Valeriy Vyatkin - Publications, H-index & Citations

Valeriy Vyatkin

Aalto University

40H指数

556论文数

8.2K被引数

收录论文 57

发表时间

Adaptive modular hybrid modeling of a multi-component building energy system 多组件建筑能源系统的自适应模块化混合建模

Energy and Buildings

IF7.1

2026-03-12

OAAI

Hamed Amini; Vahid Ehteshami Bojnurdi; Jiayi Liu; Udayanto Dwi Atmojo; Valeriy Vyatkin; Kari Alanne; Risto Kosonen

Physics-informed generative regression for industrial process modeling in steel strip rolling 物理信息生成回归在钢带轧制工业过程建模中的应用

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2025-07-01

PREAI

Deng, Jifei; Sierla, Seppo; Sun, Jie; Vyatkin, Valeriy

Decentralized Control of Crop Growth Conditions in Vertical Farms Under Dynamic Energy Markets 垂直农场作物生长条件在动态能源市场下的分散式控制

IEEE Transactions on Automation Science and Engineering

IF6.4

2025-01-01

PREAI

Kirill Zhukovskii; Paolo Scarabaggio; Polina Ovsiannikova; Pranay Jhunjhunwala; Raffaele Carli; Mariagrazia Dotoli; Valeriy Vyatkin

Deep reinforcement learning for fuel cost optimization in district heating

SUSTAINABLE CITIES AND SOCIETY

IF12

2023-12-01

OAAI

Deng, Jifei; Eklund, Miro; Sierla, Seppo; Savolainen, Jouni; Niemisto, Hannu; Karhela, Tommi; Vyatkin, Valeriy

Mass customization with reinforcement learning: Automatic reconfiguration of a production line

APPLIED SOFT COMPUTING

IF6.6

2023-09-01

OAAI

Deng, Jifei; Sierla, Seppo; Sun, Jie; Vyatkin, Valeriy

Reinforcement learning for industrial process control: A case study in flatness control in steel industry

COMPUTERS IN INDUSTRY

IF9.1

2022-12-01

OAAI

Deng, Jifei; Sierla, Seppo; Sun, Jie; Vyatkin, Valeriy

Bidding a Battery on Electricity Markets and Minimizing Battery Aging Costs: A Reinforcement Learning Approach

ENERGIES

IF3.2

2022-07-06

OAAI

Aaltonen, Harri; Sierla, Seppo; Kyrki, Ville; Pourakbari-Kasmaei, Mahdi; Vyatkin, Valeriy

Roadmap to semi-automatic generation of digital twins for brownfield process plants

JOURNAL OF INDUSTRIAL INFORMATION INTEGRATION

IF11.6

2022-05-01

OAAI

Sierla, Seppo; Azangoo, Mohammad; Rainio, Kari; Papakonstantinou, Nikolaos; Fay, Alexander; Honkamaa, Petri; Vyatkin, Valeriy

A taxonomy of machine learning applications for virtual power plants and home/building energy management systems

AUTOMATION IN CONSTRUCTION

IF11.5

2022-04-01

OAAI

Sierla, Seppo; Pourakbari-Kasmaei, Mahdi; Vyatkin, Valeriy

Proposing and Prototyping an Extension to the Adapter Concept in the IEC 61499 Standard

IEEE ACCESS

IF3.6

2022-01-01

OAAI

Jhunjhunwala, Pranay; Vyatkin, Valeriy

Toward Dependable Model-Driven Design of Low-Level Industrial Automation Control Systems

IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING

IF6.4

2022-01-01

PREAI

Zhou, Nan; Li, Di; Vyatkin, Valeriy; Dubinin, Victor; Liu, Chengliang

Validating the Real-Time Performance of Distributed Energy Resources Participating on Primary Frequency Reserves

ENERGIES

IF3.2

2021-10-21

OAAI

Karhula, Niko; Sierla, Seppo; Vyatkin, Valeriy

A Virtual Power Plant Solution for Aggregating Photovoltaic Systems and Other Distributed Energy Resources for Northern European Primary Frequency Reserves 用于聚合北欧一次频率储备的光伏系统和其他分布式能源的虚拟发电厂解决方案

ENERGIES

IF3.2

2021-02-24

OAAI

Subramanya, Rakshith; Yli-Ojanpera, Matti; Sierla, Seppo; Holtta, Taneli; Valtakari, Jori; Vyatkin, Valeriy

An Artificial Intelligence framework for bidding optimization with uncertainty in multiple frequency reserve markets

APPLIED ENERGY

IF11

2020-12-01

OAAI

Kempitiya, Thimal; Sierla, Seppo; De Silva, Daswin; Yli-Ojanperae, Matti; Alahakoon, Damminda; Vyatkin, Valeriy

Modular Model of a Data Centre as a Tool for Improving Its Energy Efficiency

IEEE ACCESS

IF3.6

2020-01-01

OAAI

Berezovskaya, Yulia; Yang, Chen-Wei; Mousavi, Arash; Vyatkin, Valeriy; Minde, Tor Bjorn

SAT-Based Counterexample-Guided Inductive Synthesis of Distributed Controllers

IEEE ACCESS

IF3.6

2020-01-01

OAAI

Chukharev, Konstantin; Suvorov, Dmitrii; Chivilikhin, Daniil; Vyatkin, Valeriy

Automatic Generation of Control Flow From Requirements for Distributed Smart Grid Automation Control

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

IF9.9

2020-01-01

PREAI

Yang, Chen-Wei; Dubinin, Victor; Vyatkin, Valeriy

LSTM Based EFAST Global Sensitivity Analysis for Interwell Connectivity Evaluation Using Injection and Production Fluctuation Data

IEEE ACCESS

IF3.6

2020-01-01

OAAI

Cheng, Haibo; Vyatkin, Valeriy; Osipov, Evgeny; Zeng, Peng; Yu, Haibin

Function Block Finite-State Model Identification Using SAT and CSP Solvers

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

IF9.9

2019-08-01

PREAI

Chivilikhin, Daniil; Ulyantsev, Vladimir; Shalyto, Anatoly; Vyatkin, Valeriy

Multi-agent deep learning for simultaneous optimization for time and energy in distributed routing system 分布式路由系统中时间和能量同时优化的多智能体深度学习

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE

IF6.1

2019-05-01

PREAI

Mukhutdinov, Dmitry; Filchenkov, Andrey; Shalyto, Anatoly; Vyatkin, Valeriy

研究方向