[HTML][HTML] Sustainable CNC machining operations, a review

M Soori, FKG Jough, R Dastres, B Arezoo - Sustainable Operations and …, 2024 - Elsevier
To minimize the quantities of carbon emissions produced by the production process,
sustainable manufacturing should be implemented. CNC machining operations can be …

Machine learning and IoT-based approach for tool condition monitoring: A review and future prospects

MQ Tran, HP Doan, VQ Vu, LT Vu - Measurement, 2023 - Elsevier
Abstract In the “Industry 4.0” era, autonomous and self-adaptive industrial machining attracts
significant attention in professional manufacturing. This trend originates from the rising …

[HTML][HTML] The amalgamation of the object detection and semantic segmentation for steel surface defect detection

M Sharma, J Lim, H Lee - Applied Sciences, 2022 - mdpi.com
Steel surface defect detection is challenging because it contains various atypical defects.
Many studies have attempted to detect metal surface defects using deep learning and had …

[HTML][HTML] Machine-learning-and Internet-of-Things-driven techniques for monitoring tool wear in machining process: a comprehensive review

S Kasiviswanathan, S Gnanasekaran… - Journal of Sensor and …, 2024 - mdpi.com
Tool condition monitoring (TCM) systems have evolved into an essential requirement for
contemporary manufacturing sectors of Industry 4.0. These systems employ sensors and …

On-machine dimensional inspection: machine vision-based approach

A Taatali, SE Sadaoui, MA Louar… - The International Journal of …, 2024 - Springer
The contemporary industry has witnessed a significant transformative development with the
integration of artificial intelligence (AI) in various industrial systems, resulting in an …

Roundness Holes' Measurement for milled workpiece using machine vision inspection system based on IoT structure: A case study

Y Saif, Y Yusof, K Latif, AZA Kadir, M binti lliyas Ahmed… - Measurement, 2022 - Elsevier
Manufacturing Metrology is a vital aspect of the sophisticated industrial 4.0-based
manufacturing industry, as practically everything machined with certain metrological systems …

A technology framework for robotic profiling of blade edges based on model reconstruction and trajectory replanning

D Tian, K Zhuang, D Zhu - Journal of Manufacturing Processes, 2023 - Elsevier
Precision belt grinding of complex blades with an industrial robot is a great challenge owing
to the micro-features of blade edges as well as the flexible contact state, thereby resulting in …

Data integration for digital twins in industrial automation: A systematic literature review

G Hildebrandt, D Dittler, P Habiger, R Drath… - IEEE …, 2024 - ieeexplore.ieee.org
The domain of industrial automation faces challenges, such as shortened product life cycles,
shortage of skilled labor, and increased complexity. Addressing these issues necessitates …