key of intelligent manufacturing, seeks to identify process parameters that maximum the profitability of...
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Platform Supporting Intelligent Human–Machine Interface (HMI) Applications for Smart Machine Tools
As the Internet of Things, artificial intelligence, and the fourth industrial revolution advance, smart factories and machines increasingly gain...
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A rapid generation method of models in machining processes for real-time human–machine interaction with virtual-real fusion
The intelligent service of the digital twin machine tool provides convenience for the human operation interaction in the machine tool, and the...
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Intelligent smelting process, management system: Efficient and intelligent management strategy by incorporating large language model
In the steelmaking industry, enhancing production cost-effectiveness and operational efficiency requires the integration of intelligent systems to...
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Machining of Smart Materials Using Electric Discharge Machining: A Review
Defense, aerospace, and academia have all been interested in smart materials systems, even though the technology is still relatively new. Traditional...
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Investigation on Polymer Hybrid Composite Through CO2 Laser Machining for Precise Machining Conditions
Laser machining is a technique capable of achieving extremely precise material cutting using appropriate parameters. The research proposes a new...
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Experimental research on preparation and machining performance of porous electrode in electrical discharge machining
The present describes a porous electrode for electrical discharge machining (EDM) that can decrease the concentration of corrosion products in the...
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An intelligent hybrid optimization approach to improve the end milling performance of Incoloy 925 based on ANN-NSGA-II-ETOPSIS
To improve the machinability of Ni-based superalloy, optimization of tool nose radius and cutting parameters is one of the effective ways of dry...
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Equipment-process-strategy integration for sustainable machining: a review
Although the manufacturing industry has improved the quality of processing, optimization and upgrading must be performed to meet the requirements of...
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Machining of titanium metal matrix composites: a short review
Titanium matrix composites (TiMCs) exhibit superior mechanical properties (e.g., high-temperature strength, good wear-resistance performance,...
