{"id":14086,"date":"2026-10-07T14:52:19","date_gmt":"2026-10-07T12:52:19","guid":{"rendered":"https:\/\/www.icdrachten.nl\/?p=14086"},"modified":"2026-10-07T14:58:07","modified_gmt":"2026-10-07T12:58:07","slug":"van-ai-en-robotica-naar-een-autonome-oplossing-op-zee-damien-dufour-over-zijn-engd-bij-automooring-solutions","status":"publish","type":"post","link":"https:\/\/www.icdrachten.nl\/en\/nieuws\/van-ai-en-robotica-naar-een-autonome-oplossing-op-zee-damien-dufour-over-zijn-engd-bij-automooring-solutions\/","title":{"rendered":"From AI and robotics to an autonomous solution at sea: Damien Dufour talks about his EngD at AutoMooring Solutions"},"content":{"rendered":"<p class=\"wp-block-paragraph\"><em>This is part 2 of a trilogy about <a href=\"https:\/\/www.rug.nl\/fse\/education\/programmes\/post-master\/engd-programmes\/autonomous-systems\/?lang=en\" target=\"_blank\" rel=\"noreferrer noopener\">Engineering Doctorate (EngD) in Autonomous Systems.<\/a> <a href=\"https:\/\/www.icdrachten.nl\/en\/news\/van-theorie-naar-praktijk-hoe-een-engd-innovatie-versnelt-bij-omnidots\/\" target=\"_blank\" rel=\"noreferrer noopener\">In this article from last month<\/a> told <a href=\"https:\/\/www.linkedin.com\/in\/rinnert-jan-politiek-34027b1a\/\" target=\"_blank\" rel=\"noreferrer noopener\">Rinnert Jan Politiek<\/a> about his experiences at<a href=\"https:\/\/www.omnidots.com\" target=\"_blank\" rel=\"noreferrer noopener\"> Omnidots<\/a>. In this episode we talk about <a href=\"https:\/\/www.linkedin.com\/in\/damien-dufour-7374b3226\/\" target=\"_blank\" rel=\"noreferrer noopener\">Damien Dufour.<\/a> He works at <a href=\"https:\/\/www.automooringsolutions.com\" target=\"_blank\" rel=\"noreferrer noopener\">AutoMooring Solutions<\/a> (Groningen) on the development of autonomous maritime systems. His EngD shows how academic research and practice-oriented innovation can strengthen each other.<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">What happens when you combine artificial intelligence, robotics, and marine technology? According to Damien Dufour, this creates an especially interesting challenge: designing a system is one thing, but ensuring that it works reliably in the real world is something entirely different.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Damien is the Lead Engineer for Maritime Robotics &amp; AI Development at AutoMooring Solutions. At the same time, he is doing his Engineering Doctorate (EngD) in Autonomous Systems at the <a href=\"https:\/\/www.rug.nl\" target=\"_blank\" rel=\"noreferrer noopener\">University of Groningen (RUG)<\/a>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">His research focuses on computer vision and neural networks for object detection and localization in a maritime environment. Through this, he is working on technology that can contribute to further automating tasks related to ships.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><a href=\"https:\/\/www.icdrachten.nl\/wp-content\/uploads\/2026\/10\/Damien-Dufour_EngD4.jpg\"><img decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/www.icdrachten.nl\/wp-content\/uploads\/2026\/10\/Damien-Dufour_EngD4-1024x1024.jpg\" alt=\"\" class=\"wp-image-14105\" style=\"width:500px;height:auto\" srcset=\"https:\/\/www.icdrachten.nl\/wp-content\/uploads\/2026\/10\/Damien-Dufour_EngD4-1024x1024.jpg 1024w, https:\/\/www.icdrachten.nl\/wp-content\/uploads\/2026\/10\/Damien-Dufour_EngD4-300x300.jpg 300w, https:\/\/www.icdrachten.nl\/wp-content\/uploads\/2026\/10\/Damien-Dufour_EngD4-150x150.jpg 150w, https:\/\/www.icdrachten.nl\/wp-content\/uploads\/2026\/10\/Damien-Dufour_EngD4-768x768.jpg 768w, https:\/\/www.icdrachten.nl\/wp-content\/uploads\/2026\/10\/Damien-Dufour_EngD4-12x12.jpg 12w, https:\/\/www.icdrachten.nl\/wp-content\/uploads\/2026\/10\/Damien-Dufour_EngD4.jpg 1200w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><figcaption class=\"wp-element-caption\"><em>Damien Dufour (left) in the Automooring Solutions booth (here they are 3)<\/em>e<em> has been awarded the Innovation Award for the Maritime Industry in Gorinchem)<\/em><\/figcaption><\/figure>\n\n\n\n<h3 class=\"wp-block-heading has-medium-font-size\"><strong>From engineering to AI and autonomous systems<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Damien originally comes from South Africa and has now lived in the Netherlands for seven years. His background is in industrial engineering, with a strong focus on robotics and automation.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">At AutoMooring Solutions, he focuses on maritime robotics and AI. His work lies at the intersection of artificial intelligence, computer vision, robotics, control engineering, and mechanical systems. It is precisely that combination that appeals to him.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AutoMooring Solutions develops solutions to further automate operations in the maritime sector. Damien is working, among other things, on automating a mooring system and on autonomous bunkering, where AI vision and AI targeting play an important role.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The reason is clear. The maritime sector is relatively traditional and new technology is not readily adopted everywhere. At the same time, the shortage of qualified personnel is increasing. Safety also plays a major role. Working with fuels, for example, carries risks. Automation can therefore not only deliver efficiency but also contribute to safer working practices.<\/p>\n\n\n\n<h3 class=\"wp-block-heading has-medium-font-size\"><strong>Why an EngD and not a PhD?<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">After his previous degree, Damien wanted to develop further. However, he found a PhD to be too academic. He was looking for a program where he could conduct research and actually apply the results in practice.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">That is why an EngD approached him.<em>\u201cI wanted to do high-level research, but at the same time develop something that actually makes a difference in practice.\u201d<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The combination of different fields of study was also an important reason for him to choose Autonomous Systems. AI, software, robotics, and engineering come together. What appeals to him most is the step from observing to acting.<\/p>\n\n\n\n<h3 class=\"wp-block-heading has-medium-font-size\"><strong>An own innovation issue<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Damien is now in the most important research and development phase of his EngD. The problem definition and the technical direction have largely been determined. Now the focus is on developing, testing and validating the computer vision technology.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">His EngD is particularly noteworthy because he worked at AutoMooring Solutions before starting the project. The project thus emerged from the practical world. Damien himself came up with the first prototype of the system. Now he is working on further development and scaling it up.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The ultimate goal is ambitious: a system that not only works technically, but is also reliable and accurate enough to be put into practice.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><a href=\"https:\/\/www.icdrachten.nl\/wp-content\/uploads\/2026\/10\/Damien-Dufour_EngD5.png\"><img decoding=\"async\" width=\"711\" height=\"747\" src=\"https:\/\/www.icdrachten.nl\/wp-content\/uploads\/2026\/10\/Damien-Dufour_EngD5.png\" alt=\"\" class=\"wp-image-14107\" style=\"width:500px;height:auto\" srcset=\"https:\/\/www.icdrachten.nl\/wp-content\/uploads\/2026\/10\/Damien-Dufour_EngD5.png 711w, https:\/\/www.icdrachten.nl\/wp-content\/uploads\/2026\/10\/Damien-Dufour_EngD5-286x300.png 286w, https:\/\/www.icdrachten.nl\/wp-content\/uploads\/2026\/10\/Damien-Dufour_EngD5-11x12.png 11w\" sizes=\"(max-width: 711px) 100vw, 711px\" \/><\/a><\/figure>\n\n\n\n<h3 class=\"wp-block-heading has-medium-font-size\"><strong>Computer vision at sea is a big challenge<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">On paper, object recognition with AI might sound simple. In a maritime environment, that is certainly not the case. Water reflects light. The weather changes constantly. There can be rain, runoff water, and difficult lighting conditions. Objects can also be partially obscured by other ships.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">There is also another problem: there is relatively little suitable data available to train the AI. The maritime sector is still lagging behind some other sectors in this area.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Damien therefore develops new neural networks for detecting and locating objects. An example is the recognition of different types of installation and removal points. To make a system function reliably, it must learn to handle many different situations.<\/p>\n\n\n\n<h3 class=\"wp-block-heading has-medium-font-size\"><strong>A prototype that performed better than expected<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">One of the moments Damien is most proud of is the first proof of concept. The prototype showed better results than expected beforehand. That is an important moment in an innovation process. At the same time, it is only a first step.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Because demonstrating that a system works in a laboratory is different from putting it to use reliably in a dynamic maritime environment. Damien has increasingly come to appreciate that difference during his EngD studies.<\/p>\n\n\n\n<h3 class=\"wp-block-heading has-medium-font-size\"><strong>Technology is only one part of the problem<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">An important lesson from his EngD is that technical performance is only one of the requirements.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Within a university, you can focus relatively strongly on the technical solution. Within a company, however, other factors come into play. These include costs, available resources, time, safety, customers, competitors, and the ability to integrate a solution into existing systems.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Damien therefore describes the university as a kind of protected environment. In business, a technology must prove itself within a much larger context.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">That requires a different way of thinking. Not only that:&nbsp;<em>Does it work?&nbsp;<\/em>But also:&nbsp;<em>Is it safe? Is it practical? Can it be integrated? Is it economically feasible? And does it actually provide added value?<\/em><\/p>\n\n\n\n<h3 class=\"wp-block-heading has-medium-font-size\"><strong>From specialist to systems thinker<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">It was precisely there that the EngD program taught him a lot. During his previous education, the emphasis was mainly on industrial engineering and robotics. Within his EngD program, he has further deepened his knowledge in AI, machine learning, computer vision, and software development.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">But perhaps even more importantly, he has learned to look beyond his own technical discipline. A solution must fit within the entire system. And to do that, you need to be able to communicate with different people and disciplines. A conversation with the marketing team, for example, requires a different explanation than a conversation with the technical team or the management team.<\/p>\n\n\n\n<h3 class=\"wp-block-heading has-medium-font-size\"><strong>AI must also prove itself outside the testing environment<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">The EngD track has also changed its perspective on AI. Damien has become more critical of systems that perform well on a benchmark but perform less well once they are deployed in the real world. <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">An AI model can achieve excellent results with static test data. In a dynamic environment, performance can then drop significantly. He considers that difference important.&nbsp;<em>\u201cA good result on a benchmark does not mean that an AI system will also perform well in the real world.\u201d<\/em>&nbsp;Therefore, for autonomous systems, reliability is at least as important as the technical innovation itself.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><a href=\"https:\/\/www.icdrachten.nl\/wp-content\/uploads\/2026\/10\/Damien-Dufour_EngD3.jpeg\"><img decoding=\"async\" width=\"682\" height=\"1024\" src=\"https:\/\/www.icdrachten.nl\/wp-content\/uploads\/2026\/10\/Damien-Dufour_EngD3-682x1024.jpeg\" alt=\"\" class=\"wp-image-14104\" style=\"width:500px;height:auto\" srcset=\"https:\/\/www.icdrachten.nl\/wp-content\/uploads\/2026\/10\/Damien-Dufour_EngD3-682x1024.jpeg 682w, https:\/\/www.icdrachten.nl\/wp-content\/uploads\/2026\/10\/Damien-Dufour_EngD3-200x300.jpeg 200w, https:\/\/www.icdrachten.nl\/wp-content\/uploads\/2026\/10\/Damien-Dufour_EngD3-768x1153.jpeg 768w, https:\/\/www.icdrachten.nl\/wp-content\/uploads\/2026\/10\/Damien-Dufour_EngD3-1023x1536.jpeg 1023w, https:\/\/www.icdrachten.nl\/wp-content\/uploads\/2026\/10\/Damien-Dufour_EngD3-8x12.jpeg 8w, https:\/\/www.icdrachten.nl\/wp-content\/uploads\/2026\/10\/Damien-Dufour_EngD3.jpeg 1066w\" sizes=\"(max-width: 682px) 100vw, 682px\" \/><\/a><\/figure>\n\n\n\n<h3 class=\"wp-block-heading has-medium-font-size\"><strong>What does an EngD bring to a company?<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">According to Damien, one important advantage of an EngD is the additional research capacity. A regular product team often does not have enough time to thoroughly investigate a complex technical issue. An EngD trainee can, on the contrary, devote longer time to that.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In addition, a trainee brings a network from the university. Through the RUG, Damien can, for example, relatively easily leverage knowledge and expertise from different research groups. For AutoMooring Solutions, this, according to him, opens up a new opportunity to connect advanced knowledge with concrete technical challenges.<\/p>\n\n\n\n<h3 class=\"wp-block-heading has-medium-font-size\"><strong>And what does the EngD candidate learn from a company?<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">This interaction works in two directions. At the university, the focus is on research questions, new methods, and ambitious technical solutions. In the business world, there is an additional important question:&nbsp;<strong>Can we actually use this?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A solution must be able to be integrated into existing systems. It must be safe. It must be practically applicable. And ultimately it must offer added value compared to what already exists. According to Damien, this perspective is much more strongly conveyed to students in business life.<\/p>\n\n\n\n<h3 class=\"wp-block-heading has-medium-font-size\"><strong>No additional capacity, but a new capability<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Damien is clearly positive about the potential of an EngD for companies. His main advice: choose a problem that is truly difficult. According to him, an EngD is not intended to further develop an existing problem for which a solution already exists. Complex problems, in fact, offer space for research, experimentation, and new approaches.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Freedom is also important. Give an EngD trainee the space to look at the problem from different perspectives.&nbsp;<em>\u201cIt\u2019s not just extra engineering capacity. It\u2019s a new capability that you develop as a team.\u201d<\/em>&nbsp;According to Damien, that is exactly where the strength of an EngD lies.<\/p>\n\n\n\n<h3 class=\"wp-block-heading has-medium-font-size\"><strong>An EngD for students and companies<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Damien now clearly sees himself continuing to advance in the world of robotics and AI. He is particularly drawn to designing new AI solutions for traditional problems. In five years\u2019 time, he may see himself as a strategic thinker or leader of an R&amp;D team, helping to develop new technology and bringing it to practical use.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">His advice to students is clear. An EngD is suitable for people who find research interesting, but also like to build and develop. You need to be comfortable with uncertainty, be able to work independently, and be able to combine different disciplines and opinions.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">His own description of an EngD sums it up nicely: <em>\u201cAdvanced research combined with real-world engineering. You develop new technology for autonomous systems and then ensure that that technology actually works.\u201d<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">For ICD, it is precisely this connection that is interesting. The North Netherlands has innovative companies that work on complex technological issues. At the same time, there are talented graduates who want to further develop their knowledge and apply it immediately. An EngD brings these two worlds together.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In the third and final part of this series we speak with <a href=\"https:\/\/www.linkedin.com\/in\/jesse-roorda-6502051a3\/\" target=\"_blank\" rel=\"noreferrer noopener\">Jesse Roorda<\/a>, who is his EngD at <a href=\"https:\/\/www.philips.nl\" target=\"_blank\" rel=\"noreferrer noopener\">Philips<\/a> We are doing this to show another side of the collaboration between universities and industry.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.icdrachten.nl\/en\/news\/van-theorie-naar-praktijk-hoe-een-engd-innovatie-versnelt-bij-omnidots\/\" target=\"_blank\" rel=\"noreferrer noopener\">Here is the link to the article from last month<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><a href=\"https:\/\/www.icdrachten.nl\/wp-content\/uploads\/2026\/10\/Damien-Dufour_EngD-e1791376054328.jpg\"><img decoding=\"async\" width=\"944\" height=\"1024\" src=\"https:\/\/www.icdrachten.nl\/wp-content\/uploads\/2026\/10\/Damien-Dufour_EngD-e1791376054328-944x1024.jpg\" alt=\"\" class=\"wp-image-14101\" style=\"width:500px;height:auto\" srcset=\"https:\/\/www.icdrachten.nl\/wp-content\/uploads\/2026\/10\/Damien-Dufour_EngD-e1791376054328-944x1024.jpg 944w, https:\/\/www.icdrachten.nl\/wp-content\/uploads\/2026\/10\/Damien-Dufour_EngD-e1791376054328-277x300.jpg 277w, https:\/\/www.icdrachten.nl\/wp-content\/uploads\/2026\/10\/Damien-Dufour_EngD-e1791376054328-768x833.jpg 768w, https:\/\/www.icdrachten.nl\/wp-content\/uploads\/2026\/10\/Damien-Dufour_EngD-e1791376054328-11x12.jpg 11w, https:\/\/www.icdrachten.nl\/wp-content\/uploads\/2026\/10\/Damien-Dufour_EngD-e1791376054328.jpg 1263w\" sizes=\"(max-width: 944px) 100vw, 944px\" \/><\/a><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/www.icdrachten.nl\/wp-content\/uploads\/2026\/08\/3DPK_finanicieer-logos.png\"><img decoding=\"async\" width=\"1024\" height=\"176\" src=\"https:\/\/www.icdrachten.nl\/wp-content\/uploads\/2026\/08\/3DPK_finanicieer-logos-1024x176.png\" alt=\"\" class=\"wp-image-13930\" srcset=\"https:\/\/www.icdrachten.nl\/wp-content\/uploads\/2026\/08\/3DPK_finanicieer-logos-1024x176.png 1024w, https:\/\/www.icdrachten.nl\/wp-content\/uploads\/2026\/08\/3DPK_finanicieer-logos-300x52.png 300w, https:\/\/www.icdrachten.nl\/wp-content\/uploads\/2026\/08\/3DPK_finanicieer-logos-768x132.png 768w, https:\/\/www.icdrachten.nl\/wp-content\/uploads\/2026\/08\/3DPK_finanicieer-logos-1536x265.png 1536w, https:\/\/www.icdrachten.nl\/wp-content\/uploads\/2026\/08\/3DPK_finanicieer-logos-18x3.png 18w, https:\/\/www.icdrachten.nl\/wp-content\/uploads\/2026\/08\/3DPK_finanicieer-logos.png 2043w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>","protected":false},"excerpt":{"rendered":"<p>This is part 2 of a trilogy about the Engineering Doctorate (EngD) in Autonomous Systems. In this article from last month, Rinnert Jan Politiek shared his experiences at Omnidots. In this episode, we speak with Damien Dufour. He works at AutoMooring Solutions (Groningen) on the development of autonomous maritime systems. His EngD shows how\u2026<\/p>","protected":false},"author":37,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_breakdance_hide_in_design_set":false,"_breakdance_tags":"","footnotes":""},"categories":[25],"tags":[61,242,75,49,28,58],"class_list":["post-14086","post","type-post","status-publish","format-standard","hentry","category-nieuws","tag-bedrijfsleven","tag-engd","tag-high-tech","tag-hightech","tag-innovatie","tag-studenten"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>EngD bij AutoMooring Solutions: AI, robotica en innovatie<\/title>\n<meta name=\"description\" content=\"Damien Dufour doet zijn EngD bij AutoMooring Solutions. 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