A novel human-centric framework for maintenance digitisation using augmented reality

Maintenance operators usually face complex challenges due to the complexity of modern sophisticated machinery and systems. Only highly experienced operators may have sufficient skills to perform recovery procedures properly and quickly; frequently, not expert operators need for assistance from the manufacturer's after-sales. Therefore, very long recovery times, high maintenance costs, and temporary drop in production take place. In this context, augmented reality (AR) can offer valid support to non-expert operators involved in maintenance activities. In this work, a framework based on user experience (UX) design approach was developed for designing highly usable AR applications to guide operators in performing maintenance procedures safely and efficiently. The proposed framework has been applied to the H2020 European project titled "XMANAI - Explainable Manufacturing Artificial Intelligence". Results showed that the application developed is suitable to assist not expert operators, preventing them from making mistakes, leading to the upskill and increased productivity for the company.

Authors

Institutions

Publication Details

Journal
International Journal of Agile Systems and Management
Published
2025-01-01
DOI
https://doi.org/10.1504/ijasm.2025.145449
Citations
2
Primary Topic
Augmented Reality Applications
Type
article
Field-Weighted Citation Impact
2.55
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

A novel human-centric framework for maintenance digitisation using augmented reality

Marcello Pellicciari, Fabio Grandi, Lorenzo Valentini, Margherita Peruzzini
2 citations
International Journal of Agile Systems and Management
Augmented Reality Applications
2.55
article

A novel human-centric framework for maintenance digitisation using augmented reality

Marcello Pellicciari, Fabio Grandi, Lorenzo Valentini, Margherita Peruzzini
article en
2 citations

Abstract

Maintenance operators usually face complex challenges due to the complexity of modern sophisticated machinery and systems. Only highly experienced operators may have sufficient skills to perform recovery procedures properly and quickly; frequently, not expert operators need for assistance from the manufacturer's after-sales. Therefore, very long recovery times, high maintenance costs, and temporary drop in production take place. In this context, augmented reality (AR) can offer valid support to non-expert operators involved in maintenance activities. In this work, a framework based on user experience (UX) design approach was developed for designing highly usable AR applications to guide operators in performing maintenance procedures safely and efficiently. The proposed framework has been applied to the H2020 European project titled "XMANAI - Explainable Manufacturing Artificial Intelligence". Results showed that the application developed is suitable to assist not expert operators, preventing them from making mistakes, leading to the upskill and increased productivity for the company.

International Journal of Agile Systems and ManagementVol. 18(2)
University of Modena and Reggio Emilia (IT), Ferrari (Italy) (IT), University of Bologna (IT)
Openalex Percentile: Top 12%
Augmented Reality Applications
2.55
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

A novel human-centric framework for maintenance digitisation using augmented reality — Marcello Pellicciari, Fabio Grandi, et al. · International Journal of Agile Systems and Management (2025) | TGRS Research Map | TGRS