{"title":"Technical design requirements of a safety reasoning module for run-time risk reduction in Highly Automated Off-road Mobile Machinery","authors":"Marea de Koning, Tatiana Minav, Reza Ghabcheloo","doi":"10.1016/j.ssci.2025.106883","DOIUrl":null,"url":null,"abstract":"<div><div>Highly automated off-road mobile machinery requires reliable safety systems to mitigate work- place risks, particularly when operating in close collaboration with human actors. With the ad- vent of automation, the operator’s role has shifted to that of a supervisor, intervening only during event-based scenarios. This supervisor may be situated either in the cabin or remotely, overseeing multiple machines. This article explores the technical design requirements and feasibility of a safety reasoning module (SRM) through a targeted use case involving the automation of a cut-to-length tree harvester. Specifically, it examines the automation of the log-feeding process required for stem inspection. The SRM’s primary function is to achieve adequate risk reduction while preserving the supervisor’s capacity for effective event-based intervention, thereby supporting a compelling safety case for maintaining a safe operational state at runtime. Currently, the supervisor plays a crucial role in the stem inspection process, requiring cabin presence which adds to the burden placed on required minimum risk reduction and event-based intervention. In the context of this evaluation the realisation of the SRM’s requirements for achieving the necessary risk reduction while conforming to Machine Safety standards indicates it is constrained by limitations in existing hardware and software capabilities. Despite these limitations, this use case outlines a structured approach for developing SRMs for highly automated off-road machin- ery. While achieving the desired risk reduction may not be feasible in this specific scenario, the findings provide valuable insights that can guide the development of SRMs in other applications where similar challenges arise.</div></div>","PeriodicalId":21375,"journal":{"name":"Safety Science","volume":"188 ","pages":"Article 106883"},"PeriodicalIF":4.7000,"publicationDate":"2025-04-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Safety Science","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0925753525001080","RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, INDUSTRIAL","Score":null,"Total":0}
引用次数: 0
Abstract
Highly automated off-road mobile machinery requires reliable safety systems to mitigate work- place risks, particularly when operating in close collaboration with human actors. With the ad- vent of automation, the operator’s role has shifted to that of a supervisor, intervening only during event-based scenarios. This supervisor may be situated either in the cabin or remotely, overseeing multiple machines. This article explores the technical design requirements and feasibility of a safety reasoning module (SRM) through a targeted use case involving the automation of a cut-to-length tree harvester. Specifically, it examines the automation of the log-feeding process required for stem inspection. The SRM’s primary function is to achieve adequate risk reduction while preserving the supervisor’s capacity for effective event-based intervention, thereby supporting a compelling safety case for maintaining a safe operational state at runtime. Currently, the supervisor plays a crucial role in the stem inspection process, requiring cabin presence which adds to the burden placed on required minimum risk reduction and event-based intervention. In the context of this evaluation the realisation of the SRM’s requirements for achieving the necessary risk reduction while conforming to Machine Safety standards indicates it is constrained by limitations in existing hardware and software capabilities. Despite these limitations, this use case outlines a structured approach for developing SRMs for highly automated off-road machin- ery. While achieving the desired risk reduction may not be feasible in this specific scenario, the findings provide valuable insights that can guide the development of SRMs in other applications where similar challenges arise.
期刊介绍:
Safety Science is multidisciplinary. Its contributors and its audience range from social scientists to engineers. The journal covers the physics and engineering of safety; its social, policy and organizational aspects; the assessment, management and communication of risks; the effectiveness of control and management techniques for safety; standardization, legislation, inspection, insurance, costing aspects, human behavior and safety and the like. Papers addressing the interfaces between technology, people and organizations are especially welcome.