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

Extended Abstracts – all files -publication

List of Extended Abstracts 

TitleAuthorKeywords
Simulation Platform for Industrie 4.0 Components with OPC UA 4 Jouni Aro*, Markus JohanssonIndustrie 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. Ahola5G, 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-Rahkonenadaptation, 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 Numminendiesel engines, modelling, mean value modelling
Artificial Intelligence and Machine Learning in Process Industry Samuli Bergman*, Tomi Lahti, Alexandre Boriouchkine, Toni OleanderMachine 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 LuukkainenOPC 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. Nurminenoptimization, 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 SaurusOPC UA, IoT, Edge, Publish/Subscribe, PubSub
Automaation tulevaisuus – Tekoälyn ja ihmisen vuorovaikutuksia Mika Karailatekoäly, pilvipalvelut, koneoppiminen, paperikone, katkoherkkyys
Utilizing multifunctional display computer as a local gateway in industrial IoT use cases Henri Pettinen, Marko Elodiesel 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 analysis, silicon wafer
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. Nurminenreinforcement 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 Numminenoptimization, 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 KanbeLife 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 Paasoautomaatio, etäopetus, etälaboraatio
Expertise and uncertainty processing with fuzzy systems for automation 38 Esko K. Juusofuzzy set systems, fuzzy arithmetic, domain expertise, uncertainty
Automaatioinsinöörin kompetenssit ja osaamisen oppiminen Jaakko Etto, Matti Paasoautomaatio, 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 system, 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 Lahdenperärobotiikka, automatisointi, rakentaminen
Robust and perfect tracking control of a DC servo motor Veli-Pekka Pyrhonenrobust and perfect tracking, servo control, control applications, linear systems, saturation
State feedback control of a rotary inverted pendulum Tomi Räsänen*, Veli-Pekka PyrhönenLQR-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 TrotskiiBuilding 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 time constant
Unsupervised machine learning model for heat flow monitoring in a geothermal energy storage in a near-zero-energy building Igor Trotskii*, Jukka PulkkinenCondition 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 Vilkkomicrogrid, optimization, modelling
Verkottunut yhteistyö automaatiokoulutuksessa Tero Hietanen *, Timo Heikkinen, Manne Tervaskanto, Satu VähänikkiläIoT, koulutus, digitalisaatio
Forecasting and optimization of the heat demand at city level Petri Hietaharju*, Mika Ruusunendistrict heating, modelling, prediction, demand side management, optimization
Successful I&C Renewal Project of Loviisa NPP Petteri LehtonenEnergy 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 NguyenProgressive Web Application, Building Information Modelling, Building Lifecycle Management, Simulation, Visualisation
Jatkuva-aikaiset impedanssimittaukset osana älykkäitä akkujärjestelmiä Jussi Sihvo*, Joona Leinonen, Tomi Roinila, Tuomas MessoLitium-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 Hoangdiesel 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 SelkäinahoInternet 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. Torvinenflotation, 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 Sarsamareliability modeling, wave power, reliability block diagram
Intelligent methods for root cause analysis behind the center line deviation of the steel strip Henna Tiensuu *, Satu Tamminen, Olli Haapala, Juha Röningsmart decision support, data driven manufacturing, artificial intelligence, data mining, steel strip rolling, GBM
Mass flow-based controls with solids measurements reduce sludge handling costs Heli Karaila*, Lasse Järvinen, Ari Oksanenwastewater, 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 Leiviskäbiorefinery, 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 JoensuuChemistry monitoring, chemistry control, pulp and paper industry
Smart diagnostics for continuous process improvements and optimization in forest industry Iiris Joensuu*, Marjatta PiironenDiagnostics, data analysis, pulp and paper industry
On-line moisture content estimation of saw dust via machine vision Art Valta*, Mika Ruusunen, Kauko Leiviskäscientific, 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 AhonenIoT, 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 Ronkainenautonomous work machine, standard, safety concept, safety requirement
Programming and control for skill-based robots Janne Saukkoriipi *, Tapio Heikkilä, Jari M. Ahola, Tuomas Seppälä, Pekka Istorobot 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 Aaltonenfunctional 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 Röningarterial elasticity, photoplethysmography, pulse wave analysis, sauna exposure
An integrated positioning and mapping sensor for forest machinery Heikki Hyyti*, Juha Mäkelä, Antero Kukko, Harri Kaartinenrotating multi-beam lidar, inertial measurements, sensor fusion, calibration, point cloud, forestry