Ambient Intelligence (English) - Saxion

The Ambient Intelligence research group makes environments smart. The research group focuses primarily on applications related to safety, sports and smart industry. Safety projects are often in collaboration with the fire brigade. In these projects, solutions have been developed to determine where a firefighter is in buildings without infrastructure with sensors.

With regard to sports, the research group pays a lot of attention to monitoring athletes. For example, (sensor) technology and big data analysis are used for the early detection of signals of overload and thus the prevention of injuries.

Through projects in the smart industry, we help SMEs to improve the efficiency of their process or the quality of their product with the help of data. The research always focuses on measurements via sensors (sense), models to interpret the measured data (think) and giving feedback to the user (act).

The most profound technologies are those that disappear. They weave themselves into the fabric of everyday life until they are indistinguishable from it.

Mark Weiser, Xerox Park, 1991

Cooperation research group Ambient Intelligence

Knowledge is built up through projects in which companies, students, teachers and researchers work together. The lectorate has a large network of (regional) companies and knowledge institutions. Thanks to good contacts with the business community, the research is always demand-driven. The research group also collaborates with other research groups from Saxion and other universities of applied science. The research is also multidisciplinary. In addition, there is a structural collaboration with and sponsoring of Thales, the University of Twente and Roessingh R&D.

The Ambient Intelligence research group actively participates in the following networks: Platform PRIO, Nederlandse AI Coalitie,The Garden of Kairos and T-Valley.

Connected embedded systems

The research line connected embedded systems focuses on making the latest developments in the field of internet-linked embedded systems applicable within existing engineering practice. We develop practical knowledge and prototypes on, among other things, obtaining data from sensors (measuring), sensor fusion and filtering, data distribution, communication protocols and (embedded) software development.

List of current research projects

Applied data science

The Applied data science research line focuses on how to get "situational awareness" from (measured sensor) data: who is present, what do they do, what is going on, or even what are the intentions. In addition to data storage and management, this mainly concerns (big) data analysis, data mining, learning systems and decision support.

Augmented interaction

The Augmented Interaction research line uses various technologies to realize natural, intuitive interaction. By making use of cross reality (augmented, mixed and virtual reality), combined with physical representations such as robots, we make the invisible visible and interactive in a natural way. The real and virtual worlds become fully integrated in cyber-physical systems.

Publications

Through the years, our research group has contributed to several publications. Below, you'll find a list of the most recent ones.

DEMO'S / PROTOTYPES (PRODUCTEN BEROEPSPRAKTIJK)

Labelled high resolution point cloud dataset of 15 catenary arches in The Netherlands, 04-03-2022, Bram Ton, https://dx.doi.org/10.4121/17048816 (Open access)

WETENSCHAPPELIJKE PUBLICATIES

Ton, B.; Ahmed, F.; Linssen, J. Semantic Segmentation of Terrestrial Laser Scans of Railway Catenary Arches: A Use Case Perspective. Sensors 2023, 23, 222. Beschikbaar via: https://doi.org/10.3390/s23010222 (Open access)

HANDBOEKEN

Deep learning for computer vision, a manual for the IT-minded engineer, 20-05-2022, Jeroen Linssen

PUBLICATIES IN VAKBLAD (SEMI-WETENSCHAPPELIJK)

Sociaal aanraken op afstand, publicatie in blad Sozio, februari 2022, Danny Plass
Magazine van Vereniging Sport en Evenementen, "Volledige risicobeheersing heeft rust en zekerheid", jaargang 70, nummer 2, juni 2022, Raoul Willemsen, Sportkeur

BIJDRAGE AAN SYMPOSIA (PRESENTATIES)

Internet of Things research methodology for SMEs, 12-11-2021 (FIMS), Miha Lavric
Semantic segmentation of catenary arches, presentatie tijdens de Digitalization of the built environment conferentie, 01-04-2022, Bram Ton
Wat is AI en hoe kunnen we het inzetten om onze productie slimmer en efficienter te maken? Presentatie tijdens het BOOST Smart Industry Jaarevent 2022, 24-03-2022, Jeroen Linssen
Ambient Intelligence & Digitale transformatie in de zorg, presentatie tijdens Health Valley, 31-03-2022, Jeroen Linssen.
Smart ML Load predictions for demand side management in microgrids, presentatie tijdens ICT open, 06-04-2022, William Brown, Miha Lavric, Javier Ferreira Gonzalez
Low power embedded IoT ML activity classification for wildlife protection, presentatie tijdens ICT Open, 07-04-2022, Javier, Peter, Prachi, Pepijn Keizer en Jeroen van der Heiden.
Poster: cybersecure distributed communication framework for Micro grid applications, 07-04-2022, Eyuel Ayale, Javier Ferreira Gonzalez en Dany Dragoi
SpiroPlay – Gamified spirometry for home monitoring of children with asthma + video over project Sociaal aanraken op afstand, ICT Open 6/7 april 2022, Iris Heerlien, Alejandro Moreno, Danny Plass, Robby van Delden (UT), Mannes Poel (UT), Mattienne van der Kamp (MST)
Poster sociaal aanraken op afstand + video Sociaal aanraken op afstand, ICT Open 6/7 april 2022, Danny Plass, Roos van Kleef (student), Jorrit de Jong, Anne Pasman, Lieke Middel, Wouter Vos (Elitac), Marijke Noome
Samenwerking lectoraat AMI met veiligheidspartners, presentatie tijdens Saxion Research Conference, Wouter Teeuw, 11 juli 2022
Toezicht in transitie - Technologische ontwikkelingen relevant voor toezicht, 12-10-2022. Presentatie voor middagsessie over Toezicht en de kansen v.w.b. data & AI, Jeroen Linssen
Gastcollege Minor AI, Safety & Security: AI & data science (in het kort), 28-11-2022, Presentatie voor Minor AI, Safety & Security van Saxion, Jeroen Linssen
Research meeting Employability Transition: Zinvolle inzichten in data met Artificial Intelligence, 19-12-2022, Presentatie voor lectoraat Employability Transition, Jeroen Linssen
Poster SportKeur 2.0: Video analysis of a biking track by computer vision, 11-07-2022, SRC22, Andrii Roizin, Alejandro Moreno, Iris Heerlien, Prachi Bagave, Roonak Babakhani, Tatiana Goering
DDM workshop sensing, bijeenkomst binnen het project Digital Driven Manufacturing, Jeroen Linssen, 11-02-2022
DDM workshop digital twinning, bijeenkomst binnen het DDM project, Jeroen Linssen, 14-02-2022
Techniek, zorg, onderwijs en overheid vinden elkaar tijdens kennisevent digitale transformatie in de zorg, Jeroen Linssen, Wouter Teeuw, Sjors Groeneveld, Bernadette Lohuis en Remko Soer, 05-04-2022
Kick off meeting TFF Predict to Prevent, Jeroen Linssen, 11-05-2022
Presentatie voor afsluiting project Focus op Vision, Jeroen Linssen, 20-05-2022
Presentatie voor afsluiting project Sportkeur 2.0, Tatiana Goering, Iris Heerlien, Alejandro Moreno, Roonak Babakhani, 21-06-2022

STUDENTENPROJECTEN (STAGE-, MINOR-, AFSTUDEERVERSLAGEN)

Develop a small system to detect people in the queue and a dashboard, Ruben Assink, 1-2-2022
Extend the project approach tool with automatic feedback and visualisations, Stanislav Dior, 1-2-2022
ML-based algorithms for Migrogrid optimizations, Daniel Gabriel Drãgoi, 1-2-2022
Underground Water Sensor Cloud platform, Richie Valentino Richard Ilot, 1-2-2022
Make the CTRLab a living lab for Deventer!, Ronald Berg, Stijn van den Hasselerharm, Menno Wissink, Annabel van Dijk, Selinde Wübkes, Joris Immink, David Koens, 1-2-2022
Research, develop and test an innovative IoT solution that can provide remote monitoring & controlling via dashboard or mobile app, Helder Ferraz de Carvalho, Niels van Hecke, Rick Versluis, 1-2-2022
Exploration and testing phase of state-of-the-art ML-based prediction algorithms for different type of microgrid configurations, William Brown, Mohamad Anjila, Huy Trân, 1-2-2022
Sensor placement, sensing strategy, sensor modalities for the bearing test-bench of The den Hague university, Ken Yeh, Ewout van Dartel, Tim Leemreize, Wout Scheffer, 1-2-2022
Deep learning on point clouds, Zino Vieth, 1-2-2022
Automated detection and classification of pig behavior using computer vision, Lin Hoang, Nam Trinh, Huy Cao, Ruikang Xu, 1-2-2022
Dashboard for visualization of foot pressure, Sander Adam, Niek Tempert, Merijn Bauhuis, Sten ter Stal, 1-2-2022
Visualizing point cloud segmentation, Floris Verburg, 1-2-2022
Effect of image quality in computer vison for semantic segmentation of road images, Christian Anghel, 8-7-2022
Automation of the inspection of a biking track using computer vision, Andrii Roizin,15-7-2022
Full stack application development for the risks at sports, Mechiel van der Hoeven, 15-7-2022
UIUX design of energy consumption dashboard for carbon neutral communities, Gerben Bornebroek, 15-7-2022
Encouraging energy conscious behaviour for carbon neutral communities, Marvin Eilander, 15-7-2022
Modular IOT Industrial Monitoring Solution for Filtration Systems, Pepijn Keizer, 15-7-2022
Intelligent low-power IoT ambient monitor solution for energy transition, Niek Hoornsman, Bas Oppe, Tim ter Steege, Keith Iqbal, 15-7-2022
Flexible textile-based electronics IoT solutions, Musab al Muqbali, 15-7-2022
Direct matching of CAD models to point clouds without segmentation, Bartosz Przadka, 8-7-2022
William Brown
Saxion mobility map, Lukman Sulaiman Al-Busaidi, Michael Shekhovtsov, Vincenzo Savarese, Yehor Zhvarnytskyi, Christopher van Gaalen, 8-7-2022
Project approach tool - security & usability, Henry Wright, Oleksii Soloviov, Simona Ilieva, Siyovush Tochir, Yibing Chen, 8-7-2022
3D Point Cloud Segmentation and Automation for Railway Catenary arches, Plamen Bozov, 8-7-2022
Point cloud based semantic segmentation for catenary system using deep learning:Compressibility of a PointNet++ network, Nils Rutgers, 8-7-2022

IN DE MEDIA

Artikel: https://www.rtvoost.nl/nieuws/2073078/saxion-brengt-sociaal-aanraken-op-afstand-dichterbij, Danny Plass, 20 maart 2022
Videoclip van rtv oost nieuws: https://www.youtube.com/watch?v=3w52czc8XFo, Danny Plass, 20 maart 2022
Radio: https://www.rtvoost.nl/radio/aflevering/klaarwakker/2072370_20220321060000 (vanaf 16:50), Danny Plass, 21 maart 2022
Succesvolle samenwerking mkb en Saxion in IoT-lab | Oost NL, Jeroen Linssen, 6 april 2022
Saxion nieuws april 2022: het smeren van een boterham is ook een algoritme, Jeroen Linssen over algoritmes in het Science Café
Saxion nieuws: https://www.saxion.nl/nieuws/2022/11/hoe-ambient-intelligence-ons-gaat-helpen-om-sportaccommodaties-veilig-te-houden-iris-en-tatiana-over-sportkeur-2.0, "Hoe Ambient Intelligence ons gaat helpen om sportaccomodaties veilig te houden: Iris en Tatiana over Sportkeur 2.0", 29 november 2022

PUBLICATIons in trade magazines

Slim en snel data verwerken, publication in “Op het spoor” edition november 2021, Bram Ton, Faizan Ahmed and Jeroen Linssen
Ocepek M, Žnidar A, Lavrič M, Škorjanc D, Andersen IL. DigiPig: First Developments of an Automated Monitoring System for Body, Head and Tail Detection in Intensive Pig Farming. Agriculture. 2021 Dec 21;12(1):2.

Contributions to SYMPOSIA (PRESENTATIons)

Applied data@saxion, network meeting, presentation on Data @ AI van HBO-i, Jeroen Linssen, 03-02-2021
Smart Microgrids, WP 4.2 Technical Session (04/02/21), (Quintec project), Miha Lavric and Javier Ferreira Gonzalez
Insights into the invisible, presentation at ICT open 2021, Bram Ton, 11-02-2021
Machine learning based sensor fusion for localization : initial test results, presentation at ICT open, Tania Andrea, David Zalewski and Javier Ferreira Gonzalez, 11-02-2021
Self-configurable UWB based sensor network for localization applications, poster ict open, Valentin Tosetchi, Dawid Zalewski and Javier Ferreria Gonzalez, 12-02-2021
Pesten, kun je dat tegengaan met een bullying game? Press release Jeroen Linssen, Anne Hurenkamp, Ines Schell and Matthijs van Veen, 06-04-2021
TFF Military: applicaties voor bezoeker en jury, presentation during einddemo project, Peter Ebben, 06-04-2021
TFF Military einddemo: Virtual Camera, Evert Duipmans, 06-04-2021
Station 2 – EIS Distributed wireless infrastructure and horse monitoring system, einddemo TFF military project, Javier Ferreira Gonzalez, 06-04-2022
Semantic segmentation of railway catenary systems, mid term advice report, Bram Ton, Faizan Ahmed en Jeroen Linssen (advisory report for project TFF Digitalisatie Bovenleidingen en draagconstructies) 09-04-2021
Pepper under control, report, Karlo Drvoderic en Jeroen Linssen, 22-04-2021
TV broadcast RTV Oost on the project TFF Military, Jan Laarhuis en Evert Duipmans, 01-05-2021
Wat is Artificial Intelligence, Teqnow webinar quality control, Jeroen Linssen, 20 05 2021
WorldClassMaintenance & Big Data, Jeroen Linssen, 20-05-2021
Segmenting small objects in a large point cloud using the Super Point Graph Model, Egbert Dijkstra, Faizan Ahmed, Bram Ton and Jeroen Linssen, 01-07-2021
Kunstmatige intelligentie, buzz of business. Podcast on artificial intelligence in the MKB, Jeroen Linssen, 15-07-2021
Presentation of Ambient Intelligence at the offshore expertise center of Rijkswaterstaat, Jeroen Linssen, 31-08-2021
Presentation of Ambient Intelligence at the Offshore Expertise Center of Rijkswaterstaat, Jeroen Linssen, 03-09-2021
Some steps on the stairs to digital twinning, RCT Gelderland, meeting on the advantages of digital twinning, Jeroen Linssen, 16-09-2021
Segmantic segmentation of catenary arches, Presentation during T valley Tech conference, Bram Ton, 30-09-2021
Automatisering van AI gebaseerde data-analyses, presentation at T-valley congres, Jeroen Linssen, 30-09-2021
Maar uw bedrijf slimmer met The Internet of Things, Webinar IOT Oost, Wouter Teeuw, 28-10-2021
The why of AI; managing expectations and limitations of AI based Technology in Industry, presentation on the international conference of emerging trends in business and management, Jeroen Linssen, 12-11-2021
Managing the uncertain future of AI, keynote speech at the international conference of emerging trends in business and management, Jeroen Linssen, 12-11-2021
Internet of Things research methodology for SMEs. Presentation at FIMS - Saxion international conference on “Emerging Trends in Business and Management”, Miha Lavrič, 12-11-2021
ICT OPEN 2021, online, the Netherlands, B. Ton, Insights to the invisible, Prima Vera, 11-2-2021
ICT Open 2021, online, the Netherlands, T. Andrea Grama, D. Zalewski, J. Ferreira Gonzalez, Machine learning based sensor Fusion For Localization – Initial Test Results, 10-02-2021
ICT Open 2021, online, the Netherlands, Valentin- Florin Tosetchi, D. Zalewski, J. Ferreira Gonzalez,
Self configurable UWB based sensor network for localization applications, 10-02-2021

educational material

Data, data and even more data, Jeroen Linssen, gastcollege HBO- ICT 01-04-2021

AI trainingssessie 1: methodologie & data mining, Jeroen Linssen, 21-5-2021
AI trainingssessie 2: machine leaning, Jeroen Linssen en Miha Lavric, 04-06-2021
AI trainingssessie 3: deep learning, Jeroen Linssen, 18-06-2021
Embedded IOT solutions, guest lecture at the IoT specialization course from HBO-ICT, Jeroen Linssen, 27-09-2021

DEMOS / PROTOTYPES

Object classification of railway structures, Creation of a pipeline to prepare point clouds, generate training data and detect objects in a point cloud, Joey Teunissen, Benjamin Bakir, Job Jonkers Ahmed Rehad, Thomas Tunc, Matthijs van Veen en Jeroen Linssen, 05-02-2021

PRESENTATIons

EFRO Flywheel technology for energy storage in microgrids - Smart Microgrids, 4-2-2021, J. Ferreira Gonzalez, M. Lavric , internal presentation
ICT OPEN 2021, online, the Netherlands, B. Ton, Insights to the invisible, Prima Vera, 11-2-2021
ICT Open 2021, online, the Netherlands, T. Andrea Grama, D. Zalewski, J. Ferreira Gonzalez, Machine learning based sensor Fusion For Localization – Initial Test Results, 10-02-2021
ICT Open 2021, online, the Netherlands, Valentin- Florin Tosetchi, D. Zalewski, J. Ferreira Gonzalez,
Self configurable UWB based sensor network for localization applications, 10-02-2021

STUDENT projects

Best practices for data analytics at Pentas, Octavian Dima, 15-7-2021
Comparison of data analytics for sleuces, Quyen Dang, 15-7-2021
Project approach tool- collaboration, Lars Hendriks, 10-1-2021
Automated animal image classification from camera traps, Guus Janssen , Falco Berendhaus, Iris Bolhuis, Dominique Netters, Willem Lefferts, 5-2-2021
Point-cloud classification of railway objects, Thomas Tunc, Benjamin Bakir, Job Jonkers, Joey Teunissen, Rehan Ahmed, 5-2-21
Ontwikkeling AR spel voor supporters, Indre Satinskyte, Kaloyan Krastev, Martynas Zilinskas, Max Molewijk, Rik Oomkes, Stef Klein Nagelvoort, 5-2-2021
Nasogastric tube insertion training for nurses, Andrei Martashov, 5-2-2021
Analysing sportkeur data and creating a dashboard for real time monitoring, Alparslan Selvi, Serkan Demirhan, Fatih Kartal, 5-2-2021
Selecting a new platform for Military Horse Positioning, Thymo van Beers, Tim Hofman, Wout van Mensvoort, 7-2-2021
Analysis and presentation of Scania data, Catalina Doschinescu, Slav Mitov, Nikola Todev, Shumous Jumaily al, 7-2-2021
Design an app and API for infrastructural maitenance in the field, Josh van Asten, 7-2-2021
Create a BIM Unity app that can retrieve information from a BIM server, Andrei Terus, 7-2-2021
PepperManualControl, Karlo Drvoderic, 23-4-2021
Develop a dashboard to display spirometry data of the latest session and over time, Bernard Merveille, 23-4-2021
ML-based algorithms for Migrogrid optimizations, Anton Zuboskyi, 9-7-2021
Develop a small system of camera + pi to detect how many people are in the queue, Ruben Assink, 9-7-2021
3d videos - experiential information booth on the lockers, Carina Campisi, 9-7-2021
ML-based algorithms for Migrogrid optimizations, Anton Zuboskyi, 9-7-2021
Project approach tool: automatic feedback, Robin van Alst, 9-7-2021
Using deep learning for point cloud segmentation, Mani Salahmand, 9-7-2021
Investigate the usage of the ESP32 Ultra Low Power co-processor as processor for sensor data collection, David Comman, Hidde Moll, Luciano Orlandini, Midas Kortman, Thymo van Beers, 9-7-2021
Simple machine learning algorithms, which could run on embedded platform, David van Hartevelt, Jeroen van der Heiden, Luc Grefte, Pepijn Keizer, 9-7-2021
Chatbots voor automatische gesprekken, Vincent Witten, 30-4-2021
Refactor the load monitoring system and prepare the system to be used in an open source community, Dovydas Valiulis, 9-7-2021
Functionality to annotate damages, structural, safety problems in a Unity BIM viewer application, Niek Tempert, 9-7-2021
Analysing sportkeur 2.0 data and creating a dashboard for real time monitoring the data, Fatih Likoglu, Lars van den Broek, Gianni Valenzuela Flores, 9-7-2021
Neus-maagsonde, Andrei Martashov, 9-7-2021
Neus-maagsonde, Duy Hoang, 9-7-2021
Neus-maagsonde, Noortje Klein Willink, Kieu Nguyen, Willemijn Lanzing, Marieke van Essen, Mayke Stoverink, Jetskte Wilmink, 9-7-2021
Danny Neus-maagsonde, Jesse de Rooij, Christian Richters, William te Wierik, Jelmer Santing, 9-7-2021
Comparison of models for point cloud classification/segmentation, Egbert Dijkstra, 2-7-2021
Opensource data manager platform, Benjamin Bakir, 12-11-2021

scientific publications (PEER REVIEW)

SpiroPlay, a Suite of Breathing Games for Spitometry by lkds& experts, Danny, Plass, OUde Bos, CHI play '20, November 2-4, Virtual Event Canada
Intramusculair EMG versus surface EMG of Lumbar Multifidus and Erector Spinae in Healthy Participants, Anke Hofste, Remko Soer, Etto Salomons, Frits Oosterveld, Jan Peuscher, Andre Wolf, Han vd Hoeven, Gerbrand Groen, Hermie Hermsen, Spine, Volume 45, numer 20, pp E1319 – E1325, Wolters Kluwer
Dijkstra, M. W. S., Siebrand, E., Dorrestijn, S., Salomons, E. L., Reneman, M. F., Oosterveld, F. G., Soer, R., Gross, D. P., & Bieleman, H. J. (2020). Ethical considerations of using machine learning for decision support in occupational health: An example involving periodic workers’ health assessments. Journal of Occupational Rehabilitation, 30(3), 343.
PrimaVera: Synergising Predictive Maintenance, Bram Ton, Rob Basten, John Bolte, Jan Braaksma, Alessandro di Bucchianico, Philippe Calseyde, Frank Grooteman, Tom Heskes, Nils Jansen, Wouter Teeuw, Tiedo Tinga, Mariëlle Stoelinga, Applied Sciences, Vol. 10, No. 2, Nov. 2020, https://www.mdpi.com/2076-3417/10/23/8348 .

PUBLICATIons in trade magazines

“Niet de robots maar de bouw is aan zet”, artikel in Bouwen in het Oosten editite maart 2020 – J. Linssen.

contributions to SYMPOSIA

Applied research on artificial intelligence at Saxion, Oost NL, Apeldoorn 19-05-2020, Jeroen Linssen, Wouter Teeuw

educational material

AI- training session 1: methodology & datamining – J. Linssen 29-05-2020
AI-training session2 – machine leraning- M. Lavric 12-06-2020
AI-training session 3- deep learning overview – Dr. Ioannis Katramados (lector), Hossein Rahmani (researcher NHL Stenden), juli 2020

DEMOS / PROTOTYPES

DSI, Data science in Industry (an overview of methods and tools) Faizan Ahmed, Prachi Bagave, Miha Lavric, Jeroen Linssen, 31-08-2020, Enschede
DSI- IoT in Industry ( an overview of tools and a case study), Faizan Ahmed, Martin Wesselink, Prachi Bagave, Jeroen Linssen, 31-08-2020, Enschede
DSI- Bronkhorst – Forecasting handbook , Lammert Heijen, 31-08-2020, Ruurlo

PRESENTATIons

Insights in to the invisible, Consortium meeting Prima Vera, 26-11-2020, B. Ton Universiteit Twente, online meeting
Project Approach tool.nl; Danny Plass, HBO-ICT, HBO-I platformmeeting, 23-09-2020
WP2 ontwikkeling belastingmonitor Software, Eindevent Belastingmonitor 29-10-2020, Etto Salomons, TEAMS meeting
Dirstibuted and secured microgrids, J. Ferreira Gonzalez, Consortium presentation for the EFRO Quinteq flywheel, 1-10-2020
Embede IoT Solutions @AMI, Javier Ferreira Gonzalez, 01-10-2020 , Guess lecture at the IoT Specialization course from HBO-ICT, 1st October 12:30-13:00 via Teams
Ambient Intelligence: Enabling IT for a smart world, Seminar Pervasive Systems,Universiteit Twente, Enschede, 8 October 2020, Wouter Teeuw
TFF Military - IES Software Defined Wireless Networking Javier Ferreira Gonzalez, Eyuel Debebe, Jan LaarhuisPresentation for project stakeholders, 07 2020
“The ranger alarm system, and IoT approach to prevent poaching” J. Ferreira Gonzalez, 2019-December-09
KWS Tsavo Research Conference 2020, Sarova Taita Hills Lodge, Tsavo, Kenya
Sensing alarm responses of ungulate herds to prevent poaching of endangered fauna. The ranger alarm system, an IoT approach, J. Ferreira, ACT Studiedag, Saxion UAS, Enschede, 01 2020
Project Firebot; D. Plass, consortiummeeting 24-04-2020
Clusterbijeenkomst WCM Oost- Datamining voor predictive maintenance, Jeroen Linssen 30-06-2020
Clusterbijeenkomst NPAL- Datamining voor predictive maintenance, Jeroen Linssen 25-08-2020
W.B. Teeuw, “Ambient Intelligence for Dummies: The impact of the internet of things”, ACT studiedag, Saxion, Enschede, 27 januari 2020
AI & HMI GRID Pitching \session Ambient INtelligence Lab, 17-12-2020, Dr. J. Linssen, digitaal
Predictive maintenance, asset management and data science, 17-12-2020, Dr. J. Linssen, digitaal

STUDENT projects

Automatic DAC quality control, Wybren Oppedijk, bachelor thesis, juli 2020
Bouwatch- Process Report Identification and visualization of displacement of surveillance masts, Vincent Bruggmena, Colin Hemeltjen, Jasper Sijgers, Dovydas Valiulis, Anthonu van der Berg (tutor)
Excellence Track- Datascience Bronkhorst SDales Analysis Project Report, Quyen Dang, Jeroen Linssen, 17-7-2020
Euromoulings – energie monitoring, Jeroen Linssen, Timo van den Steenhoven, Jordu van Dillen, Bram van Ostaijen, 8-7-2020
Pentas Smart Silos, J. Linssen, Rayvano Keizer, Michiel Brink, Dick Pellen juli 2020
Machine learning based sensor fusion for localization applications”, T. Grama, D. Zalewski, J. Ferreira Gonzalez, 2020-January
Alice & Eve event “celebrating women in computing”, Twente University, Enschede, The Netherlands.
https://fmt.ewi.utwente.nl/events/aliceandeve2020/

scientific publications (PEER REVIEW)

Moreno, A., Poppe, R., Gidson, J.L., Heylen, D., Automated and unobtrusive measurement of physical activity in an interactive playground, International Journal of Human Computer Studies, 2019
Bruijnes, M., Linssen, J., Heylen, D.K.J., Special edition editorial: Virtual Agents for Social Skills Training, Journal of Multimodal User Interfaces, 2019 vol 13, issue 1, pp 1-2.

contributions to SYMPOSIA

Linssen, J. Lessons learned from data science in industry, Twente Data Meetup (Saxion Edition), Enschede, 07-11-2019.
Linssen, J. AI, wat kunnen we er praktisch mee in het mkb? AI – Het nieuwe DNA in business, Enschede, 07-11-2019.
Linssen, J. Me, Myself, and ITech. Gastcollege Interaction Technology University of Twente, Enschede, 21-10-2019.
Goering, T. Big Data Technology for Detection of Athletes Overload, ICT Square, Enschede, 27-06-2019.
Linssen, J. Data in Smart Industry: How can SMEs improve their business with data? ICT Square, Enschede, 27-06-2019.
Linssen, J. Studeren met robots. HBO-i Kijkje in de Keuken, Deventer, 19-06-2019.
Linssen, J., Wesselink, M., Veltman, J., Sijgers, I., Teeuw, W. Data-driven uptime improvement for Scania. Saxion Smart Solutions Festival, Deventer, 14-06-2019.
Linssen, J. Parallelsessie 'Machine learning in de zorg, e-commerce & product-optimalisatieprocessen’. Parallelsessie op evenement ‘Boost AI in uw organisatie’, Deventer, 09-05-2019.
Teeuw, W.B., TFF-Military: Event Information Systeem voor Military Boekelo, Startevent x3D: ICT voor Diergedrag, Diergezondheid en Dierenwelzijn, VKON, Den Ham, 25 april 2019.
Goering- T., Moses – Mobile Sensing for safety, Health Monitoring System, International Conference E- society, Utrecht, 11-04-2019.
Teeuw, W. Situational Awareness of health and safety, USA4EUROPA Conference, Brussel, April 2019
Ferreira Gonzalez, J., Buurlage, B., Zalewski, D.R.,: AIOSAT, Autonomous Indoor & outdoor Safety Tracking System, ICT Open, Amersfoort, 19 en 20-03-2019.
Linssen, J., Booij, R., Brezoi, A., Mulders, B., Veen, van, M., Ferreira Gonzalez, J., Fitting Fashion Using Machine learning, ICT Open, Amersfoort, 19 en 20-03-2019.
Plass, D., Kwaliteitsmodel voor HBO-ICT onderzoek, SURF Workshop Utrecht 18-03-2019
J. Ferreira Gonzalez, Sensing Alarm responses of ungulate herds tp prevent poaching of endangered fauna, 9-12-2019 Tsavo research Conference Kenya

educational material

Linssen, J. Data, data en nog eens data – Wat moeten, kunnen, en willen we ermee? Gastcollege Bedrijfseconomie, Deventer, 29-05-2019.

PRESENTATIons

Teeuw, W., Research@saxion, presentatie tijdens stuurgroep meeting EFRO E-PLM 2.0 12-09-2019 F:\KCDTAmI\Projecten\2192168 EFRO E-PLM 2.0\02 Uitvoeringsfase\Stuurgroep

IN MEDIA

B. Kranenburg, Computers besturen met je hersenen, interview met Danny Plas, NPO Radio 5, 17 juli 2019
https://www.nporadio5.nl/gemist/audio/358802/computers-besturen-met-je-hersenen
F. Krommendijk, Saxion helpt bedrijven op weg in smart world, INN’twente, nr. 7, zomer 2019
https://www.yumpu.com/nl/document/fullscreen/62717737/inn039twente-7-zomer-2019/10
A. Hurrenkamp, Saxion-lectoraat Ambient Intelligence ontvangt PrimaVera-subsidie, Saxion website, 26 juni 2019
https://www.saxion.nl/nieuws/2019/06/saxion-lectoraat-ambient-intelligence-ontvangt-primavera-subsidie
https://www.youtube.com/watch?v=YlNbzkTnhcU Military Event System

scientific publicationS (PEER REVIEW)

Chris T. M. Baten, Wiebe de Vries, Leendert Schaake, Juryt Witteveen, Daniel Scherly, Konrad Stadler, Andres Hidalgo Sanchez, Eduardo Rocon, Danny Plass-Oude Bos, and Jeroen Linssen, XoSoft Connected Monitor (XCM) Unsupervised Monitoring and Feedback in Soft Exoskeletons of 3D Kinematics, Kinetics, Behavioral Context and Control System Status, In: Carrozza M., Micera S., Pons J. (eds) Wearable Robotics: Challenges and Trends. WeRob 2018. Biosystems & Biorobotics, vol 22. Springer, Cham. https://doi.org/10.1007/978-3-030-01887-0_75
Kortier, H.G., Bonestroo, W.J., Tangelder, R.J.W.T. (2018). MIMU PDR with bias estimation using an optimization-based approach. Paper presented at the 9th International Conference on Indoor Positioning and Indoor Navigation (IPIN'2018), 24-29 September 2018, Nantes, France.

PUBLICATIES IN VAKBLAD (SEMI-WETENSCHAPPELIJK)

Dr. ir. Jan Laarhuis, ‘MoSeS ondersteunt brandweer’, NIDV Magazine, 1-2018

contributions to SYMPOSIA

W.B. Teeuw, Internet of Things: De technologische ontwikkelingen rondom het ‘Internet of Things’ en de invloed daarvan op het publieke domein, Masterclass Digitale Transformaties in de Publieke Sector (Universiteit Twente), Regardez La Vie, Utrecht, 12 Oktober 2018
J. Laarhuis, Event Infotainment Systeem voor Military Boekelo, Presentatie bij gecombineerde Rotary Enschede / Kick-off TFF-Military project bijeenkomst, Enschede, 8 oktober 2018.
J.M. Linssen, Fitting Fashion Using Machine Learning, Eindsymposium Passende Mode via Internet, Amsterdam, 21 september 2018.
J.M. Linssen, Fitting Fashion Using Machine Learning, Saxion Research Conference 2018, Enschede, 21 juni 2018.
W.B. Teeuw, How can technology help in preventing Rhino poaching?, Symposium Kenyan ungulats as indicators of poaching, Wageningen UR (ZODIAC), 20 juni 2018.
W.B. Teeuw, Data in smart industry, Scania Technology Day, Nieuwe Buitensociëteit Zwolle, 15 juni 2018.
J.M. Linssen, R. Booij, A. Brezoi, B. Mulders en M van Veen, Smart oplossing om online kleding te passen, Het Grootste Kennisfestival van Nederland 2018, Deventer, 14 juni 2018.
Bonestroo, W.J. (Wilco), Wat is ROS? : En wat kan ik ermee?, Presentatie ROS Industrial Robotics voor You, mei 2018.
Dr.ir. W.A.P. (Wouter) van Kleunen en dr.ir. W.J. (Wilco) Bonestroo, Ontwikkel je eigen Bluetooth Low-Energy device, NIOC Congres 2018, Leeuwarden, 6 en 7 maart 2018. https://os.mbed.com/users/wkleunen/code/saxion_nioc/
Jan Dirk Schagen, Koen van Turnhout, Wilco Bonestroo, Ralph Niels. Toolkit en Kaartenset HBO Onderzoeksonderwijs in ICT. NIOC Congres 2018, Leeuwarden, 6 en 7 maart 2018.
W.J. Bonestroo, Location of of Things and People, invited talk op ICT.OPEN 2018. Amersfoort, 19 en 20 maart 2018.

DEMOS / PROTOTYPES

J.M. Linssen, R. Booij, A. Brezoi, B. Mulders en M van Veen, Fitting Fashion Using Machine Learning. Software om uit foto’s een kledingmaat te schatten. https://www.youtube.com/watch?v=BNDAa5xNmPs
J. Laarhuis, E. Duipmans, P. Ebben, Panacam, Panoramische camera voor maken opnames bij Military. https://www.twente.com/twenty-twente/military-als-proeftuin-voor-twentse-innovatie/
J. Laarhuis, MoSeS prototype, Maart 2018.
W.B. Teeuw, SaxShoe prototype, Juli 2018.
Wilco Bonestroo, M. Meesters, R. Niels, J.D. Schagen, L. Henneke, K. van Turnhout, ICT Research Methods / ICT Methodspack, Saxion, Maart 2018.

books / theses

Martin Serrano, Nikolaos Isaris, Hans Schaffers, John Domingue, Michael Boniface, and Thanasis Korakis (Eds.), Building the Future Internet through FIRE, River Publishers, June 2017. Link

scientific publications (PEER REVIEW)

Hans Schaffers, Thanasis Korakis, Congduc Pham, Abdur Rahim, Antonio Jara and Martin Serrano, European Challenges for Experimental Facilities, In: Serrano et al (Eds.), Building the Future Internet through FIRE, River Publishers, June 2017, pp 3-42.
Martin Serrano, Michael Boniface, Monique Calisti, Hans Schaffers, John Domingue, AlexanderWillner, Chiara Petrioli, Federico M. Facca, Ingrid Moerman, Johann M. Marquez-Barja, Josep Martrat, Levent Gurgen, Sebastien Ziegler, Serafim Kotrotsos, Sergi Figuerola Fernandez, Stathes Hadjiefthymiades, Susanne Kuehrer, Thanasis Korakis, TimWalters and Timur Friedman, Next Generation Internet Research and Experimentation, In: Serrano et al (Eds.), Building the Future Internet through FIRE, River Publishers, June 2017, pp 43-84.
Hans Schaffers, Smart applications and systems: towards effective networks of innovation and co‐creation, Keynote presentation, 9th Advanced Doctoral Conference on Computing, Electrical and Industrial Systems (DoCEIS' 2017), May 2017.
Jesus Ortiz, Eduardo Rocon, Valerie Power, Adam de Eyto, Leonard O’Sullivan, Markus Wirz, Christoph Bauer, Samuel Schülein, Konrad S. Stadler, Barbara Mazzolai, Wouter B. Teeuw, Chris Baten, Corien Nikamp, Jaap Buurke, Freygardur Thorsteinsson, Jeanette Müller, XoSoft - A vision for a soft modular lower limb exoskeleton, Wearable Robotics: Challenges and Trends, Proceedings of the 2nd International Symposium on Wearable Robotics, WeRob2016, Springer International Publishing, 2017, pp. 83-88.

contributions to SYMPOSIA

Peter Ebben, presentatie MoSeS, 'OvD dagen' van Brandweer Nederland, Vliegveld Twenthe, 11 januari 2017.
Peter Ebben, presentatie MoSeS, 'OvD dagen' van Brandweer Nederland, Vliegveld Twenthe, 18 januari 2017.
Wilco Bonestroo. Internet of Things for a Sustainable World. ACT International Week, International Project Day, Enschede, 16 maart 2016.
Wilco Bonestroo. Principes van plaatsbepaling. Masterclass “IoT – Plaatsbepaling”. Alumnibijeenkomst HBO-ICT, Saxion, Enschede, mei 2017.
Wouter van Kleunen, Plaatsbepaling onder water. Masterclass “IoT – Plaatsbepaling”. Alumnibijeenkomst HBO-ICT, Saxion, Enschede, mei 2017.
Etto Salomons, Plaatsbepaling van geluid. Masterclass “IoT – Plaatsbepaling”. Alumnibijeenkomst HBO-ICT, Saxion, Enschede, mei 2017.
Henk Kortier, Inertiele sensoren en dead reckoning. Masterclass “IoT – Plaatsbepaling”. Alumnibijeenkomst HBO-ICT, Saxion, Enschede, mei 2017.
Steyn Potze (student in excellentietraject Creative Technology Research). iBeacons. Masterclass “IoT – Plaatsbepaling”. Alumnibijeenkomst HBO-ICT, Saxion, Enschede, mei 2017.
Evert Duipmans, sensorfusie op basis van particle filters. Masterclass “IoT – Plaatsbepaling”. Alumnibijeenkomst HBO-ICT, Saxion, Enschede, mei 2017.
MoSeS team, Veiliger en efficienter werken met MoSeS, slotevent, Saxion, Enschede, 31 oktober 2017.
Wouter Teeuw, Internet of Things: wat is dat eigenlijk?, Netwerkbijeenkomst De Maatschappij, AhrmaCoatings, Deventer, 5 juli 2017.
Etto Salomons, Inferring human activity using ambient sound, Workshop 3-days of IoT sensation, Universiteit Twente, 13 november 2017

scientific publications (PEER REVIEW)

E.L. Salomons, H. van Leeuwen, and P.J.M. Havinga, “Impact of Multiple Sound Types on Environmental Sound Classification,” In: Proceedings of the IEEE Sensors Conference 2016, 30 Oct - 03 Nov 2016, Orlando, FL, USA.
E.L. Salomons, P.J.M. Havinga, and H. van Leeuwen, “Inferring Human Activity Recognition with Ambient Sound on Wireless Sensor Nodes,” Sensors, vol. 16, no. 10, p. 1586, Sep. 2016.
M. Baratchi, P. Ebben, W.B. Teeuw, J. Laarhuis, L. Teunissen, M. Van Steen, Towards Decisive Garments for Heat Stress Risk Detection, Proc. UBICOMP/ISWC ’16 adjunct workshop Designing, Developing, and Evaluating the Internet of Personal Health, Heidelberg, Germany, September 12, 2016, pp. 1095-1100.
Michael Boniface, Scott Kirkpatrick, Hans Schaffers, The Role of Experimentation Facilities in Open Innovation Ecosystems for the Future Internet, In: Open Innovation 2.0, Yearbook 2016, European Commission, May 2016.
Noortje H. Rijken, Remko Soer, Ewold de Maar, Hilco Prins, Wouter B. Teeuw, Jan Peuscher, Frits G.J. Oosterveld (2016). Increasing Performance of Professional Soccer Players and Elite Track and Field Athletes with Peak Performance Training and Biofeedback: A Pilot Study, Journal of applied psychophysiology and biofeedback.

contributions to SYMPOSIA

Wouter Teeuw, Research Group Ambient Intelligence: Lunchlezing studieverenging Watt, Saxion, Enschede, 24 november 2016.
Jan Laarhuis, Peter Ebben, Wilco Bonestroo, Evert Duipmans, Mike Ligthart, MoSeS workshop bij Experience Day Brandweer Twente, TRONED, Enschede, 29 juni 2016 (5x).
Hans Schaffers, Collaborative Enterprising Ecosystems and Business Models for Smart Manufacturing (Presentation and Session Chair), Industrial Technologies 2016: Creating a smart Europe, RAI Amsterdam, 23 June 2016.
Wouter Teeuw & Mike Ligthart, Social Robots, Panel and workshop at Symposium Man or Machine, Saxion, Deventer, 8 June 2016.
van Aggelen, A., de Boer, V., Groen, M., Meys, W., Reitsma, J., Bonestroo, W.J., Veenstra, M. (2016). Observe: Semantic Context-based Content Recommendation for Adaptive Public Screens, poster presented at ICT.OPEN March 2016, Amersfoort, The Netherlands.
Bonestroo, W.J. & Dorrestein, S. (2016) De risico's van de sensorsamenleving.Presentatie in een reeks bijeenkomsten reeks van bijeenkomsten met als hoofdthema de impact van technologie op werk op 29 maart, CeeCee Spot, Enschede, Nederland.
Wilco J. Bonestroo, Henk G. Kortier, Ronald J.W.T. Tangelder, Marijke I. Timmermans, Gerard C.M. van Os, Richard M.H. Evering (2016). SaxShoe - Integrating IMU sensors into firefighters safety shoe, poster presented at Sense of Contact, 14 December 2016, Amsterdam, The Netherlands.

Curious about possible graduation assignments? Feel free to contact us if you have any questions.

Healthcare Surveillance for Poultry Farming

AMI_SUSTENANCE_Assigment-Fullstack

There are currently no graduate assignments.

IRH-XRlab-AmI - grad HBO-ICT-SE^J CMGT-eng - Handling large pointclouds

Information

For information please contact Wouter Teeuw.

Employee	Organisation	Function	Paid or unpaid	Date
Wouter Teeuw	Provincie Overijssel	Statenlid	Paid	September 2022 - March 2023
Wouter Teeuw	Stichting Stedenband Almelo-Ejmiatsin	Chairman	Unpaid	March 2021 - now
Bernard van Veelen	Thales Nederland B.V.	Senior Researcher & Programme Manager	Paid	January 1996 - now
Chris Baten	't Roessingh R&D	Guest Professor
Danny Plass-Oude Bos	Industrial reality hub	President	Unpaid	April 2022 - April 2025
Faizan Ahmed	University of Twente	Lecturer	Paid	February 2020 - now
Alex Chiumento	University of Twente	Assistant professor	Paid	February 2020 - now
Evert Duipmans	BNNVARA	Radio maker	Paid	May 2020 - now
Danique Hofstee	University of Twente	PhD researcher	Unpaid
Bram Ton	University of Twente	Guest researcher	Unpaid
Jan Veltman	Commint Consultancy BV	DGA	Paid