World's Best Scientists 2026 revealed!
Valeriy Vyatkin

Valeriy Vyatkin

D-Index & Metrics

Computer Science

D-Index
45
Citations
10397
World Ranking
7104
National Ranking
49

Electronics and Electrical Engineering

D-Index
46
Citations
10338
World Ranking
3336
National Ranking
30

Overview

Valeriy Vyatkin is affiliated with Aalto University in Finland and has a research profile primarily within the fields of engineering and computer science. Their work encompasses a broad range of topics with a focus on industrial and manufacturing engineering, electrical and electronic engineering, and control and systems engineering.

The scientist's main research interests include:

  • Flexible and Reconfigurable Manufacturing Systems
  • Smart Grid Energy Management
  • Digital Transformation in Industry
  • Manufacturing Process and Optimization
  • Advanced Manufacturing and Logistics Optimization
  • Building Energy and Comfort Optimization
  • Microgrid Control and Optimization

Valeriy Vyatkin has contributed extensively to numerous journals and conferences. Frequent publication venues include:

  • Zenodo (CERN European Organization for Nuclear Research)
  • Energies
  • IEEE Access
  • 2022 IEEE 20th International Conference on Industrial Informatics (INDIN)
  • Applied Sciences

The following are some of their recent papers, which illustrate the scope of research topics and applications:

  • "Reinforcement learning for industrial process control: A case study in flatness control in steel industry," 2022, Computers in Industry
  • "Roadmap to semi-automatic generation of digital twins for brownfield process plants," 2021, Journal of Industrial Information Integration
  • "A taxonomy of machine learning applications for virtual power plants and home/building energy management systems," 2022, Automation in Construction
  • "From DevOps to MLOps: Overview and Application to Electricity Market Forecasting," 2022, Applied Sciences
  • "An Artificial Intelligence framework for bidding optimization with uncertainty in multiple frequency reserve markets," 2020, Applied Energy

Collaborations form a significant part of Vyatkin's research output. Frequent co-authors include:

  • Seppo Sierla
  • Sandeep Patil
  • Udayanto Dwi Atmojo
  • Ronal Bejarano
  • Jan Olaf Blech

Their academic contributions also extend to book publications, with at least one book published by Springer Science+Business Media:

  • "Futuristic Trends in Network and Communication Technologies," 2021

Vyatkin's research integrates methods from computational theory and mathematics as well as computer networks and communications, supporting interdisciplinary applications in industrial automation and energy management.

Best Publications

  • A Review of Architectures and Concepts for Intelligence in Future Electric Energy Systems

    Thomas Strasser;Filip Andren;Johannes Kathan;Carlo Cecati

  • IEC 61499 as Enabler of Distributed and Intelligent Automation: State-of-the-Art Review

    V. Vyatkin

  • Software Engineering in Industrial Automation: State-of-the-Art Review

    Valeriy Vyatkin

  • IEC 61499 Function Blocks for Embedded and Distributed Control Systems Design

    Valeriy Vyatkin

  • Multiagent Smart Grid Automation Architecture Based on IEC 61850/61499 Intelligent Logical Nodes

    G. Zhabelova;V. Vyatkin

  • Distributed Power System Automation With IEC 61850, IEC 61499, and Intelligent Control

    N Higgins;V Vyatkin;Nirmal-Kumar C Nair;K Schwarz

  • Ontology-based reconfiguration agent for intelligent mechatronic systems in flexible manufacturing

    Yazen Alsafi;Valeriy Vyatkin

  • A Review of Agent and Service-Oriented Concepts Applied to Intelligent Energy Systems

    Pavel Vrba;Vladimir Marik;Pierluigi Siano;Paulo Leitao

  • The IEC 61499 standard and its semantics

    V. Vyatkin

  • Intelligent Component-Based Automation of Baggage Handling Systems With IEC 61499

    Geoff Black;Valeriy Vyatkin

  • Adapting an agile manufacturing concept to the reference architecture model industry 4.0: A survey and case study

    Matti Yli-Ojanperä;Seppo Sierla;Nikolaos Papakonstantinou;Valeriy Vyatkin;Valeriy Vyatkin

  • OOONEIDA: an open, object-oriented knowledge economy for intelligent industrial automation

    V.V. Vyatkin;J.H. Christensen;J.L.M. Lastra

  • Virtual Power Plant for Grid Services Using IEC 61850

    Nicholas Etherden;Valeriy Vyatkin;Math H. J. Bollen

  • Verification of distributed control systems in intelligent manufacturing

    Valeriy Vyatkin;Hans Michael Hanisch

  • Industrial Edge Computing: Enabling Embedded Intelligence

    Wenbin Dai;Hiroaki Nishi;Valeriy Vyatkin;Victor Huang

  • A novel open CNC architecture based on STEP-NC data model and IEC 61499 function blocks

    M. Minhat;V. Vyatkin;X. Xu;S. Wong

  • A Synchronous Approach for IEC 61499 Function Block Implementation

    Li Hsien Yoong;P.S. Roop;V. Vyatkin;Z. Salcic

  • Closed-Loop Modeling in Future Automation System Engineering and Validation

    V. Vyatkin;H.-M. Hanisch;Cheng Pang;Chia-Han Yang

  • Bridging Service-Oriented Architecture and IEC 61499 for Flexibility and Interoperability

    Wenbin Dai;Valeriy Vyatkin;James H. Christensen;Victor N. Dubinin

  • An Ontology-Based Reconfiguration Agent for Intelligent Mechatronic Systems

    Yazen Al-Safi;Valeriy Vyatkin

  • Refactoring of Execution Control Charts in Basic Function Blocks of the IEC 61499 Standard

    Valeriy Vyatkin;Victor Dubinin

Frequent Co-Authors

Alois Zoitl
Alois Zoitl Johannes Kepler University of Linz
Thomas Strasser
Thomas Strasser Austrian Institute of Technology
Xinping Guan
Xinping Guan Shanghai Jiao Tong University
Pierluigi Siano
Pierluigi Siano University of Salerno
Sheng Quan Xie
Sheng Quan Xie University of Leeds
Paulo Leitão
Paulo Leitão Polytechnic Institute of Bragança
Matti Lehtonen
Matti Lehtonen Aalto University
Math Bollen
Math Bollen Luleå University of Technology
Alex Q. Huang
Alex Q. Huang The University of Texas at Austin

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