Litcius/Paper detail

A Multi-Criteria Decision-Making Model Based on Fuzzy Logic and AHP for the Selection of Digital Technologies

Leonardo Maretto, Maurizio Faccio, Daria Battini

2022IFAC-PapersOnLine29 citationsDOIOpen Access PDF

Abstract

The presence of Industry 4.0 national plans and the ever-increasing international competition are forcing companies to embark on digitalization projects of their industrial plants. Time and money, however, are a constraint and, in addition to that, there is a considerable lack of works in the academic literature with regards to specific models for the selection of digital technologies. Starting from our methodological framework, we developed a multi-criteria decision-making model for the digitalization of industrial plants. The model is based on both Fuzzy Logic and AHP and is combined with an existing hierarchical classification of digital technologies in an attempt to highlight the advantage of adopting similar and easily interconnectable technologies. Finally, the model is applied to a simple case study to test its validity.

Topics & Concepts

Selection (genetic algorithm)Fuzzy logicAnalytic hierarchy processComputer scienceForcing (mathematics)Constraint (computer-aided design)Operations researchDecision modelEmerging technologiesManagement scienceArtificial intelligenceEngineeringMachine learningMathematicsMathematical analysisMechanical engineeringDigital Transformation in IndustryTechnology Assessment and ManagementSustainable Supply Chain Management