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Factors affecting the organizational readiness to design autonomous machine systems: Towards an evaluation framework

Tutkimustuotosvertaisarvioitu

Yksityiskohdat

AlkuperäiskieliEnglanti
OtsikkoIntelligent Systems and Applications - Proceedings of the 2020 Intelligent Systems Conference IntelliSys Volume 3
ToimittajatKohei Arai, Supriya Kapoor, Rahul Bhatia
KustantajaSpringer
Sivut742-747
Sivumäärä6
ISBN (elektroninen)978-3-030-55190-2
ISBN (painettu)978-3-030-55189-6
DOI - pysyväislinkit
TilaE-pub ahead of print - 2020
OKM-julkaisutyyppiA4 Artikkeli konferenssijulkaisussa
TapahtumaIntelligent Systems Conference - London, Iso-Britannia
Kesto: 3 syyskuuta 20204 syyskuuta 2020

Julkaisusarja

NimiAdvances in Intelligent Systems and Computing
Vuosikerta1252 AISC
ISSN (painettu)2194-5357
ISSN (elektroninen)2194-5365

Conference

ConferenceIntelligent Systems Conference
MaaIso-Britannia
KaupunkiLondon
Ajanjakso3/09/204/09/20

Tiivistelmä

Increasing autonomy of machine systems is a major trend in industry. It is foreseen to improve efficiency and safety of operations, but also to introduce new kinds of socio-technical challenges and risks. To address these challenges, development organizations need a set of capabilities, processes and tools to achieve the needed readiness for designing autonomous machine systems (AMS). In this study, the key challenges, design approaches and proposed solutions were studied by performing a series of semi-structured interviews with companies working in the domain of mobile machines that are in different phases of development and deployment of AMS. Based on literature and interview findings, a set of factors affecting the organizational readiness to design AMS were identified. These factors can be used within organizations to perform assessments of their capability in design-related aspects of AMS, and further to develop an evaluation framework or tool for more comprehensive organizational assessments.

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