Reference architecture design and evaluation for digitalization of underground mining

• Published in: Internet of things (Amsterdam. Online) Vol. 26; p. 101238
• Main Authors: Pääkkönen, Pekka, Horsmanheimo, Seppo, Pakkala, Daniel, Tuomimäki, Lotta, Backman, Jere
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 01.07.2024
• Subjects: ArchiMate; Digital twin; QoS; Reference architecture; Underground mining; Reference architecture; Underground mining; ArchiMate; Digital twin; QoS
• ISSN: 2542-6605; 2542-6605
• DOI: 10.1016/j.iot.2024.101238

Digitalization of underground mining operations requires interaction and interoperability between multiple stakeholders and their technical systems. A reference architecture (RA) facilitating design of multi-stakeholder digital solutions for underground mining would be valuable design knowledge for mining industry digitalization activities and would facilitate the design of concrete architectures to the underground mining context. The main contribution of this work is RA design, which is missing in the current research literature. The RA has empirical foundation on the implementation architectures of two prototypes, which were demonstrated and evaluated in an underground mining environment. The prototypes were evaluated based on several design science research evaluation criteria (feasibility, efficiency, robustness, operability) for fulfilling architectural concerns of related stakeholders. Digital Twin-based modeling, MQTT-based messaging, high accuracy location monitoring of vehicles with Lidars, reliable communication with 5G SA network, and utilization of safety zones and safety messaging for enabling emergency stops were identified as important aspects for RA design. Digital Twin (DT)-based data models focusing on the modeling of mining site, moving vehicles, communication data, and related equipment for the underground mining context may be considered as an additional contribution of our study.