I. Introduction
Corrosion’s impact on critical systems, like nuclear power plants, was evident in EDF France’s 2021 incident where corrosion on safety injection system pipes led to 12 reactors being shut down. The repercussions span from decreased efficiency to costly repairs and safety hazards, emphasizing the need for non-visual corrosion detection methods [1]. The electrochemical process behind corrosion, particularly iron oxide (rust) formation on iron alloys, is important to detect as its porous nature allows continued corrosion by enabling water and air penetration, furthering the development of corrosion [2]. Various detection techniques exist, categorized as non-invasive and invasive, with non-invasive methods favoured for preserving structural integrity [3]. Amongst these, Fjellanger Detection and Training Academy, used trained canines to detect Corrosion Under Insulation. This innovative method showed the potential in detecting corrosion, albeit with some challenges in chemical identification through gas chromatography. The use of dogs demonstrated a 59% proficiency in corrosion detection, supported by double-blind tests [4]. Due to the challenges associated with accessing all areas of a plant/factory and the possible safety implications for the animals, we investigating if this concept can be replicated using an electronic nose (eNose). In the future, this eNose could be made to be small and portable to detect odours in areas challenging to access or that has safety risks to workers. To achieve this, this paper aims to investigate the presence of rust using an eNose in a laboratory environment as a first step towards this goal.