Seppo A. Sierla

Orcid: 0000-0002-0402-315X

According to our database1, Seppo A. Sierla authored at least 63 papers between 2006 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Dynamic Modeling of Strip Rolling Process Using Probabilistic Neural Network.
Proceedings of the 18th IEEE International Conference on Advanced Motion Control, 2024

2023
Mass customization with reinforcement learning: Automatic reconfiguration of a production line.
Appl. Soft Comput., September, 2023

Offline reinforcement learning for industrial process control: A case study from steel industry.
Inf. Sci., 2023

Sitting on a gold mine: the story of the process industry's automatic formation of a digital twin.
CoRR, 2023

Using a Digital Twin as the Objective Function for Evolutionary Algorithm Applications in Large Scale Industrial Processes.
IEEE Access, 2023

Onsite Renewable Generation Time Shifting for Photovoltaic Systems.
Proceedings of the 32nd IEEE International Symposium on Industrial Electronics, 2023

Application of reinforcement learning for energy consumption optimization of district heating system.
Proceedings of the 32nd IEEE International Symposium on Industrial Electronics, 2023

Cloud Computing Design Patterns for MLOps: Applications to Virtual Power Plants.
Proceedings of the 49th Annual Conference of the IEEE Industrial Electronics Society, 2023

2022
Roadmap to semi-automatic generation of digital twins for brownfield process plants.
J. Ind. Inf. Integr., 2022

Reinforcement learning for industrial process control: A case study in flatness control in steel industry.
Comput. Ind., 2022

Exploiting Battery Storages With Reinforcement Learning: A Review for Energy Professionals.
IEEE Access, 2022

A Methodology for Generating a Digital Twin for Process Industry: A Case Study of a Fiber Processing Pilot Plant.
IEEE Access, 2022

2021
An Artificial Intelligence Framework for Bidding Optimization with Uncertainty in Multiple Frequency Reserve Markets.
CoRR, 2021

Interfacing Third Party Cloud Services to a Virtual Power Plant.
Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2021

Hybrid Digital Twin for process industry using Apros simulation environment.
Proceedings of the 26th IEEE International Conference on Emerging Technologies and Factory Automation, 2021

2020
Integrating 2D and 3D Digital Plant Information Towards Automatic Generation of Digital Twins.
Proceedings of the 29th IEEE International Symposium on Industrial Electronics, 2020

Generating an industrial process graph from 3D pipe routing information.
Proceedings of the 25th IEEE International Conference on Emerging Technologies and Factory Automation, 2020

2019
Task Allocation Algorithm for Energy Resources Providing Frequency Containment Reserves.
IEEE Trans. Ind. Informatics, 2019

Adapting an agile manufacturing concept to the reference architecture model industry 4.0: A survey and case study.
J. Ind. Inf. Integr., 2019

Applying graph matching techniques to enhance reuse of plant design information.
Comput. Ind., 2019

Towards Product Centric Manufacturing: From Digital Twins to Product Assembly.
Proceedings of the 17th IEEE International Conference on Industrial Informatics, 2019

Service-based Architecture with Product-centric Control in a Production Island-based Agile Factory.
Proceedings of the IEEE International Conference on Industrial Internet, 2019

Design to automation continuum for industrial processes: ISO 15926 - IEC 61131 versus an industrial case.
Proceedings of the 24th IEEE International Conference on Emerging Technologies and Factory Automation, 2019

2018
Automatic assembly planning based on digital product descriptions.
Comput. Ind., 2018

Automatic Generation of a High-Fidelity Dynamic Thermal-Hydraulic Process Simulation Model From a 3D Plant Model.
IEEE Access, 2018

An Integrated Implementation Methodology of a Lifecycle-Wide Tracking Simulation Architecture.
IEEE Access, 2018

Automatic Generation of a Lifecycle Analysis Model from a First Principles Industrial Process Simulation Model.
Proceedings of the 16th IEEE International Conference on Industrial Informatics, 2018

Automatic Generation of a Simulation-Based Digital Twin of an Industrial Process Plant.
Proceedings of the IECON 2018, 2018

2017
Automatic Generation of Pipelines Into a 3D Industrial Process Model.
IEEE Access, 2017

A framework for runtime verification of industrial process control systems.
Proceedings of the 15th IEEE International Conference on Industrial Informatics, 2017

Towards electric vehicles integration to distributed energy resources of prosumer.
Proceedings of the 15th IEEE International Conference on Industrial Informatics, 2017

Towards a task allocation algorithm for frequency containment reserves.
Proceedings of the 15th IEEE International Conference on Industrial Informatics, 2017

Towards an aggregator that exploits big data to bid on frequency containment reserve market.
Proceedings of the IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society, Beijing, China, October 29, 2017

2016
Requirement verification in simulation-based automation testing.
Proceedings of the 14th IEEE International Conference on Industrial Informatics, 2016

2015
Automated Fault Location and Isolation in Distribution Grids With Distributed Control and Unreliable Communication.
IEEE Trans. Ind. Electron., 2015

Capturing Deviations From Design Intent in Building Simulation Models for Risk Assessment.
J. Comput. Inf. Sci. Eng., 2015

Fuzzy Logic Based Prosumer Agent in a Modular Smart Grid Prosumer Architecture.
Proceedings of the 2015 IEEE TrustCom/BigDataSE/ISPA, 2015

Vehicle and pedestrian aware street lighting automation.
Proceedings of the 13th IEEE International Conference on Industrial Informatics, 2015

Change request management in model-driven engineering of industrial automation software.
Proceedings of the 13th IEEE International Conference on Industrial Informatics, 2015

An auction-based smart district heating grid.
Proceedings of the 20th IEEE Conference on Emerging Technologies & Factory Automation, 2015

A SysML profile supporting change orders in model driven engineering.
Proceedings of the IEEE International Conference on Automation Science and Engineering, 2015

2014
Security risk analysis for smart grid automation.
Proceedings of the 23rd IEEE International Symposium on Industrial Electronics, 2014

Energy efficient traffic-based street lighting automation.
Proceedings of the 23rd IEEE International Symposium on Industrial Electronics, 2014

Smart indoor lighting control: Power, illuminance, and colour quality.
Proceedings of the 23rd IEEE International Symposium on Industrial Electronics, 2014

Adapting Keyword driven test automation framework to IEC 61131-3 industrial control applications using PLCopen XML.
Proceedings of the 2014 IEEE Emerging Technology and Factory Automation, 2014

Security impact assessment of industrial automation systems using genetic algorithm and simulation.
Proceedings of the 2014 IEEE Emerging Technology and Factory Automation, 2014

Co-simulation of a dynamic process simulator and an event-based control system: Case district heating system.
Proceedings of the 2014 IEEE Emerging Technology and Factory Automation, 2014

Hybrid modeling and co-simulation of district heating systems with distributed energy resources.
Proceedings of the Workshop on Modeling and Simulation of Cyber-Physical Energy Systems, 2014

2013
Evaluation of electric grid automation under flood hazards.
Proceedings of the IECON 2013, 2013

An industrial evaluation of SysML: The case of a nuclear automation modernization project.
Proceedings of 2013 IEEE 18th Conference on Emerging Technologies & Factory Automation, 2013

Industrial evaluation of functional Model-Based Testing for process control applications using CAEX.
Proceedings of 2013 IEEE 18th Conference on Emerging Technologies & Factory Automation, 2013

Generating an Object Oriented IEC 61131-3 software product line architecture from SysML.
Proceedings of 2013 IEEE 18th Conference on Emerging Technologies & Factory Automation, 2013

Simulation-based risk assessment of robot fleets in flooded environments.
Proceedings of 2013 IEEE 18th Conference on Emerging Technologies & Factory Automation, 2013

2012
Simulation of Interactions and Emergent Failure Behavior During Complex System Design.
J. Comput. Inf. Sci. Eng., 2012

Early phase fault propagation analysis of safety critical factory automation systems.
Proceedings of the IEEE 10th International Conference on Industrial Informatics, 2012

2011
A Lightweight Element Matching Method for Industrial Terminology Harmonization - Exploiting Minimal Semantics based on Naming Conventions.
Proceedings of the KEOD 2011, 2011

Object oriented extensions of IEC 61131-3 as an enabling technology of software product lines.
Proceedings of the IEEE 16th Conference on Emerging Technologies & Factory Automation, 2011

Generating and validating product instances in IEC 61131-3 from feature models.
Proceedings of the IEEE 16th Conference on Emerging Technologies & Factory Automation, 2011

2010
The Role of User Guidance in the Industrial Adoption of MDE Approach.
Electron. Commun. Eur. Assoc. Softw. Sci. Technol., 2010

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.
PhD thesis, 2007

Incorporating industrial experience to IEC 61499 based development methodologies and toolsets.
Proceedings of 12th IEEE International Conference on Emerging Technologies and Factory Automation, 2007

Educational approaches for the industrial acceptance of IEC 61499.
Proceedings of 12th IEEE International Conference on Emerging Technologies and Factory Automation, 2007

2006
Professional designers' adaptations of IEC 61499 to their individual work practices.
Proceedings of 11th IEEE International Conference on Emerging Technologies and Factory Automation, 2006


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