Machine learning and deep learning based predictive quality in manufacturing: a systematic review
With the ongoing digitization of the manufacturing industry and the ability to bring together
data from manufacturing processes and quality measurements, there is enormous potential …
data from manufacturing processes and quality measurements, there is enormous potential …
[HTML][HTML] Application of automation for in-line quality inspection, a zero-defect manufacturing approach
Contemporary manufacturing must prioritise the sustainability of its manufacturing processes
and systems. Zero Defect Manufacturing (ZDM) focusses on minimising waste of any kind …
and systems. Zero Defect Manufacturing (ZDM) focusses on minimising waste of any kind …
Top ten intelligent algorithms towards smart manufacturing
Intelligent algorithms can empower the development of smart manufacturing, since they can
provide optimal solutions for detection, analysis, prediction and optimization. In recent ten …
provide optimal solutions for detection, analysis, prediction and optimization. In recent ten …
Deep-learning-based visual data analytics for smart construction management
Visual data captured at construction sites is a rich source of information for the day-to-day
operation of construction projects. The development of deep-learning-based methods has …
operation of construction projects. The development of deep-learning-based methods has …
Artificial intelligence and robotics for prefabricated and modular construction: A systematic literature review
Prefabrication and modularization have attracted much attention in building construction,
and they are becoming increasingly important for the betterment of society. To fully benefit …
and they are becoming increasingly important for the betterment of society. To fully benefit …
Computer vision applications in offsite construction
The field of computer vision has undergone rapid growth in recent years, yet the use of
computer vision in offsite construction remains an under-researched area of study. Given the …
computer vision in offsite construction remains an under-researched area of study. Given the …
Deep learning for automatic vision-based recognition of industrial surface defects: a survey
Automatic vision-based inspection systems have played a key role in product quality
assessment for decades through the segmentation, detection, and classification of defects …
assessment for decades through the segmentation, detection, and classification of defects …
A vision-based approach for automatic progress tracking of floor paneling in offsite construction facilities
Offsite construction is an approach focused on moving construction tasks from traditional
jobsites to manufacturing facilities. Improved productivity of construction tasks is paramount …
jobsites to manufacturing facilities. Improved productivity of construction tasks is paramount …
The impact of industry 4.0 concepts and technologies on different phases of construction project lifecycle: a literature review
J Menegon, LCP da Silva Filho - Iranian Journal of Science and …, 2023 - Springer
With the advent of the fourth Industrial Revolution, sensors, machines, tools, and intelligent
systems became connected and can interact with each other along the production chain …
systems became connected and can interact with each other along the production chain …
A cyber-physical system approach to zero-defect manufacturing in light-gauge steel frame assemblies
Recent advances in manufacturing research have set the stage for the industrial integration
of zero-defect manufacturing strategies, aiming towards a more sustainable production …
of zero-defect manufacturing strategies, aiming towards a more sustainable production …