Conjugation of Hypersoft Set and Triangular Neutrosophic to Evaluate Cognitive Digital Twins' Contribution to Smart Manufacturing
Keywords:
smart manufacturing; cognitive digital twin; CRITIC technique; MOOSRA technique; Hpersoft set;Triangular Neurosophic Number.Abstract
The latest innovation in digital twin technology is called Cognitive Digital Twins (CDT).
The sophisticated and autonomous activities made possible by this technology have the potential to
revolutionize manufacturing. An overview of CDT in manufacturing is given in this paper, along
with an examination of their main features, components, and possible uses. CDT can learn from
data, reason about difficult circumstances, and make well-informed judgments by combining
artificial intelligence, machine learning, and knowledge representation approaches. The advantages
of CDT in smart manufacturing are covered in the paper. Hence, the objective of this paper is
evaluating the smart manufacturing that adopts CDT in its operations and practices to be smart.
Multi-Criteria Decision Making (MCDM) as CRiteria Importance Through Intercriteria Correlation
and multi-objective optimization based on simple ratio analysis (MOOSRA) are leveraged to
construct soft decision models. This model can trat with vague and incomplete information through
harnessing uncertainty theory especially Triangular Neurosophic Number (TriNN). Also,
Hypersoft set is utilized with MOOSRA to rank alternatives of smart manufacturing
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