AI-LCE: Adaptive and Intelligent Life Cycle Engineering by applying digitalization and AI methods-An emerging paradigm shift in Life Cycle EngineeringShow others and affiliations
2021 (English)In: Procedia CIRP, Elsevier BV , 2021, p. 571-576Conference paper, Published paper (Refereed)
Abstract [en]
This paper presents a vision for a much-needed paradigm shift in Life Cycle Engineering (LCE), which is termed Adaptive and Intelligent Life Cycle Engineering (AI-LCE). To do so, interdisciplinary analysis of literature in domains of AI and LCE is performed. Needed concepts and methods are described: key enabling technologies are Artificial Intelligence (AI), the Internet of Things, and data lakes, which are becoming cost-effective and increasingly implemented in industry. Both artificial and human intelligence are used in combination. Its advantages compared with the conventional LCE include shorter time for changing activities in the lifecycle and the accuracy of changes made.
Place, publisher, year, edition, pages
Elsevier BV , 2021. p. 571-576
Series
Procedia CIRP, ISSN 2212-8271
Keywords [en]
accuracy, Artificial Intelligence, Internet of Things, time, vision, Artificial life, Cost effectiveness, Artificial intelligence methods, Cost effective, Elsevier, Enabling technologies, Interdisciplinary analysis, Life cycle engineering, Paradigm shifts, Life cycle
National Category
Computer Sciences
Identifiers
URN: urn:nbn:se:mdh:diva-53698DOI: 10.1016/j.procir.2021.01.153ISI: 001491497900097Scopus ID: 2-s2.0-85102649534ISBN: 9781510875692 (print)OAI: oai:DiVA.org:mdh-53698DiVA, id: diva2:1539713
Conference
28th CIRP Conference on Life Cycle Engineering, LCE 2021, 10 March 2021 through 12 March 2021
2021-03-252021-03-252026-02-13Bibliographically approved