Table 1

Enabling technologies of I4.0 associated with the root causes identified during the analysis

ProblemsRoot causesEnabling technologies
Big data analyticsSimulationHorizontal and vertical system integrationThe industrial internet of thingsThe cloudAugmented reality
Delays have been recorded in the product industrialization phaseLack of dedicated lines for product industrialization at all levels of the supply chain X    
Lack of multi-skill staff that could give flexibility in the activities of industrialization of product of the shoe factories     X
Poor outsourcing of industrialization activities by shoe manufacturers  X   
Product industrialization activities carried out by shoe factories without adequate planningX X   
Product industrialization activities carried out by shoe factories without adequate control over the state of progress  XX  
Delays have been recorded in the process of industrialization phaseToo many models are developed for all phases of process industrializationX     
Shortcomings in the operational management of the process industrialization activities carried out within the signature  X   
Create a reliable and effective supply chain production planThe size of the supply lots is not contractually agreed "upstream" XX   
Insufficient training and limitations in the supplier selection system adoptedX     
Inaccuracy in the delivery time of leathers to shoe factories compared to what is planned by the signatureX X   
Inaccuracy in the delivery time of the uppersX X   
Work-In-Process (WIP) of members of the supply chain is not under control during short-term production planning phasesX XX  
No control on the level of saturation of suppliers due to absence of the CRP moduleX X   
There is a lack of essential data to be able to carry out capacity checks both from the point of view of consumption and available production capacityX X   
Splitting the original order creates confusion and complexity for the synchronisation of supplies  X   
Lack of a tool to ensure visibility and control of the supply chainX XXX 
Lack of a HW tool for identification and traceability of materials at the supply chain level  XXX 

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