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Indirect monitoring of machining characteristics via advanced sensor systems: a critical review
On-line monitoring of the machining processes provides to detect the amount and type of
tool wear which is critical for the determination of remaining useful lifetime of cutting tool …
tool wear which is critical for the determination of remaining useful lifetime of cutting tool …
Machine learning applications for sustainable manufacturing: a bibliometric-based review for future research
Purpose The role of data analytics is significantly important in manufacturing industries as it
holds the key to address sustainability challenges and handle the large amount of data …
holds the key to address sustainability challenges and handle the large amount of data …
Energy consumption in machining: Classification, prediction, and reduction strategy
Energy consumption in machining contributes a significant part of manufacturing cost and
produces a great environmental impact. This paper provides a critical assessment on energy …
produces a great environmental impact. This paper provides a critical assessment on energy …
A systematic literature review on machine tool energy consumption
Energy efficiency has become an integral part of the metal manufacturing industries as a
means to improve economic and environmental performance, and increase …
means to improve economic and environmental performance, and increase …
A generic energy prediction model of machine tools using deep learning algorithms
Energy prediction of machine tools plays an irreplaceable role in energy planning,
management, and conservation in the manufacturing industry. In the era of big machinery …
management, and conservation in the manufacturing industry. In the era of big machinery …
Optimization techniques for energy efficiency in machining processes—a review
FZE Abdelaoui, A Jabri, AE Barkany - The International Journal of …, 2023 - Springer
Metal working process is one of the main activities in mechanical manufacturing industry; it
is considered as a major consumer of energy and natural resources. In material removal …
is considered as a major consumer of energy and natural resources. In material removal …
Evaluating the effects of nano-fluids based MQL milling of IN718 associated to sustainable productions
The aeronautical industry is constantly striving for goals related to lesser production/
maintenance time and cost. In this regard, aero-engines made up of Nickel-based alloy are …
maintenance time and cost. In this regard, aero-engines made up of Nickel-based alloy are …
Toward Digital twin for sustainable manufacturing: A data-driven approach for energy consumption behavior model generation
Traditional manufacturing systems face a major transition challenge toward intelligent and
sustainable manufacturing systems. Energy-efficient manufacturing has become one of the …
sustainable manufacturing systems. Energy-efficient manufacturing has become one of the …
Machine learning based very short term load forecasting of machine tools
B Dietrich, J Walther, M Weigold, E Abele - Applied Energy, 2020 - Elsevier
With the ongoing integration of renewable energies into the electrical power grid, industrial
energy flexibility gains importance. To enable demand response applications, knowledge …
energy flexibility gains importance. To enable demand response applications, knowledge …
Cyber Physical System and Big Data enabled energy efficient machining optimisation
Due to increasingly customised manufacturing, unpredictable ambient working conditions in
shop floors and stricter requirements on sustainability, it is challenging to achieve energy …
shop floors and stricter requirements on sustainability, it is challenging to achieve energy …