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Organizational Changes-aware Safety-centered Risk Assessment in Augmented Reality-equipped Socio-technical Systems
Publication Type:
Doctoral Thesis
Abstract
In the last two to three decades, organizations have extremely changed. Post normal accident theory
argues about implication of new organizational changes such as digitalization which may lead to new
kinds of accidents called post normal accidents. In addition, there are technological changes such as
usage of augmented reality (AR) as human-machine interface within various types of safety-critical
systems. The organizational changes in addition to technological changes and their effects on human
may introduce new system risks and should be considered in the risk assessment activities in compliance
with related safety standards. Systems including technical entities and socio entities (i.e. humans
and organizations) are called socio-technical systems. We consider socio-technical systems containing
augmented reality which we call AR-equipped socio-technical systems. In order to adequately assess
risk in such systems, it is essential to consider new dependability threats caused by augmented reality
and new organizational changes. In the literature, various modeling and analysis techniques exist which
are beneficial to be used for risk assessment. Furthermore, in the context of safety-critical systems, it is
crucial to consider safety standards and assess the risk in compliance with the related safety standards.
This thesis aims at strengthening risk assessment in AR-equipped socio-technical systems in compliance
with safety standards considering post normal accidents by providing a safety-centered risk assessment
framework (we call it safety-centered due to the support it provides for safety standards). Our work
provides modeling capabilities for modeling dependability threats caused by organizational changes
leading to post normal accidents in AR-equipped socio-technical systems. The capabilities are provided
through metamodel extensions. The extensions are used for extending analysis techniques to address
the requirements of AR-equipped socio-technical systems analysis considering safety standard and post
normal accidents. To achieve this, we capture dependability threats leading to post normal accidents
via new modeling elements, which we add to SafeConcert, a conceptual metamodel for modeling sociotechnical
systems, and its AR-related extensions. The extended metamodel is then used to strengthen a
risk analysis technique used for socio-technical systems analysis. We propose a dependability analysis
process in order to analyze the behavior of AR-equipped socio-technical systems. Based on the modeling
and analysis extensions, we propose a safety-centered framework for risk assessment of AR-equipped
socio-technical systems and we apply it in two different domains. First, we conduct a case study in
the automotive domain in cooperation with our industrial partner and we show how the required
activities in the related safety standards are supported by different steps of our framework. Then, we
use a digitalized socio-technical factory system in robotic domain containing both organizational and
technological changes as a case in a new domain in order to evaluate applicability and effectiveness
of our framework for capturing new kinds of accidents due to dependability threats caused by
organizational changes and AR. Furthermore, we conduct a systematic literature review to position our
contributions and to compare our work with other related works (we had preliminary literature reviews
in the initial steps, nevertheless in this step we conduct a systematic literature review for positioning
and comparing our work).
Bibtex
@phdthesis{Sheikh Bahaei6663,
author = {Soheila Sheikh Bahaei},
title = {Organizational Changes-aware Safety-centered Risk Assessment in Augmented Reality-equipped Socio-technical Systems},
month = {February},
year = {2023},
school = {M{\\"{a}}lardalen University},
url = {http://www.es.mdu.se/publications/6663-}
}