Predictive maintenance and fault monitoring enabled by machine learning: experimental analysis of a TA-48 multistage centrifugal plant compressor
In an increasingly competitive industrial world, the need to adapt to any change at any time
has become a major necessity for every industry to remain competitive and survive in their …
has become a major necessity for every industry to remain competitive and survive in their …
New sensing technologies for monitoring machinery, structures, and manufacturing processes
Sensing is the fundamental technique for sensor data acquisition in monitoring the operation
condition of the machinery, structures and manufacturing processes. In this paper, we briefly …
condition of the machinery, structures and manufacturing processes. In this paper, we briefly …
Applications of IoT and Advanced Analytics for manufacturing operations: a systematic literature review
A Presciuttini, A Portioli-Staudacher - Procedia Computer Science, 2024 - Elsevier
IoT is driving the digital transformation of companies into smart factories: data collected
through IoT technologies can provide powerful support to manufacturing operations …
through IoT technologies can provide powerful support to manufacturing operations …
Deep-learning-driven proactive maintenance management of IoT-empowered smart toilet
EWK See-To, X Wang, KY Lee… - IEEE Internet of …, 2022 - ieeexplore.ieee.org
The recent proliferation of Internet of Things (IoT) sensors has driven a myriad of industrial
and urban applications. Through analyzing massive data collected by these sensors, the …
and urban applications. Through analyzing massive data collected by these sensors, the …
Enhancing SMEs Digital Transformation through Machine Learning: A Framework for Adaptive Quality Prediction
MC Chiu, YJ Huang, CJ Wei - Journal of Industrial Information Integration, 2024 - Elsevier
As smart manufacturing expands, businesses see the importance of digital transformation,
especially for small and medium-sized enterprises (SMEs). Unlike larger companies, SMEs …
especially for small and medium-sized enterprises (SMEs). Unlike larger companies, SMEs …
Development of an Open-Source Injection Mold Monitoring System
In the highly competitive injection molding industry, the ability to effectively collect
information from various sensors installed in molds and machines is of the utmost relevance …
information from various sensors installed in molds and machines is of the utmost relevance …
Condition Monitoring and Predictive Maintenance of Assets in Manufacturing Using LSTM-Autoencoders and Transformer Encoders
The production of multivariate time-series data facilitates the continuous monitoring of
production assets. The modelling approach of multivariate time series can reveal the ways in …
production assets. The modelling approach of multivariate time series can reveal the ways in …
Optimal robust tracking control of injection velocity in an injection molding machine
G Wu, Z Ren, J Li, Z Wu - Mathematics, 2023 - mdpi.com
Injection molding is a critical component of modern industrial operations, and achieving fast
and stable control of injection molding machines (IMMs) is essential for producing high …
and stable control of injection molding machines (IMMs) is essential for producing high …
Spatio-temporal information analytics based performance-driven industrial process monitoring framework with cloud–edge-device collaboration
C Zhang, J Dong, K Peng, H Zhang - Journal of Manufacturing Processes, 2024 - Elsevier
Smart manufacturing in the context of Industry 4.0 presents new characteristics, such as
large-scale, complex sub-processes cooperation, and integrated information management …
large-scale, complex sub-processes cooperation, and integrated information management …
Evaluation of Processing Conditions in the Performance of Purging Compounds for Polypropylene Injection Molding
Purging is a fundamental process in the injection molding sector, aiding in color transition,
material shifts, and the removal of contaminants. The purging compounds can be classified …
material shifts, and the removal of contaminants. The purging compounds can be classified …