Professional designers' adaptations of IEC 61499 to their individual work practices. - Mika Strömman; Seppo A. Sierla; Jukka Peltola; Kari Koskinen (ETFA, 2006)

Educational approaches for the industrial acceptance of IEC 61499. - Seppo A. Sierla; James H. Christensen; Kari Koskinen; Jukka Peltola (ETFA, 2007)

Incorporating industrial experience to IEC 61499 based development methodologies and toolsets. - Mika Strömman; Kleanthis Thramboulidis; Seppo A. Sierla; Nikolaos Papakonstantinou; Kari Koskinen (ETFA, 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)

The Role of User Guidance in the Industrial Adoption of MDE Approach. - Jari Rauhamäki; Outi Laitinen; Seppo A. Sierla; Seppo Kuikka (Electron. Commun. Eur. Assoc. Softw. Sci. Technol., 2010)

Generating and validating product instances in IEC 61131-3 from feature models. - Nikolaos Papakonstantinou; Seppo A. Sierla; Kari Koskinen (ETFA, 2011)

Object oriented extensions of IEC 61131-3 as an enabling technology of software product lines. - Nikolaos Papakonstantinou; Seppo A. Sierla; Kari Koskinen (ETFA, 2011)

A Lightweight Element Matching Method for Industrial Terminology Harmonization - Exploiting Minimal Semantics based on Naming Conventions. - Pekka Aarnio; Seppo A. Sierla; Kari Koskinen (KEOD, 2011)

Early phase fault propagation analysis of safety critical factory automation systems. - Nikolaos Papakonstantinou; Seppo A. Sierla (INDIN, 2012)

Simulation of Interactions and Emergent Failure Behavior During Complex System Design. - Nikolaos Papakonstantinou; Seppo A. Sierla; David C. Jensen; Irem Y. Tumer (J. Comput. Inf. Sci. Eng., 2012)

Simulation-based risk assessment of robot fleets in flooded environments. - Matthieu Myrsky; Heikki Nikula; Seppo A. Sierla; Jari Saarinen; Nikolaos Papakonstantinou; Ville Kyrki; Bryan O'Halloran (ETFA, 2013)

Generating an Object Oriented IEC 61131-3 software product line architecture from SysML. - Nikolaos Papakonstantinou; Seppo A. Sierla (ETFA, 2013)

Industrial evaluation of functional Model-Based Testing for process control applications using CAEX. - Jukka Peltola; Seppo A. Sierla; Pekka Aarnio; Kari Koskinen (ETFA, 2013)

An industrial evaluation of SysML: The case of a nuclear automation modernization project. - Pekka Pihlanko; Seppo A. Sierla; Kleanthis Thramboulidis; Mauri Viitasalo (ETFA, 2013)

Evaluation of electric grid automation under flood hazards. - Marcin Hurkala; Bryan O'Halloran; Heikki Nikula; Seppo A. Sierla; Tommi Karhela; Valeriy Vyatkin (IECON, 2013)

Hybrid modeling and co-simulation of district heating systems with distributed energy resources. - Eero Vesaoja; Heikki Nikula; Seppo A. Sierla; Tommi Karhela; Paul G. Flikkema; Chen-Wei Yang (MSCPES@CPSWeek, 2014)

Co-simulation of a dynamic process simulator and an event-based control system: Case district heating system. - Heikki Nikula; Eero Vesaoja; Seppo A. Sierla; Tommi Karhela; Paul G. Flikkema; Antti Aikala; Tuomas Miettinen; Chen-Wei Yang (ETFA, 2014)

Security impact assessment of industrial automation systems using genetic algorithm and simulation. - Nikolaos Papakonstantinou; Seppo A. Sierla; Konstantinia Charitoudi; Bryan O'Halloran; Tommi Karhela; Valeriy Vyatkin; Irem Turner (ETFA, 2014)

Adapting Keyword driven test automation framework to IEC 61131-3 industrial control applications using PLCopen XML. - Jukka Peltola; Seppo A. Sierla; Valeriy Vyatkin (ETFA, 2014)

Smart indoor lighting control: Power, illuminance, and colour quality. - Rupak Baniya; Mikko Maksimainen; Seppo A. Sierla; Cheng Pang; Chen-Wei Yang; Valeriy Vyatkin (ISIE, 2014)

Energy efficient traffic-based street lighting automation. - Evgeny Nefedov; Mikko Maksimainen; Seppo A. Sierla; Paul G. Flikkema; Chen-Wei Yang; Iisakki Kosonen; Tapio Luttinen (ISIE, 2014)

Security risk analysis for smart grid automation. - Seppo A. Sierla; Marcin Hurkala; Konstantinia Charitoudi; Chen-Wei Yang; Valeriy Vyatkin (ISIE, 2014)

A SysML profile supporting change orders in model driven engineering. - Heng-You Lin; Seppo A. Sierla; Nikolaos Papakonstantinou; Valeriy Vyatkin (CASE, 2015)

An auction-based smart district heating grid. - Kashif Gulzar; Seppo A. Sierla; Valeriy Vyatkin; Nikolaos Papakonstantinou; Paul G. Flikkema; Chen-Wei Yang (ETFA, 2015)

Change request management in model-driven engineering of industrial automation software. - Heng-You Lin; Seppo A. Sierla; Nikolaos Papakonstantinou; Anatoly Shalyto 001; Valeriy Vyatkin (INDIN, 2015)

Vehicle and pedestrian aware street lighting automation. - Chen-Wei Yang; Evgeny Nefedov; Seppo A. Sierla; Paul G. Flikkema (INDIN, 2015)

Fuzzy Logic Based Prosumer Agent in a Modular Smart Grid Prosumer Architecture. - Chen-Wei Yang; Kashif Gulzar; Seppo A. Sierla; Valeriy Vyatkin (TrustCom/BigDataSE/ISPA (3), 2015)

Capturing Deviations From Design Intent in Building Simulation Models for Risk Assessment. - Heikki Nikula; Seppo A. Sierla; Bryan O'Halloran; Tommi Karhela (J. Comput. Inf. Sci. Eng., 2015)

Automated Fault Location and Isolation in Distribution Grids With Distributed Control and Unreliable Communication. - Neelabh Kashyap; Chen-Wei Yang; Seppo A. Sierla; Paul G. Flikkema (IEEE Trans. Ind. Electron., 2015)

Requirement verification in simulation-based automation testing. - Eero Siivola; Seppo A. Sierla; Hannu Niemistö; Tommi Karhela; Valeriy Vyatkin (INDIN, 2016)

Towards an aggregator that exploits big data to bid on frequency containment reserve market. - Christian Giovanelli; Xin Liu 020; Seppo A. Sierla; Valeriy Vyatkin; Ryutaro Ichise (IECON, 2017)

Towards a task allocation algorithm for frequency containment reserves. - Christian Giovanelli; Olli Kilkki; Seppo A. Sierla; Ilkka Seilonen; Valeriy Vyatkin (INDIN, 2017)

Towards electric vehicles integration to distributed energy resources of prosumer. - Evgeny Nefedov; Seppo A. Sierla; Valeriy Vyatkin (INDIN, 2017)

A framework for runtime verification of industrial process control systems. - Roope Savolainen; Seppo A. Sierla; Tommi Karhela; Tuomas Miettinen; Valeriy Vyatkin (INDIN, 2017)

Automatic Generation of Pipelines Into a 3D Industrial Process Model. - Seppo A. Sierla; Tommi Karhela; Valeriy Vyatkin (IEEE Access, 2017)

Automatic Generation of a Simulation-Based Digital Twin of an Industrial Process Plant. - Gerardo Santillan Martinez; Seppo A. Sierla; Tommi Karhela; Valeriy Vyatkin (IECON, 2018)

Automatic Generation of a Lifecycle Analysis Model from a First Principles Industrial Process Simulation Model. - Kashif Gulzar; Reino Ruusu; Seppo A. Sierla; Pekka Aarnio; Tommi Karhela; Valeriy Vyatkin (INDIN, 2018)

An Integrated Implementation Methodology of a Lifecycle-Wide Tracking Simulation Architecture. - Gerardo Santillán Martínez; Tommi Karhela; Reino Ruusu; Seppo A. Sierla; Valeriy Vyatkin (IEEE Access, 2018)

Automatic Generation of a High-Fidelity Dynamic Thermal-Hydraulic Process Simulation Model From a 3D Plant Model. - Gerardo Santillan Martinez; Seppo A. Sierla; Tommi Karhela; Jari Lappalainen; Valeriy Vyatkin (IEEE Access, 2018)

Automatic assembly planning based on digital product descriptions. - Seppo A. Sierla; Ville Kyrki; Pekka Aarnio; Valeriy Vyatkin (Comput. Ind., 2018)

Design to automation continuum for industrial processes: ISO 15926 - IEC 61131 versus an industrial case. - Nikolaos Papakonstantinou; Juha Karttunen; Seppo A. Sierla; Valeriy Vyatkin (ETFA, 2019)

Service-based Architecture with Product-centric Control in a Production Island-based Agile Factory. - Udayanto Dwi Atmojo; Jan Olaf Blech; Seppo A. Sierla; Valeriy Vyatkin (ICII, 2019)

Towards Product Centric Manufacturing: From Digital Twins to Product Assembly. - Vladimir Kuliaev; Udayanto Dwi Atmojo; Seppo A. Sierla; Jan Olaf Blech; Valeriy Vyatkin (INDIN, 2019)

Applying graph matching techniques to enhance reuse of plant design information. - Miia Rantala; Hannu Niemistö; Tommi Karhela; Seppo A. Sierla; Valeriy Vyatkin (Comput. Ind., 2019)

Adapting an agile manufacturing concept to the reference architecture model industry 4.0: A survey and case study. - Matti Yli-Ojanperä; Seppo A. Sierla; Nikolaos Papakonstantinou; Valeriy Vyatkin (J. Ind. Inf. Integr., 2019)

Task Allocation Algorithm for Energy Resources Providing Frequency Containment Reserves. - Christian Giovanelli; Olli Kilkki; Seppo A. Sierla; Ilkka Seilonen; Valeriy Vyatkin (IEEE Trans. Ind. Informatics, 2019)

Generating an industrial process graph from 3D pipe routing information. - Seppo A. Sierla; Mohammad Azangoo; Valeriy Vyatkin (ETFA, 2020)

Integrating 2D and 3D Digital Plant Information Towards Automatic Generation of Digital Twins. - Seppo A. Sierla; Mohammad Azangoo; Alexander Fay; Valeriy Vyatkin; Nikolaos Papakonstantinou (ISIE, 2020)

Hybrid Digital Twin for process industry using Apros simulation environment. - Mohammad Azangoo; Joonas Salmi; Iivo Yrjölä; Jonathan Bensky; Gerardo Santillan Martinez; Nikolaos Papakonstantinou; Seppo A. Sierla; Valeriy Vyatkin (ETFA, 2021)

Interfacing Third Party Cloud Services to a Virtual Power Plant. - Rakshith Subramanya; Seppo A. Sierla; Matti Yli-Ojanperä; Henri Makkonen; Mahdi Pourakbari-Kasmaei; Valeriy Vyatkin (ISGT-Europe, 2021)

An Artificial Intelligence Framework for Bidding Optimization with Uncertainty in Multiple Frequency Reserve Markets. - Thimal Kempitiya; Seppo A. Sierla; Daswin De Silva; Matti Yli-Ojanperä; Damminda Alahakoon; Valeriy Vyatkin (CoRR, 2021)

A Methodology for Generating a Digital Twin for Process Industry: A Case Study of a Fiber Processing Pilot Plant. - Mohammad Azangoo; Lotta Sorsamäki; Seppo A. Sierla; Teemu Mätäsniemi; Miia Rantala; Kari Rainio; Valeriy Vyatkin (IEEE Access, 2022)

Exploiting Battery Storages With Reinforcement Learning: A Review for Energy Professionals. - Rakshith Subramanya; Seppo A. Sierla; Valeriy Vyatkin (IEEE Access, 2022)

Reinforcement learning for industrial process control: A case study in flatness control in steel industry. - Jifei Deng; Seppo A. Sierla; Jie Sun 019; Valeriy Vyatkin (Comput. Ind., 2022)

Roadmap to semi-automatic generation of digital twins for brownfield process plants. - Seppo A. Sierla; Mohammad Azangoo; Kari Rainio; Nikolaos Papakonstantinou; Alexander Fay; Petri Honkamaa; Valeriy Vyatkin (J. Ind. Inf. Integr., 2022)

Cloud Computing Design Patterns for MLOps: Applications to Virtual Power Plants. - Rakshith Subramanya; Paula Räisänen; Seppo A. Sierla; Valeriy Vyatkin (IECON, 2023)

Application of reinforcement learning for energy consumption optimization of district heating system. - Jifei Deng; Miro Eklund; Seppo A. Sierla; Jouni Savolainen; Hannu Niemistö; Tommi Karhela; Valeriy Vyatkin (ISIE, 2023)

Onsite Renewable Generation Time Shifting for Photovoltaic Systems. - Rakshith Subramanya; Aaltonen Harri; Seppo A. Sierla; Valeriy Vyatkin (ISIE, 2023)

Using a Digital Twin as the Objective Function for Evolutionary Algorithm Applications in Large Scale Industrial Processes. - Miro Eklund; Seppo A. Sierla; Hannu Niemistö; Timo Korvola; Jouni Savolainen; Tommi A. Karhela (IEEE Access, 2023)

Sitting on a gold mine: the story of the process industry's automatic formation of a digital twin. - Mohammad Azangoo; Seppo A. Sierla; Valeriy Vyatkin (CoRR, 2023)

Offline reinforcement learning for industrial process control: A case study from steel industry. - Jifei Deng; Seppo A. Sierla; Jie Sun 019; Valeriy Vyatkin (Inf. Sci., 2023)

Mass customization with reinforcement learning: Automatic reconfiguration of a production line. - Jifei Deng; Seppo A. Sierla; Jie Sun 019; Valeriy Vyatkin (Appl. Soft Comput., 2023)

Dynamic Modeling of Strip Rolling Process Using Probabilistic Neural Network. - Jifei Deng; Seppo A. Sierla; Jie Sun 019; Valeriy Vyatkin (AMC, 2024)

Physics-informed generative regression for industrial process modeling in steel strip rolling. - Jifei Deng; Seppo A. Sierla; Jie Sun 019; Valeriy Vyatkin (Expert Syst. Appl., 2025)