Valeriy Vyatkin

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 278

Top Venues

Publications

Irman Faqrizal, Tatiana Liakh, Midhun Xavier, Gwen Salaün, Valeriy Vyatkin
Probabilistic Model Checking for IEC 61499: A Manufacturing Application. ICIT (2024)
Chen-Wei Yang, Nikolai Galkin, Dmitrii Drozdov, Valeriy Vyatkin
On Evaluating R-GOOSE Messaging Latency over 5G: A Swedish Case Study. ISIE (2024)
Jifei Deng, Seppo A. Sierla, Jie Sun, Valeriy Vyatkin
Dynamic Modeling of Strip Rolling Process Using Probabilistic Neural Network. AMC (2024)
Midhun Xavier, Sandeep Patil, Valeriy Vyatkin
Enhancing Traceability in Flexible Production System: A Blockchain-Powered Approach in IEC 61499 Multi-Agent Control System. ISIE (2024)
Cheng Pang, Jinxian Liang, Guangtao Yu, Jibin Zhang, Hiroaki Nishi, Kevin I-Kai Wang, Zeyuan Li, Wenbin Dai, Valeriy Vyatkin
A Low-Code Development Platform for Industrialized Insect-based Bioconversion Systems. ISIE (2024)
Tuojian Lyu, Udayanto Dwi Atmojo, Valeriy Vyatkin
Towards Virtual Commissioning Environment for Smart Mechatronic Systems. AMC (2024)
Haibo Cheng, Yunpeng He, Peng Zeng, Valeriy Vyatkin
Residual-Enhanced Physics-Guided Machine Learning With Hard Constraints for Subsurface Flow in Reservoir Engineering. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Guangtao Yu, Hiroaki Nishi, Cheng Pang, Qingqing Gu, Yonghao Lin, Jinxian Liang, Wenbin William Dai, Valeriy Vyatkin
Black Soldier Fly Bioconversion System: A Digital Twin Approach. ISIE (2023)
Mikhail V. Kolesnikov, Udayanto Dwi Atmojo, Valeriy Vyatkin
Data-Driven Human Factors Enabled Digital Twin. IECON (2023)
Polina Ovsiannikova, Antti Pakonen, Valeriy Vyatkin
Automatic generation of repair suggestions for overall I&C architecture represented with an ontology. ETFA (2023)
Rakshith Subramanya, Aaltonen Harri, Seppo A. Sierla, Valeriy Vyatkin
Onsite Renewable Generation Time Shifting for Photovoltaic Systems. ISIE (2023)
Rakshith Subramanya, Paula Räisänen, Seppo A. Sierla, Valeriy Vyatkin
Cloud Computing Design Patterns for MLOps: Applications to Virtual Power Plants. IECON (2023)
Mikhail V. Kolesnikov, Jan Olaf Blech, Udayanto Dwi Atmojo, Valeriy Vyatkin, Maxim Ya. Afanasev
Architecture of a Feedback System for Human-Machine Interaction in a Collaborative Environment. ISIE (2023)
Mohammad Azangoo, Seppo A. Sierla, Valeriy Vyatkin
Sitting on a gold mine: the story of the process industry's automatic formation of a digital twin. CoRR (2023)
Chen-Wei Yang, Nikolai Galkin, Valeriy Vyatkin
Towards Interoperability of Edge Datacentre in the Energy Community with IEC 61850 Modelling. IECON (2023)
Daniil Akifev, Tatiana Liakh, Polina Ovsiannikova, Radimir Sorokin, Valeriy Vyatkin
Debugging approach for IEC 61499 control applications in FBME. ISIE (2023)
Polina Ovsiannikova, Etienne Le Priol, Vincent Perret, Pranay Jhunjhunwala, Midhun Xavier, Valeriy Vyatkin
Formal verification of observers supervising a cyber-physical system implemented using IEC 61499. ISIE (2023)
Midhun Xavier, Parvathy Sobha, Sandeep Patil, Valeriy Vyatkin
DeLMS: A decentralized learning management system using Ethereum smart contracts and IPFS. INDIN (2023)
Tuojian Lyu, Nikolai Galkin, Tatiana Liakh, Chen-Wei Yang, Valeriy Vyatkin
Methods of data streaming from IEC 61499 applications to Cloud storages. ISIE (2023)
Midhun Xavier, Tatiana Laikh, Sandeep Patil, Valeriy Vyatkin
Developing a Test Suite for Evaluating IEC 61499 Application Portability. ISIE (2023)
Jifei Deng, Seppo A. Sierla, Jie Sun, Valeriy Vyatkin
Mass customization with reinforcement learning: Automatic reconfiguration of a production line. Appl. Soft Comput. 145 (2023)
Hiruni Kothalawala, Pranay Jhunjhunwala, Valeriy Vyatkin
Towards migration from IEC 61131-3 to IEC 61499 in process industry: redesign of visualisation. ISIE (2023)
Tuojian Lyu, Andrej Lashchev, Sandeep Patil, Udayanto Dwi Atmojo, Valeriy Vyatkin
Mechatronic Swarm and its Virtual Commissioning. ICM (2023)
Chen-Wei Yang, Nikolai Galkin, Valeriy Vyatkin
On interoperability of Datacentre and the Energy market in the Nordic Region. ISIE (2023)
Nikolai Galkin, Chen-Wei Yang, Nicholas Etherden, Valeriy Vyatkin
Microcomputer Prototyping of IEC61850-9-2 with Performance Analysis. SmartGridComm (2023)
Midhun Xavier, Sandeep Patil, Victor Dubinin, Valeriy Vyatkin
Formal Modelling, Analysis, and Synthesis of Modular Industrial Systems Inspired by Net Condition/Event Systems. Petri Nets (2023)
Nikolai Galkin, Michail Ruchkin, Valeriy Vyatkin, Chen-Wei Yang, Victor Dubinin
Automatic Generation of Data Centre Digital Twins for Virtual Commissioning of Their Automation Systems. IEEE Access 11 (2023)
Pranay Jhunjhunwala, Polina Ovsiannikova, Valeriy Vyatkin
Design Pattern for Industrial Control Applications Based on One-Line IEC 61499 Adapter Connections. IECON (2023)
Haibo Cheng, Yunpeng He, Peng Zeng, Shichao Li, Valeriy Vyatkin
Deep Learning-Based Prediction of Subsurface Oil Reservoir Pressure Using Spatio-Temporal Data. IECON (2023)
Bianca Wiesmayr, Midhun Xavier, Sandeep Patil, Alois Zoitl, Valeriy Vyatkin
Generating Por table Test Cases for IEC 61499 FBs from Interface Behaviour Specifications. ETFA (2023)
Jifei Deng, Miro Eklund, Seppo A. Sierla, Jouni Savolainen, Hannu Niemistö, Tommi Karhela, Valeriy Vyatkin
Application of reinforcement learning for energy consumption optimization of district heating system. ISIE (2023)
Jifei Deng, Seppo A. Sierla, Jie Sun, Valeriy Vyatkin
Offline reinforcement learning for industrial process control: A case study from steel industry. Inf. Sci. 632 (2023)
Polina Ovsiannikova, Antti Pakonen, Valeriy Vyatkin
Automatic Generation of Repair Suggestions for Control Logic of I&C Systems. IECON (2023)
Haibo Cheng, Shichao Li, Peng Zeng, Valeriy Vyatkin
Application of Deep Learning Method to Estimate Bottomhole Pressure Dynamics of Oil Wells. ISIE (2023)
Arndt Lüder, Valeriy Vyatkin
Obituary Prof. Dr. Hans-Michael Hanisch. Autom. 71 (3) (2023)
Tuojian Lyu, Udayanto Dwi Atmojo, Valeriy Vyatkin
On enhancing reconfigurability of I/O connection and access in IEC 61499. ISIE (2022)
Yulia Berezovskaya, Chen-Wei Yang, Valeriy Vyatkin
Reinforcement learning approach to implementation of individual controllers in data centre control system. INDIN (2022)
Rakshith Subramanya, Seppo Sierla, Valeriy Vyatkin
Exploiting Battery Storages With Reinforcement Learning: A Review for Energy Professionals. IEEE Access 10 (2022)
Tuojian Lyu, Udayanto Dwi Atmojo, Valeriy Vyatkin
On automatic generation of OPC UA connections in IEC 61499 automation systems. ICPS (2022)
Jifei Deng, Seppo Sierla, Jie Sun, Valeriy Vyatkin
Reinforcement learning for industrial process control: A case study in flatness control in steel industry. Comput. Ind. 143 (2022)
Midhun Xavier, Victor Dubinin, Sandeep Patil, Valeriy Vyatkin
An interactive learning approach on digital twin for deriving the controller logic in IEC 61499 standard. ETFA (2022)
Mohammad Azangoo, Lotta Sorsamäki, Seppo Sierla, Teemu Mätäsniemi, Miia Rantala, Kari Rainio, Valeriy Vyatkin
A Methodology for Generating a Digital Twin for Process Industry: A Case Study of a Fiber Processing Pilot Plant. IEEE Access 10 (2022)
Midhun Xavier, Victor Dubinin, Sandeep Patil, Valeriy Vyatkin
Process mining in industrial control systems. INDIN (2022)
Tatiana Liakh, Radimir Sorokin, Daniil Akifev, Sandeep Patil, Valeriy Vyatkin
Formal model of IEC 61499 execution trace in FBME IDE. INDIN (2022)
Seppo Sierla, Mohammad Azangoo, Kari Rainio, Nikolaos Papakonstantinou, Alexander Fay, Petri Honkamaa, Valeriy Vyatkin
Roadmap to semi-automatic generation of digital twins for brownfield process plants. J. Ind. Inf. Integr. 27 (2022)
Pranay Jhunjhunwala, Valeriy Vyatkin
Proposing and Prototyping an Extension to the Adapter Concept in the IEC 61499 Standard. IEEE Access 10 (2022)
Midhun Xavier, Victor Dubinin, Sandeep Patil, Valeriy Vyatkin
Plant model generation from event log using ProM for formal verification of CPS. CoRR (2022)
Pranay Jhunjhunwala, Alois Zoitl, Udayanto Dwi Atmojo, Valeriy Vyatkin
Monitoring design pattern for distributed automation systems in IEC 61499 and its formal modelling. ISIE (2022)
Nan Zhou, Di Li, Valeriy Vyatkin, Victor Dubinin, Chengliang Liu
Toward Dependable Model-Driven Design of Low-Level Industrial Automation Control Systems. IEEE Trans Autom. Sci. Eng. 19 (1) (2022)
Vladimir E. Zyubin, Andrei S. Rozov, Igor S. Anureev, Natalya Olegovna Garanina, Valeriy Vyatkin
poST: A Process-Oriented Extension of the IEC 61131-3 Structured Text Language. IEEE Access 10 (2022)
Jifei Deng, Jie Sun, Wen Peng, Dian-hua Zhang, Valeriy Vyatkin
Imbalanced multiclass classification with active learning in strip rolling process. Knowl. Based Syst. 255 (2022)
Andrej Lashchev, Gennady Veselov, Valeriy Vyatkin
Towards Distributed Trajectory Interpolation and Motion Control: Prototyping with ROS. ETFA (2021)
Midhun Xavier, Sandeep Patil, Valeriy Vyatkin
Cyber-physical automation systems modelling with IEC 61499 for their formal verification. INDIN (2021)
Seppo Sierla, Mohammad Azangoo, Alexander Fay, Valeriy Vyatkin, Nikolaos Papakonstantinou
Integrating 2D and 3D Digital Plant Information Towards Automatic Generation of Digital Twins. CoRR (2021)
Udayanto Dwi Atmojo, Mohammad Azangoo, Valeriy Vyatkin, Ilkka Seilonen
From Face to Face to Hybrid Teaching: an Experience on Process Plant Automation Laboratory Course during Global Pandemic. INDIN (2021)
Tuojian Lyu, Jan Olaf Blech, Valeriy Vyatkin
SMT-Based Deployment Calculation for IEC 61499 Control Applications. ICPS (2021)
Pranay Jhunjhunwala, Udayanto Dwi Atmojo, Valeriy Vyatkin
Applying Skill-based Engineering using OPC-UA in Production System with a Digital Twin. ISIE (2021)
Awais Tanveer, Roopak Sinha, Stephen G. MacDonell, Paulo Leitão, Valeriy Vyatkin
Designing Actively Secure, Highly Available Industrial Automation Applications. CoRR (2021)
Thimal Kempitiya, Seppo Sierla, Daswin De Silva, Matti Yli-Ojanperä, Damminda Alahakoon, Valeriy Vyatkin
An Artificial Intelligence Framework for Bidding Optimization with Uncertainty in Multiple Frequency Reserve Markets. CoRR (2021)
Roopak Sinha, Cheng Pang, Gerardo Santillán Martínez, Juha Kuronen, Valeriy Vyatkin
Requirements-Aided Automatic Test Case Generation for Industrial Cyber-physical Systems. CoRR (2021)
Polina Ovsiannikova, Antti Pakonen, Valeriy Vyatkin
Change-based causes in counterexample explanation for model checking. IECON (2021)
Seppo Sierla, Ville Kyrki, Pekka Aarnio, Valeriy Vyatkin
Automatic Assembly Planning based on Digital Product Descriptions. CoRR (2021)
Mohammad Azangoo, Joonas Salmi, Iivo Yrjölä, Jonathan Bensky, Gerardo Santillan Martinez, Nikolaos Papakonstantinou, Seppo Sierla, Valeriy Vyatkin
Hybrid Digital Twin for process industry using Apros simulation environment. ETFA (2021)
Mohammad Azangoo, Joonas Salmi, Iivo Yrjölä, Jonathan Bensky, Gerardo Santillan Martinez, Nikolaos Papakonstantinou, Seppo Sierla, Valeriy Vyatkin
Hybrid Digital Twin for process industry using Apros simulation environment. CoRR (2021)
Mohammad Azangoo, Amir Taherkordi, Jan Olaf Blech, Valeriy Vyatkin
Digital Twin-Assisted Controlling of AGVs in Flexible Manufacturing Environments. CoRR (2021)
Anand George, Polina Ovsiannikova, Valeriy Vyatkin
Towards unambiguous FBD: IEC 61499 modelling, automatic generation and equivalence testing. ISIE (2021)
Viktor Shatrov, Valeriy Vyatkin
Promela Formal Modelling and Verification of IEC 61499 Systems with comparison to SMV. INDIN (2021)
Pranay Jhunjhunwala, Jan Olaf Blech, Alois Zoitl, Udayanto Dwi Atmojo, Valeriy Vyatkin
A Design Pattern for Monitoring Adapter Connections in IEC 61499. ICIT (2021)
Yulia Berezovskaya, Chen-Wei Yang, Valeriy Vyatkin
Towards reinforcement learning approach to energy-efficient control of server fans in data centres. ETFA (2021)
Tuojian Lyu, Udayanto Dwi Atmojo, Valeriy Vyatkin
Towards cloud-based virtual commissioning of distributed automation applications with IEC 61499 and containerization technology. IECON (2021)
Nikolai Galkin, Chen-Wei Yang, Lars Nordström, Valeriy Vyatkin
Prototyping Multi-Protocol Communication to enable semantic interoperability for Demand response Services. SmartGridComm (2021)
Miia Rantala, Hannu Niemistö, Tommi Karhela, Seppo Sierla, Valeriy Vyatkin
Applying graph matching techniques to enhance reuse of plant design information. CoRR (2021)
Rakshith Subramanya, Seppo Sierla, Matti Yli-Ojanperä, Henri Makkonen, Mahdi Pourakbari-Kasmaei, Valeriy Vyatkin
Interfacing Third Party Cloud Services to a Virtual Power Plant. ISGT-Europe (2021)
Roopak Sinha, Sandeep Patil, Luís Gomes, Valeriy Vyatkin
A Survey of Static Formal Methods for Building Dependable Industrial Automation Systems. CoRR (2021)
Yulia Berezovskaya, Chen-Wei Yang, Valeriy Vyatkin
Towards Extension of Data Centre Modelling Toolbox with Parameters Estimation. DoCEIS (2021)
Paavo Kajola, Jan Olaf Blech, Udayanto Dwi Atmojo, Valeriy Vyatkin
Dynamic Adapter Connections for IEC 61499. ICIT (2021)
Midhun Xavier, Johannes Håkansson, Sandeep Patil, Valeriy Vyatkin
Plant Model Generator from Digital Twin for Purpose of Formal Verification. ETFA (2021)
Ronal Bejarano, Udayanto Dwi Atmojo, Jan Olaf Blech, Valeriy Vyatkin
Towards enhanced live visualization based on communication delay prediction for remote AGV operation. ETFA (2021)
Mohammad Azangoo, Amir Taherkordi, Jan Olaf Blech, Valeriy Vyatkin
Digital Twin-Assisted Controlling of AGVs in Flexible Manufacturing Environments. ISIE (2021)
Polina Ovsiannikova, Igor Buzhinsky, Antti Pakonen, Valeriy Vyatkin
Oeritte: User-Friendly Counterexample Explanation for Model Checking. IEEE Access 9 (2021)
Dennis Jarvis, Jacqueline Jarvis, Chen-Wei Yang, Roopak Sinha, Valeriy Vyatkin
Janus: A Systems Engineering Approach to the Design of Industrial Cyber-Physical Systems. CoRR (2021)
Polina Ovsiannikova, Valeriy Vyatkin
Towards user-friendly model checking of IEC 61499 systems with counterexample explanation. ETFA (2021)
Tuojian Lyu, Jan Olaf Blech, Valeriy Vyatkin
A Case Study of Utilizing the SMT Solver for Deployment Optimization of an IEC 61499-based Application. ISIE (2021)
Polina Ovsiannikova, Igor Buzhinsky, Antti Pakonen, Valeriy Vyatkin
Visual counterexample explanation for model checking with Oeritte. CoRR (2020)
Mohammad Azangoo, Jan Olaf Blech, Udayanto Dwi Atmojo, Valeriy Vyatkin, Kamal Dhakal, Mikael Eriksson, Miika Lehtimäki, Jonathan Leinola, Pyry Pietarila
Towards a 3D Scanning/VR-based Product Inspection Station. ETFA (2020)
Daniil Chivilikhin, Sandeep Patil, Konstantin Chukharev, Anthony Cordonnier, Valeriy Vyatkin
Automatic State Machine Reconstruction From Legacy Programmable Logic Controller Using Data Collection and SAT Solver. IEEE Trans. Ind. Informatics 16 (12) (2020)
Haibo Cheng, Valeriy Vyatkin, Evgeny Osipov, Peng Zeng, Haibin Yu
LSTM Based EFAST Global Sensitivity Analysis for Interwell Connectivity Evaluation Using Injection and Production Fluctuation Data. IEEE Access 8 (2020)
Marco Romanato, Dmitrii Drozdov, Sandeep Patil, Jerker Delsing, Valeriy Vyatkin
Arrowhead Datamanager integration with Eclipse 4DIAC environment. ETFA (2020)
Dmitry Elkin, Valeriy Vyatkin
Distributed Approach to Traffic Management Automation Implemented According to IEC 61499. DoCEIS (2020)
Konstantin Chukharev, Dmitrii Suvorov, Daniil Chivilikhin, Valeriy Vyatkin
SAT-Based Counterexample-Guided Inductive Synthesis of Distributed Controllers. IEEE Access 8 (2020)
Udayanto Dwi Atmojo, Jan Olaf Blech, Valeriy Vyatkin
A Plug and Produce-inspired Approach in Distributed Control Architecture: A Flexible Assembly Line and Product Centric Control Example. ICIT (2020)
Ronal Bejarano, Roope Pääkkönen, Jan Olaf Blech, Ian Peake, Peter Herrmann, Valeriy Vyatkin
Assessing Long Distance Communication Alternatives for the Remote Control of AGVs. ETFA (2020)
Udayanto Dwi Atmojo, Zoran Salcic, Kevin I-Kai Wang, Valeriy Vyatkin
A Service-Oriented Programming Approach for Dynamic Distributed Manufacturing Systems. IEEE Trans. Ind. Informatics 16 (1) (2020)
Haibo Cheng, Haibin Yu, Peng Zeng, Evgeny Osipov, Shichao Li, Valeriy Vyatkin
Automatic Recognition of Sucker-Rod Pumping System Working Conditions Using Dynamometer Cards with Transfer Learning and SVM. Sensors 20 (19) (2020)
Pranay Jhunjhunwala, Udayanto Dwi Atmojo, Valeriy Vyatkin
Towards Implementation of Interoperable Smart Sensor Services in IEC 61499 for Process Automation. ETFA (2020)
Viktor Shatrov, Valeriy Vyatkin
Formal Verification of IEC 61499 Enhanced with Timed Events. DoCEIS (2020)
Yulia Berezovskaya, Chen-Wei Yang, Arash Mousavi, Valeriy Vyatkin, Tor Björn Minde
Modular Model of a Data Centre as a Tool for Improving Its Energy Efficiency. IEEE Access 8 (2020)
Yulia Berezovskaya, Chen-Wei Yang, Valeriy Vyatkin
Towards Multi-Agent Control in Energy-Efficient Data Centres. IECON (2020)
Valeriy Vyatkin, Lucia Lo Bello, Thilo Sauter
Guest Editorial: Emerging Technologies and Novel Trends in Industrial Informatics. IEEE Trans. Ind. Informatics 16 (12) (2020)
Wenbin William Dai, Cheng Pang, Valeriy Vyatkin, James H. Christensen, Xinping Guan
Discrete-Event-Based Deterministic Execution Semantics With Timestamps for Industrial Cyber-Physical Systems. IEEE Trans. Syst. Man Cybern. Syst. 50 (3) (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Valeriy Vyatkin