There are three main activities within this project:
1. Three pilots with clients to prove and get acceptance of the technology: a) off-shore in the North Sea, b) shale in the USA, c) shale in Argentina
2. Improvement of the technology, mainly focused on Machine Learning algorithms and IT aspects
3. Business development and dissemination
Ad 1. For the pilots we have acquired the projects, partnering with four clients. In total more than 3500 samples were taken in this past year (more than double the size of the project plan): 1260 from North Sea locations (Figure 3), 540 in two areas in the USA (shale gas in Texas and shale oil in the North Dakota), 1620 in central Argentina. The North Sea samples are analysed and modeled of which the first results were presented at a micro-seepage conference in Houston in June 2019. This dataset and results still offer opporutinity to be improved, which will be part of our work for the coming year. The Argentina samples are in the process of DNA analysis. These, together with the USA samples, are expected to be analysed before the end of 2019. Modelling will take place in 2020.
Ad 2. More than ten different AI algorithms were tested on current data in the database for possible improvement on accuracy. At this moment the Elastic Net software for feature selection (to reduce the possible microbes that are indicators of oil and gas from >300.000 to < 3.000) and Support Vector Machine for classification (to determine the chance on oil and gas for this location and classify whether to drill or not) are found to be the most robust and reliable to use.
Ad 3. During the first year Biodentify has been quite active at conferences, social media, workshops, online and offline press releases. After getting the new hires on board the marketing and dissemination department worked on updating all general company presentations, improving the graphics on our website, working on showing ‘everyday life’ at Biodentify through its team, projects and events, as well as going deeper into the advanced technology. An overview of activities per category: nine Trade Shows and Workshops, five Press releases, and various Online/social media improvements (two landing pages for different propositions, announcements of Biodentify’s presentations and presence at workshops, conferences, conventions and exhibitions on LinkedIn, Google Analytics, Google trends, Hotjar, main keywords research, publishing of movies, infographics and more).