On the ISO Compliance of Model-Based Risk Assessment for Autonomous Cyber-Physical Production Systems

• Industrial digitalization has led to the introduction of autonomous cyber-physical production systems, optimizing the production processes. Stakeholders, however, are becoming concerned about the trustworthiness of such systems, especially its safety and the safety of its users. Over the years, many model-based risk assessment techniques have been proposed to help mitigate the trustworthiness-related risks within the targeted systems. However, these techniques do not meet the requirements of the guidelinesprovided by the International Standardization Organizationhave. Moreover, these techniques fail to consider the possible risks from the machine learning component of autonomous cyber-physical production systems. As a contribution, this paper presents an analysis of the compliance of MATrICS with the ISO, its adaptation to make it compliant, and its validation.

Ämnesord

TEKNIK OCH TEKNOLOGIER  -- Elektroteknik och elektronik -- Datorsystem (hsv//swe)

ENGINEERING AND TECHNOLOGY  -- Electrical Engineering, Electronic Engineering, Information Engineering -- Computer Systems (hsv//eng)

Nyckelord

Model-Based

Risk Assessment

Autonomous Cyber-Physical Production Systems

Machine Learning

Architecture

Trustworthiness

Empirical Evaluation

Computer Science

datavetenskap

Publikations- och innehållstyp

vet (ämneskategori)

ovr (ämneskategori)