Seppo A. Sierla

69 papers C 30Journal 26Unranked 12

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Physics-informed generative regression for industrial process modeling in steel strip rolling. Expert Syst. Appl. Jifei Deng, Seppo A. Sierla, Jie Sun, Valeriy Vyatkin
2024	—	`conf`	Dynamic Modeling of Strip Rolling Process Using Probabilistic Neural Network. AMC Jifei Deng, Seppo A. Sierla, Jie Sun, Valeriy Vyatkin
2023	—	`conf`	Application of reinforcement learning for energy consumption optimization of district heating system. ISIE Jifei Deng, Miro Eklund, Seppo A. Sierla, Jouni Savolainen, Hannu Niemistö, Tommi Karhela, Valeriy Vyatkin
2023	C	`conf`	Cloud Computing Design Patterns for MLOps: Applications to Virtual Power Plants. IECON Rakshith Subramanya, Paula Räisänen, Seppo A. Sierla, Valeriy Vyatkin
2023	J	`jnl`	Mass customization with reinforcement learning: Automatic reconfiguration of a production line. Appl. Soft Comput. Jifei Deng, Seppo A. Sierla, Jie Sun, Valeriy Vyatkin
2023	J	`jnl`	Offline reinforcement learning for industrial process control: A case study from steel industry. Inf. Sci. Jifei Deng, Seppo A. Sierla, Jie Sun, Valeriy Vyatkin
2023	—	`conf`	Onsite Renewable Generation Time Shifting for Photovoltaic Systems. ISIE Rakshith Subramanya, Aaltonen Harri, Seppo A. Sierla, Valeriy Vyatkin
2023	J	`jnl`	Sitting on a gold mine: the story of the process industry's automatic formation of a digital twin. CoRR Mohammad Azangoo, Seppo A. Sierla, Valeriy Vyatkin
2023	J	`jnl`	Using a Digital Twin as the Objective Function for Evolutionary Algorithm Applications in Large Scale Industrial Processes. IEEE Access Miro Eklund, Seppo A. Sierla, Hannu Niemistö, Timo Korvola, Jouni Savolainen, Tommi A. Karhela
2022	J	`jnl`	A Methodology for Generating a Digital Twin for Process Industry: A Case Study of a Fiber Processing Pilot Plant. IEEE Access Mohammad Azangoo, Lotta Sorsamäki, Seppo A. Sierla, Teemu Mätäsniemi, Miia Rantala, Kari Rainio, Valeriy Vyatkin
2022	J	`jnl`	Exploiting Battery Storages With Reinforcement Learning: A Review for Energy Professionals. IEEE Access Rakshith Subramanya, Seppo A. Sierla, Valeriy Vyatkin
2022	J	`jnl`	Reinforcement learning for industrial process control: A case study in flatness control in steel industry. Comput. Ind. Jifei Deng, Seppo A. Sierla, Jie Sun, Valeriy Vyatkin
2022	J	`jnl`	Roadmap to semi-automatic generation of digital twins for brownfield process plants. J. Ind. Inf. Integr. Seppo A. Sierla, Mohammad Azangoo, Kari Rainio, Nikolaos Papakonstantinou, Alexander Fay, Petri Honkamaa, Valeriy Vyatkin
2021	J	`jnl`	An Artificial Intelligence Framework for Bidding Optimization with Uncertainty in Multiple Frequency Reserve Markets. CoRR Thimal Kempitiya, Seppo A. Sierla, Daswin De Silva, Matti Yli-Ojanperä, Damminda Alahakoon, Valeriy Vyatkin
2021	J	`jnl`	Applying graph matching techniques to enhance reuse of plant design information. CoRR Miia Rantala, Hannu Niemistö, Tommi Karhela, Seppo A. Sierla, Valeriy Vyatkin
2021	J	`jnl`	Automatic Assembly Planning based on Digital Product Descriptions. CoRR Seppo A. Sierla, Ville Kyrki, Pekka Aarnio, Valeriy Vyatkin
2021	C	`conf`	Hybrid Digital Twin for process industry using Apros simulation environment. ETFA Mohammad Azangoo, Joonas Salmi, Iivo Yrjölä, Jonathan Bensky, Gerardo Santillan Martinez, Nikolaos Papakonstantinou, Seppo A. Sierla, Valeriy Vyatkin
2021	J	`jnl`	Hybrid Digital Twin for process industry using Apros simulation environment. CoRR Mohammad Azangoo, Joonas Salmi, Iivo Yrjölä, Jonathan Bensky, Gerardo Santillan Martinez, Nikolaos Papakonstantinou, Seppo A. Sierla, Valeriy Vyatkin
2021	J	`jnl`	Integrating 2D and 3D Digital Plant Information Towards Automatic Generation of Digital Twins. CoRR Seppo A. Sierla, Mohammad Azangoo, Alexander Fay, Valeriy Vyatkin, Nikolaos Papakonstantinou
2021	—	`conf`	Interfacing Third Party Cloud Services to a Virtual Power Plant. ISGT-Europe Rakshith Subramanya, Seppo A. Sierla, Matti Yli-Ojanperä, Henri Makkonen, Mahdi Pourakbari-Kasmaei, Valeriy Vyatkin
2020	C	`conf`	Generating an industrial process graph from 3D pipe routing information. ETFA Seppo A. Sierla, Mohammad Azangoo, Valeriy Vyatkin
2020	—	`conf`	Integrating 2D and 3D Digital Plant Information Towards Automatic Generation of Digital Twins. ISIE Seppo A. Sierla, Mohammad Azangoo, Alexander Fay, Valeriy Vyatkin, Nikolaos Papakonstantinou
2019	J	`jnl`	Adapting an agile manufacturing concept to the reference architecture model industry 4.0: A survey and case study. J. Ind. Inf. Integr. Matti Yli-Ojanperä, Seppo A. Sierla, Nikolaos Papakonstantinou, Valeriy Vyatkin
2019	J	`jnl`	Applying graph matching techniques to enhance reuse of plant design information. Comput. Ind. Miia Rantala, Hannu Niemistö, Tommi Karhela, Seppo A. Sierla, Valeriy Vyatkin
2019	C	`conf`	Design to automation continuum for industrial processes: ISO 15926 - IEC 61131 versus an industrial case. ETFA Nikolaos Papakonstantinou, Juha Karttunen, Seppo A. Sierla, Valeriy Vyatkin
2019	—	`conf`	Service-based Architecture with Product-centric Control in a Production Island-based Agile Factory. ICII Udayanto Dwi Atmojo, Jan Olaf Blech, Seppo A. Sierla, Valeriy Vyatkin
2019	J	`jnl`	Task Allocation Algorithm for Energy Resources Providing Frequency Containment Reserves. IEEE Trans. Ind. Informatics Christian Giovanelli, Olli Kilkki, Seppo A. Sierla, Ilkka Seilonen, Valeriy Vyatkin
2019	C	`conf`	Towards Product Centric Manufacturing: From Digital Twins to Product Assembly. INDIN Vladimir Kuliaev, Udayanto Dwi Atmojo, Seppo A. Sierla, Jan Olaf Blech, Valeriy Vyatkin
2018	J	`jnl`	An Integrated Implementation Methodology of a Lifecycle-Wide Tracking Simulation Architecture. IEEE Access Gerardo Santillán Martínez, Tommi Karhela, Reino Ruusu, Seppo A. Sierla, Valeriy Vyatkin
2018	J	`jnl`	Automatic Generation of a High-Fidelity Dynamic Thermal-Hydraulic Process Simulation Model From a 3D Plant Model. IEEE Access Gerardo Santillan Martinez, Seppo A. Sierla, Tommi Karhela, Jari Lappalainen, Valeriy Vyatkin
2018	C	`conf`	Automatic Generation of a Lifecycle Analysis Model from a First Principles Industrial Process Simulation Model. INDIN Kashif Gulzar, Reino Ruusu, Seppo A. Sierla, Pekka Aarnio, Tommi Karhela, Valeriy Vyatkin
2018	C	`conf`	Automatic Generation of a Simulation-Based Digital Twin of an Industrial Process Plant. IECON Gerardo Santillan Martinez, Seppo A. Sierla, Tommi Karhela, Valeriy Vyatkin
2018	J	`jnl`	Automatic assembly planning based on digital product descriptions. Comput. Ind. Seppo A. Sierla, Ville Kyrki, Pekka Aarnio, Valeriy Vyatkin
2017	C	`conf`	A framework for runtime verification of industrial process control systems. INDIN Roope Savolainen, Seppo A. Sierla, Tommi Karhela, Tuomas Miettinen, Valeriy Vyatkin
2017	J	`jnl`	Automatic Generation of Pipelines Into a 3D Industrial Process Model. IEEE Access Seppo A. Sierla, Tommi Karhela, Valeriy Vyatkin
2017	C	`conf`	Towards a task allocation algorithm for frequency containment reserves. INDIN Christian Giovanelli, Olli Kilkki, Seppo A. Sierla, Ilkka Seilonen, Valeriy Vyatkin
2017	C	`conf`	Towards an aggregator that exploits big data to bid on frequency containment reserve market. IECON Christian Giovanelli, Xin Liu, Seppo A. Sierla, Valeriy Vyatkin, Ryutaro Ichise
2017	C	`conf`	Towards electric vehicles integration to distributed energy resources of prosumer. INDIN Evgeny Nefedov, Seppo A. Sierla, Valeriy Vyatkin
2016	C	`conf`	Requirement verification in simulation-based automation testing. INDIN Eero Siivola, Seppo A. Sierla, Hannu Niemistö, Tommi Karhela, Valeriy Vyatkin
2016	J	`jnl`	Requirement verification in simulation-based automation testing. CoRR Eero Siivola, Seppo A. Sierla, Hannu Niemistö, Tommi Karhela, Valeriy Vyatkin
2015	—	`conf`	A SysML profile supporting change orders in model driven engineering. CASE Heng-You Lin, Seppo A. Sierla, Nikolaos Papakonstantinou, Valeriy Vyatkin
2015	C	`conf`	An auction-based smart district heating grid. ETFA Kashif Gulzar, Seppo A. Sierla, Valeriy Vyatkin, Nikolaos Papakonstantinou, Paul G. Flikkema, Chen-Wei Yang
2015	J	`jnl`	Automated Fault Location and Isolation in Distribution Grids With Distributed Control and Unreliable Communication. IEEE Trans. Ind. Electron. Neelabh Kashyap, Chen-Wei Yang, Seppo A. Sierla, Paul G. Flikkema
2015	J	`jnl`	Capturing Deviations From Design Intent in Building Simulation Models for Risk Assessment. J. Comput. Inf. Sci. Eng. Heikki Nikula, Seppo A. Sierla, Bryan O'Halloran, Tommi Karhela
2015	C	`conf`	Change request management in model-driven engineering of industrial automation software. INDIN Heng-You Lin, Seppo A. Sierla, Nikolaos Papakonstantinou, Anatoly Shalyto, Valeriy Vyatkin
2015	—	`conf`	Fuzzy Logic Based Prosumer Agent in a Modular Smart Grid Prosumer Architecture. TrustCom/BigDataSE/ISPA (3) Chen-Wei Yang, Kashif Gulzar, Seppo A. Sierla, Valeriy Vyatkin
2015	C	`conf`	Vehicle and pedestrian aware street lighting automation. INDIN Chen-Wei Yang, Evgeny Nefedov, Seppo A. Sierla, Paul G. Flikkema
2014	C	`conf`	Adapting Keyword driven test automation framework to IEC 61131-3 industrial control applications using PLCopen XML. ETFA Jukka Peltola, Seppo A. Sierla, Valeriy Vyatkin
2014	C	`conf`	Co-simulation of a dynamic process simulator and an event-based control system: Case district heating system. ETFA Heikki Nikula, Eero Vesaoja, Seppo A. Sierla, Tommi Karhela, Paul G. Flikkema, Antti Aikala, Tuomas Miettinen, Chen-Wei Yang
2014	—	`conf`	Energy efficient traffic-based street lighting automation. ISIE Evgeny Nefedov, Mikko Maksimainen, Seppo A. Sierla, Paul G. Flikkema, Chen-Wei Yang, Iisakki Kosonen, Tapio Luttinen
2014	—	`conf`	Hybrid modeling and co-simulation of district heating systems with distributed energy resources. MSCPES@CPSWeek Eero Vesaoja, Heikki Nikula, Seppo A. Sierla, Tommi Karhela, Paul G. Flikkema, Chen-Wei Yang
2014	C	`conf`	Security impact assessment of industrial automation systems using genetic algorithm and simulation. ETFA Nikolaos Papakonstantinou, Seppo A. Sierla, Konstantinia Charitoudi, Bryan O'Halloran, Tommi Karhela, Valeriy Vyatkin, Irem Turner
2014	—	`conf`	Security risk analysis for smart grid automation. ISIE Seppo A. Sierla, Marcin Hurkala, Konstantinia Charitoudi, Chen-Wei Yang, Valeriy Vyatkin
2014	—	`conf`	Smart indoor lighting control: Power, illuminance, and colour quality. ISIE Rupak Baniya, Mikko Maksimainen, Seppo A. Sierla, Cheng Pang, Chen-Wei Yang, Valeriy Vyatkin
2013	C	`conf`	An industrial evaluation of SysML: The case of a nuclear automation modernization project. ETFA Pekka Pihlanko, Seppo A. Sierla, Kleanthis Thramboulidis, Mauri Viitasalo
2013	C	`conf`	Evaluation of electric grid automation under flood hazards. IECON Marcin Hurkala, Bryan O'Halloran, Heikki Nikula, Seppo A. Sierla, Tommi Karhela, Valeriy Vyatkin
2013	C	`conf`	Generating an Object Oriented IEC 61131-3 software product line architecture from SysML. ETFA Nikolaos Papakonstantinou, Seppo A. Sierla
2013	C	`conf`	Industrial evaluation of functional Model-Based Testing for process control applications using CAEX. ETFA Jukka Peltola, Seppo A. Sierla, Pekka Aarnio, Kari Koskinen
2013	C	`conf`	Simulation-based risk assessment of robot fleets in flooded environments. ETFA Matthieu Myrsky, Heikki Nikula, Seppo A. Sierla, Jari Saarinen, Nikolaos Papakonstantinou, Ville Kyrki, Bryan O'Halloran
2012	C	`conf`	Early phase fault propagation analysis of safety critical factory automation systems. INDIN Nikolaos Papakonstantinou, Seppo A. Sierla
2012	J	`jnl`	Simulation of Interactions and Emergent Failure Behavior During Complex System Design. J. Comput. Inf. Sci. Eng. Nikolaos Papakonstantinou, Seppo A. Sierla, David C. Jensen, Irem Y. Tumer
2011	C	`conf`	A Lightweight Element Matching Method for Industrial Terminology Harmonization - Exploiting Minimal Semantics based on Naming Conventions. KEOD Pekka Aarnio, Seppo A. Sierla, Kari Koskinen
2011	C	`conf`	Generating and validating product instances in IEC 61131-3 from feature models. ETFA Nikolaos Papakonstantinou, Seppo A. Sierla, Kari Koskinen
2011	C	`conf`	Object oriented extensions of IEC 61131-3 as an enabling technology of software product lines. ETFA Nikolaos Papakonstantinou, Seppo A. Sierla, Kari Koskinen
2010	J	`jnl`	The Role of User Guidance in the Industrial Adoption of MDE Approach. Electron. Commun. Eur. Assoc. Softw. Sci. Technol. Jari Rauhamäki, Outi Laitinen, Seppo A. Sierla, Seppo Kuikka
2007	—	`—`	Adapting problem solving strategies in control software development to new standards : case examples IEC 61499 and ISOBUS ; Ohjausjärjestelmien ohjelmistonkehityksen ongelmanratkaisustrategioiden soveltaminen uusiin standardeihin: case esimerkkeinä IEC 61499 ja ISOBUS. Seppo A. Sierla
2007	C	`conf`	Educational approaches for the industrial acceptance of IEC 61499. ETFA Seppo A. Sierla, James H. Christensen, Kari Koskinen, Jukka Peltola
2007	C	`conf`	Incorporating industrial experience to IEC 61499 based development methodologies and toolsets. ETFA Mika Strömman, Kleanthis Thramboulidis, Seppo A. Sierla, Nikolaos Papakonstantinou, Kari Koskinen
2006	C	`conf`	Professional designers' adaptations of IEC 61499 to their individual work practices. ETFA Mika Strömman, Seppo A. Sierla, Jukka Peltola, Kari Koskinen