Visualization of Key Performance Indicators in the Production System in the Context of Industry 4.0
Abstract:
Industry 4.0 has revolutionized the methods to automate and analyze a process, as is the case of implementing Key Performance Indicators (KPIs) that reflect the correct functioning of a working task. Besides, the use of the Internet of Things (IoT), Cyber-Physical Systems (CPS), and other technologies in Industry 4.0 provide an enormous amount of data. For these reasons, this article presents the design of a methodology that contains stages of process analysis, design, implementation, and validation to obtain an interface that shows key production indicators in a simple and friendly way. The cloud platform receives the information from the machine using OPC and MQTT protocols implemented in a low-cost hardware device without changing the current automation hardware platform.
Año de publicación:
2023
Keywords:
- Industry 4.0
- Key performance indicators (KPIs)
- low-cost Cyber-Physical System (CPS)
- MQTT protocol
- OPC-UA
Fuente:
scopusTipo de documento:
Estado:
Acceso abierto
Áreas de conocimiento:
- Tecnologías de la información y la comunicación
- Visualización de información
- Ingeniería industrial
Áreas temáticas de Dewey:
- Dirección general
- Física aplicada
- Métodos informáticos especiales