Cloud-Based Analytics Module for Predictive Maintenance of the Textile Manufacturing Process

• Published in: Applied sciences Vol. 11; no. 21; p. 9945
• Main Authors: Chang, Ray-I, Lee, Chia-Yun, Hung, Yu-Hsin
• Format: Journal Article
• Language: English
• Published: Basel MDPI AG 01.11.2021
• Subjects: Algorithms; Application programming interface; Automation; Communication; Data acquisition; Data analysis; Data processing; Industrial applications; Internet of Things; knowledge discovery in a database; Learning algorithms; Machine learning; Manufacturing; Manufacturing industry; Predictive maintenance; Process planning; Product quality; Quality management; Scientific visualization; Software; Supervisory control and data acquisition; Textile industry; Value creation; Yarn

Industry 4.0 has remarkably transformed many industries. Supervisory control and data acquisition (SCADA) architecture is important to enable an intelligent and connected manufacturing factory. SCADA is extensively used in many Internet of Things (IoT) applications, including data analytics and data...