An Integrated Digital Twin Architecture for Proposing Field Service Management Model in Fiber Optic Network Infrastructure: A Design Science Approach

This study demonstrates significant operational improvements through a novel digital twinintegrated Field Service Management system, achieving 30% reduction in task completion time, 30% increase in first-time fix rates, and 50% decrease in average response time to incidents in emergency maintenance requirements in fiber optic network infrastructure development.Through rigorous application of Design Science Research methodology and extensive stakeholder engagement with 15 field technicians, 3 service managers, and 3 technical experts, we empirically validated our integrated model across multiple telecommunications operators in Indonesia.Unlike previous implementations, our empirically validated approach, which uses digital twin technology in service management, pioneer's real-time knowledge transfer mechanisms through augmented reality interfaces while establishing a comprehensive framework for developing telecommunications infrastructure.The quantifiable performance improvements and industry-validated implementation guidance provide both theoretical foundations and practical pathways for digital transformation in field service operations.

Authors

Publication Details

Journal
Ingénierie des systèmes d information
Published
2025-05-31
DOI
https://doi.org/10.18280/isi.300511
Primary Topic
Digital Transformation in Industry
Type
article
Field-Weighted Citation Impact
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article

An Integrated Digital Twin Architecture for Proposing Field Service Management Model in Fiber Optic Network Infrastructure: A Design Science Approach

Ikrar Adinata Arin, Dina Fitria Murad, Harco Leslie Hendric Spits Warnars, Meyliana Meyliana
Ingénierie des systèmes d information
Digital Transformation in Industry
article

An Integrated Digital Twin Architecture for Proposing Field Service Management Model in Fiber Optic Network Infrastructure: A Design Science Approach

Ikrar Adinata Arin, Dina Fitria Murad, Harco Leslie Hendric Spits Warnars, Meyliana Meyliana
article en

Abstract

This study demonstrates significant operational improvements through a novel digital twinintegrated Field Service Management system, achieving 30% reduction in task completion time, 30% increase in first-time fix rates, and 50% decrease in average response time to incidents in emergency maintenance requirements in fiber optic network infrastructure development.Through rigorous application of Design Science Research methodology and extensive stakeholder engagement with 15 field technicians, 3 service managers, and 3 technical experts, we empirically validated our integrated model across multiple telecommunications operators in Indonesia.Unlike previous implementations, our empirically validated approach, which uses digital twin technology in service management, pioneer's real-time knowledge transfer mechanisms through augmented reality interfaces while establishing a comprehensive framework for developing telecommunications infrastructure.The quantifiable performance improvements and industry-validated implementation guidance provide both theoretical foundations and practical pathways for digital transformation in field service operations.

Ingénierie des systèmes d informationVol. 30(5)
Industry, innovation and infrastructure
Openalex Percentile: Top 77%
Digital Transformation in Industry
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An Integrated Digital Twin Architecture for Proposing Field Service Management Model in Fiber Optic Network Infrastructure: A Design Science Approach — Ikrar Adinata Arin, Dina Fitria Murad, et al. · Ingénierie des systèmes d information (2025) | TGRS Research Map | TGRS