Search Results - subject:"predictive maintenance"

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Beyond descriptive taxonomies in data analytics : a systematic evaluation approach for data-driven method pipelines

Zschech, Patrick - In: Information systems and e-business management : ISeB 21 (2023) 1, pp. 193-227

Persistent link: https://www.econbiz.de/10014252237

Data-driven approach to predict the sequence of component failures : a framework and a case study on a process industry

Antomarioni, Sara; Ciarapica, Filippo Emanuele; … - In: International journal of quality & reliability management 40 (2023) 3, pp. 752-776

Persistent link: https://www.econbiz.de/10014227483

The asset administration shell as enabler for predictive maintenance: a review

Rahal, Jhonny Rodriguez; Schwarz, Alexander; Sahelices, … - In: Journal of Intelligent Manufacturing 36 (2023) 1, pp. 19-33

data-driven approaches, such as machine and deep learning models, for predictive maintenance in industrial and automotive … Administration Shell, predictive maintenance and data-driven methods is proposed within the context of the WaVe project. … applications. This paper provides a two-dimensional review of the Asset Administration Shell and data-driven methods for predictive …

Persistent link: https://www.econbiz.de/10015402139

Services Management und Künstliche Intelligenz : Grundlagen und Anwendungsfelder für den Einsatz von KI-unterstützten Services

Altenfelder, Kai (ed.); Kieffer-Radwan, Sonja (ed.); … - 2025

Einleitung -- KI Anwendungsfelder im Service -- KI Customer Journey -- KI Readiness -- KI und Wissensmanagement -- Implementierung von KI im Servicemanagement/Unternehmen -- KI Herausforderungen -- Nachwort.

Persistent link: https://www.econbiz.de/10015189960

Logical analysis of data in predictive failure detection and diagnosis

Shao, Zhixuan; Kumral, Mustafa - In: International journal of quality & reliability management 42 (2025) 2, pp. 401-424

Persistent link: https://www.econbiz.de/10015202676

Machine learning approach for studying the influencing factors affecting the operational reliability and remaining useful life

Jana, Debasis; Gupta, Suprakash; Kumar, Deepak; Pal, Sukomal - In: International journal of quality & reliability management 42 (2025) 2, pp. 734-751

Persistent link: https://www.econbiz.de/10015202696

Integrating spare part inventory management and predictive maintenance as a digital supply chain solution

Shokri, Alireza; Toliyat, Seyed Mohammad Hossein; Hu, … - 2025

Persistent link: https://www.econbiz.de/10015373152

Enhancing efficiency and sustainability of agriculture and food system through AI integration

Sundaravadivazhagan, B.; Natraj, N. A. - In: AI Integration for Business Sustainability : For a …, (pp. 261-275). 2025

Persistent link: https://www.econbiz.de/10015412413

A systematic mapping study on machine learning techniques applied for condition monitoring and predictive maintenance in the manufacturing sector

Gehrhardt, Ingolf; Heik, David; Bahrpeyma, Fouad; … - In: Logistics 6 (2022) 2, pp. 1-22

. Every component of the production needs to be continuously monitored, which is the basis for predictive maintenance (PdM …

Persistent link: https://www.econbiz.de/10015194912

A predictive maintenance system for reverse supply chain operations

Gayialis, Sotiris P.; Kechagias, Evripidis P.; … - In: Logistics 6 (2022) 1, pp. 1-14

architecture for developing a system that covers the needs for predictive maintenance in the service supply chain. It is based on …

Persistent link: https://www.econbiz.de/10015194958