Eduvest - Journal of Universal Studies
Vol. 6 No. 8 (2026): Eduvest - Journal of Universal Studies

Integration of Enterprise Resource Planning (ERP) with Artificial Intelligence- and Data Analytics-Based Predictive Maintenance: A Systematic Literature Review Using the PRISMA Method

Habib Akmal Abhirama (Sekolah Tinggi Manajemen Informatika dan Komputer)
Patah Herwanto (Sekolah Tinggi Manajemen Informatika dan Komputer)



Article Info

Publish Date
08 Aug 2026

Abstract

The integration of Enterprise Resource Planning (ERP) systems with Artificial Intelligence (AI) and data analytics-based predictive maintenance is a pillar of industrial digital transformation in the industry 4.0 and 5.0 era. However, a comprehensive understanding of integration patterns, AI methods, benefits, and challenges remains scattered across the literature. This study conducts a Systematic Literature Review (SLR) using the PRISMA protocol to map the current state of ERP integration with AI-based predictive maintenance. A search was performed on the Scopus database, yielding 59 initial articles that were reduced to 10 final open-access articles published between 2024 and 2026. The results show that the dominant AI methods are Long Short-Term Memory (LSTM) and ensemble learning (XGBoost, Random Forest), often combined with Digital Twin technology. ERP integration patterns range from decision support to full bidirectional integration via OPC-UA and REST API protocols. Key benefits include up to 40% improvement in mean time to failure (MTTF), a 30% reduction in maintenance costs, and a return on investment (ROI) of 42.5%. The main challenges include data quality, legacy system interoperability, cybersecurity, and limited multi-site validation.

Copyrights © 2026






Journal Info

Abbrev

edv

Publisher

Subject

Aerospace Engineering Computer Science & IT Health Professions Neuroscience Social Sciences

Description

Eduvest - Journal of Universal Studies is a double blind peer-reviewed academic journal and open access to multidiciplinary fields. The journal is published monthly by Green Publisher Indonesia. Eduvest - Journal of Universal Studies provides a means for sustained discussion of relevant issues that ...