Automaatiopäivät23 Extended Abstracts
www.automaatioseura.fi/automaatiopaivat23
© 2019 Suomen Automaatioseura ry – Finnish Society of Automation
ISBN 978-952-5183-56-6
Organizing Committee Chair and Editor: Esko Juuso, Finland
Book of Extended Abstracts
or as separate abstracts as follows:
| Title | Author | Keywords | |
|---|---|---|---|
| Simulation Platform for Industrie 4.0 Components with OPC UA 4 | Jouni Aro*, Markus Johansson | Industrie 4.0, Smart Manufacturing, OPC UA, Administration Shell, Communication, Information Model, Simulation | |
| Machine Learning for Intelligent Maintenance | Pasi Ojala* | Predictive maintenance, machine learning, anomaly detection | |
| 5G Based Machine Remote Operation Development Utilizing Digital Twin | Pekka Isto*, Tapio Heikkilä, Aarne Mämmelä, Mikko Uitto, Tuomas Seppälä, Jari M. Ahola | 5G, remote operation, models, control | |
| Addressing Resource Allocation Issues in Cloud Computing Environment with Ant Colony Optimization | Mingzhang Wu, Janne Koljonen, Timo Mantere* | ant colony optimization, cloud computing, CloudSim, cost-performance, resource allocation, trade-off problem | |
| Towards online adaptation of digital twins | Riku-Pekka Nikula*, Marko Paavola, Mika Ruusunen, Joni Keski-Rahkonen | adaptation, differential evolution, digital twin, optimization, surrogate model | |
| Optimization of Facility Layout on the Basis of Example Solutions | Hannu Rummukainen*, Jukka K. Nurminen, Timo Syrjänen, Jukka-Pekka Numminen | diesel engines, modelling, mean value modelling | |
| Artificial Intelligence and Machine Learning in Process Industry | Samuli Bergman*, Tomi Lahti, Alexandre Boriouchkine, Toni Oleander | Machine Learning, Process Optimization, OPC UA, Industrial Application | |
| Machine learning for object detection in legacy P&I diagrams | Kari Rainio*, Jukka K. Nurminen, Jukka-Pekka Numminen, Timo Syrjänen, Niklas Paganus, | Karri Honkola | |
| Advanced Process Control With Redundant DCS Communication using OPC UA | Lauri Saurus, Lauri Haapanen, Olli Luukkainen | OPC UA, Digitalization, Process Control, Automation, Redundancy | |
| Industrial IoT applications | Jukka Koskinen*, Petri Tikka, Hannu Tanner | ||
| Simulation-based optimization in the cloud | Timo Korvola*, Jari Lappalainen, Jukka K. Nurminen | optimization, cloud computing, dynamic simulation, genetic algorithm | |
| OPC UA with Publish/Subscribe is now ready to apply for IOT on the process industry | Tomi Lahti*, Lauri Saurus | OPC UA, IoT, Edge, Publish/Subscribe, PubSub | |
| Automaation tulevaisuus – Tekoälyn ja ihmisen vuorovaikutuksia | Mika Karaila | tekoäly, pilvipalvelut, koneoppiminen, paperikone, katkoherkkyys | |
| Utilizing multifunctional display computer as a local gateway in industrial IoT use cases | Henri Pettinen, Marko Elo | diesel engines, modelling, mean value modelling | |
| Quality control of silicon wafers by spatial analysis of wafer maps | Mika Liukkonen, Philip O’Leary, Yrjö Hiltunen* | Quality control, wafer map, independent component analysis, spatial silicon | |
| Plant-wide communication architecture enabling online life cycle assessment 32 | Petri Kannisto*, David Hästbacka*, Kari Rainio, Jussi Leinonen, Matias Alarotu, | Tiina Pajula, Jouni Savolainen, Matti Vilkko | |
| Reinforcement learning for economic lot scheduling | Hannu Rummukainen*, Jukka K. Nurminen | reinforcement learning, production control, stochastic economic lot scheduling | |
| Industrial IoT applications | Jukka Koskinen*, Petri Tikka, Hannu Tanner | ||
| Data Strategy in Service Development: Case Study for a Facility Management Service | Company Utilizing IoT | Jukka Pulkkinen, Igor Trotskii | |
| Optimization of Facility Layout on the Basis of Example Solutions | Hannu Rummukainen*, Jukka K. Nurminen, Timo Syrjänen, Jukka-Pekka Numminen | optimization, facility layout problem, machine learning, constraint programming | |
| Online Life Cycle Assessment: Case Vinyl Acetate Monomer Process | Francisco J. Gómez*, Matias Alarotu, Gerardo Santillán, Tommi Karhela, Takahiro Kanbe | Life Cycle Assessment, Online LCA, FMI, Vinyl Acetate Monomer, Control System | |
| Improving tracking performance of composite nonlinear feedback controllers via new reset | and hold feature of nonlinear functions | Veli-Pekka Pyrhonen*, Matti Vilkko | |
| Automaation etälaboraatioiden ja etäopetuksen kehittäminen | Jaakko Etto, Matti Paaso | automaatio, etäopetus, etälaboraatio | |
| Expertise and uncertainty processing with fuzzy systems for automation 38 | Esko K. Juuso | fuzzy set systems, arithmetic, domain expertise, uncertainty | |
| Automaatioinsinöörin kompetenssit ja osaamisen oppiminen | Jaakko Etto, Matti Paaso | automaatio, etäopetus, etälaboraatio | |
| Using Digital Twin Technology in Engineering Education – Course Concept to Explore | Benefits and Barriers | Antti Liljaniemi*, Heikki Paavilainen | |
| Data-based experiment design to maximize information for MIMO system identification | Kurt-Erik Häggblom* | system identification, multivariable system, ill-conditioned experiment design, data-based design | |
| Fault-Tolerant Valve Control | Mats Friman* | industry, valve, valve controller, faulttolerant control | |
| Robotiikan mahdollisuudet rakentamisessa | Jukka Koskinen*, Timo Salmi, Pekka Kilpeläinen, Pertti Lahdenperä | robotiikka, automatisointi, rakentaminen | |
| Robust and perfect tracking control of a DC servo motor | Veli-Pekka Pyrhonen | robust and perfect tracking, servo control, control applications, linear systems, saturation | |
| State feedback control of a rotary inverted pendulum | Tomi Räsänen*, Veli-Pekka Pyrhönen | LQR-control, pole-placement, inverted pendulum, balance control, reference tracking | |
| Architecture for Automation System Metrics Collection, Visualization and Data Engineering – HAMK Sheet Metal Center Building Automation Case Study | Khoa Dang*, Igor Trotskii | Building automation, IoT, anomaly detection, analytics, two-step PCA, k-Shape clustering | |
| Estimating the dynamic characteristics of natural gas transmission systems | Hans Aalto* | Gas pipeline dynamics, time constant, dominating constant | |
| Unsupervised machine learning model for heat flow monitoring in a geothermal energy storage in a near-zero-energy building | Igor Trotskii*, Jukka Pulkkinen | Condition Based Maintenance, principal component analysis, near-zero-energy building, process monitoring | |
| Modeling and optimization of distributed energy resources microgrids | Yrjö Majanne*, Tomas Björkqvist, Pertti Järventausta, Matti Vilkko | microgrid, optimization, modelling | |
| Verkottunut yhteistyö automaatiokoulutuksessa | Tero Hietanen *, Timo Heikkinen, Manne Tervaskanto, Satu Vähänikkilä | IoT, koulutus, digitalisaatio | |
| Forecasting and optimization of the heat demand at city level | Petri Hietaharju*, Mika Ruusunen | district heating, modelling, prediction, demand side management, optimization | |
| Successful I&C Renewal Project of Loviisa NPP | Petteri Lehtonen | Energy production, Nuclear power, digital safety automation, project life cycle, systems engineering, licensing, simulators | |
| Engaging building automation data visualization using Building Information Modelling and Progressive Web Application | Dat Huynh*, Sy Nguyen | Progressive Web Application, Building Information Modelling, Lifecycle Management, Simulation, Visualisation | |
| Jatkuva-aikaiset impedanssimittaukset osana älykkäitä akkujärjestelmiä | Jussi Sihvo*, Joona Leinonen, Tomi Roinila, Tuomas Messo | Litium-ioni akku, Akun impedanssi, jatkuva-aikaiset mittaukset, älykkäät akkujärjestelmät, kuntotila, varaustila | |
| Performance optimization of paste thickening at the Yara Siilinjärvi plant | M. Kosonen*, E. Ruhanen, S. Kauvosaari, C. Meintjes | ||
| Optimal control maps for fuel efficiency and emissions reduction in maritime diesel engines 78 | Kai Zenger*, Nguyen Khac Hoang | diesel engine, NOx emissions, fuel efficiency, control map, optimisation, optimal design | |
| New IoT connected sensors to detect indoor air pollutants | Arto Visala*, Panu Harmo, Janne Luukkaa, Mirja Salkinoja-Salonen, Jorma Selkäinaho | Internet of Things, Indoor Air Quality, humidity, condensation, surface tension | |
| tool for finding inclusion clusters in steel SEM specimens | Anna-Mari Wartiainen*, Markus Harju, Satu Tamminen, Leena Määttä, | Tuomas Alatarvas, Juha Röning | |
| Performance optimization of copper flotation at the Boliden Kylylahti plant | S. Kauvosaari*, J. Kaartinen, M. Torvinen | flotation, grade, recovery, process control, optimization, APC, MPC | |
| Machine learning tools for analyzing the quality of fiber-based corrugated medium | Mika Liukkonen, Jukka Silvennoinen, Yrjö Hiltunen* | Fluting, corrugated medium, modelling, self-organizing map | |
| Reliability modeling in reliability-critical system development: case wave power | Eetu Heikkilä*, Janne Sarsama | reliability modeling, wave power, block diagram | |
| Intelligent methods for root cause analysis behind the center line deviation of the steel strip | Henna Tiensuu *, Satu Tamminen, Olli Haapala, Juha Röning | smart decision support, data driven manufacturing, artificial intelligence, mining, steel strip rolling, GBM | |
| Mass flow-based controls with solids measurements reduce sludge handling costs | Heli Karaila*, Lasse Järvinen, Ari Oksanen | wastewater, centrifuge, dewatering, optimization, MPC | |
| Real-time measurement system for determining metal concentrations in water-intensive processes | Ekaterina Nikolskaya, Mika Liukkonen, Yrjö Hiltunen* | Mining water, precipitation, metal concentration, NMR, Time domain | |
| Professorship in Biorefinery Measurements | Mika Ruusunen*, Kauko Leiviskä | biorefinery, on-line measurements, biobased materials, bioproducts, sensor fusion | |
| Smart monitoring system for the management of hydrophobic contaminants in pulp and paper processes | Marjatta Piironen*, Iiris Joensuu | Chemistry monitoring, chemistry control, pulp and paper industry | |
| Smart diagnostics for continuous process improvements and optimization in forest industry | Iiris Joensuu*, Marjatta Piironen | Diagnostics, data analysis, pulp and paper industry | |
| On-line moisture content estimation of saw dust via machine vision | Art Valta*, Mika Ruusunen, Kauko Leiviskä | scientific, biorefinery, powder flow, moisture, estimation, cold climate | |
| Factory of the Future Automation Set Up for Process Industries | Jukka Kortela*, Sirkka-Liisa Jämsä-Jounela, Pekka Tonteri, Arto Ahonen | IoT, cloud computing, OPC UA, advanced control, data analytics, Azure, MindSphere | |
| Data-analysis of paste thickener | Jari Ruuska*, Riku-Pekka Nikula, Eemeli Ruhanen, Janne Kauppi, Sakari Kauvosaari, | Mika Kosonen | |
| An overview of current safety requirements for autonomous machines – review of standards | Risto Tiusanen*, Timo Malm, Ari Ronkainen | autonomous work machine, standard, safety concept, requirement | |
| Programming and control for skill-based robots | Janne Saukkoriipi *, Tapio Heikkilä, Jari M. Ahola, Tuomas Seppälä, Pekka Isto | robot skill, programming, sensor, control | |
| Learning compliant assembly skills from human demonstration | Markku Suomalainen, Ville Kyrki | ||
| Are collaborative robots safe? | Timo Malm*, Timo Salmi, Ilari Marstio, Iina Aaltonen | functional safety, collaborative robots, safety requirements, levels of collaboration | |
| Differences of nuclear qualified automation equipment in comparison to industrial safety automation equipment | Janne S. Peltonen* | nuclear qualification, automation equipment, functional safety | |
| Photoplethysmography signal analysis to assess sauna exposure, arterial elasticity, and recovery | Matti J Huotari*, Kari Määttä, Teemu Myllylä, Juha Röning | arterial elasticity, photoplethysmography, pulse wave analysis, sauna exposure | |
| An integrated positioning and mapping sensor for forest machinery | Heikki Hyyti*, Juha Mäkelä, Antero Kukko, Harri Kaartinen | rotating multi-beam lidar, inertial measurements, sensor fusion, calibration, point cloud, forestry | |
| Extended Abstracts, ISBN 978-952-5183-56-6, Automaatiopäivät23, 2019, Finnish Society of Automation | Book of Extended Abstracts |