Internet of Energy Approach for Sustainable Use of Electric Vehicles as Energy Storage of Prosumer Buildings

by Evgeny Nefedov, Seppo Sierla, Valeriy Vyatkin
Published 2018-08-01

SysGRID: IEC 61850 and IEC 61499 Standard Based Engineering Tool for Smart Grid Automation Design

by Chen-Wei Yang, Gulnara Zhabelova, Valeriy Vyatkin
Published 2014-12-01

Solar Irradiance Nowcasting for Virtual Power Plants Using Multimodal Long Short-Term Memory Networks

by Dilantha Haputhanthri, Daswin De Silva, Seppo Sierla, Damminda Alahakoon, Rashmika Nawaratne, Andrew Jennings, Valeriy Vyatkin, Valeriy Vyatkin
Published 2021-08-01

Exploiting Artificial Neural Networks for the Prediction of Ancillary Energy Market Prices

by Christian Giovanelli, Seppo Sierla, Ryutaro Ichise, Valeriy Vyatkin
Published 2018-07-01

A Simulation Environment for Training a Reinforcement Learning Agent Trading a Battery Storage

by Harri Aaltonen, Seppo Sierla, Rakshith Subramanya, Valeriy Vyatkin
Published 2021-09-01

Oeritte: User-Friendly Counterexample Explanation for Model Checking

by Polina Ovsiannikova, Igor Buzhinsky, Antti Pakonen, Valeriy Vyatkin
Published 2021-01-01

SAT-Based Counterexample-Guided Inductive Synthesis of Distributed Controllers

by Konstantin Chukharev, Dmitrii Suvorov, Daniil Chivilikhin, Valeriy Vyatkin
Published 2020-01-01

A Formal Model of IEC 61499-Based Industrial Automation Architecture Supporting Time-Aware Computations

by Dmitrii Drozdov, Victor Dubinin, Sandeep Patil, Valeriy Vyatkin
Published 2021-01-01

Hyperdimensional Computing in Industrial Systems: The Use-Case of Distributed Fault Isolation in a Power Plant

by Denis Kleyko, Evgeny Osipov, Nikolaos Papakonstantinou, Valeriy Vyatkin
Published 2018-01-01

Automatic Generation of Pipelines Into a 3D Industrial Process Model

by Seppo Antero Sierla, Tommi A. Karhela, Valeriy Vyatkin
Published 2017-01-01

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

by Haibo Cheng, Valeriy Vyatkin, Evgeny Osipov, Peng Zeng, Haibin Yu
Published 2020-01-01

Towards Semi-Automatic Generation of a Steady State Digital Twin of a Brownfield Process Plant

by Seppo Sierla, Lotta Sorsamäki, Mohammad Azangoo, Antti Villberg, Eemeli Hytönen, Valeriy Vyatkin
Published 2020-10-01

Automatic Recognition of Sucker-Rod Pumping System Working Conditions Using Dynamometer Cards with Transfer Learning and SVM

by Haibo Cheng, Haibin Yu, Peng Zeng, Evgeny Osipov, Shichao Li, Valeriy Vyatkin
Published 2020-10-01

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

by Yulia Berezovskaya, Chen-Wei Yang, Arash Mousavi, Valeriy Vyatkin, Tor Bjorn Minde
Published 2020-01-01

A Comprehensive Model of Data Center: From CPU to Cooling Tower

by Gulnara Zhabelova, Mattias Vesterlund, Sascha Eschmann, Yulia Berezovskaya, Valeriy Vyatkin, Damien Flieller
Published 2018-01-01

A Virtual Power Plant Solution for Aggregating Photovoltaic Systems and Other Distributed Energy Resources for Northern European Primary Frequency Reserves

by Rakshith Subramanya, Matti Yli-Ojanperä, Seppo Sierla, Taneli Hölttä, Jori Valtakari, Valeriy Vyatkin
Published 2021-02-01

Automatic Generation of a High-Fidelity Dynamic Thermal-Hydraulic Process Simulation Model From a 3D Plant Model

by Gerardo Santillan Martinez, Seppo A. Sierla, Tommi A. Karhela, Jari Lappalainen, Valeriy Vyatkin
Published 2018-01-01

Semantic Integration of Plug-and-Play Software Components for Industrial Edges Based on Microservices

by Wenbin Dai, Peng Wang, Weiqi Sun, Xian Wu, Hualiang Zhang, Valeriy Vyatkin, Genke Yang
Published 2019-01-01

An Integrated Implementation Methodology of a Lifecycle-Wide Tracking Simulation Architecture

by Gerardo Santillan Martinez, Tommi A. Karhela, Reino J. Ruusu, Seppo A. Sierla, Valeriy Vyatkin
Published 2018-01-01

Robust Multi-Step Predictor for Electricity Markets with Real-Time Pricing

by Sachin Kahawala, Daswin De Silva, Seppo Sierla, Damminda Alahakoon, Rashmika Nawaratne, Evgeny Osipov, Andrew Jennings, Valeriy Vyatkin
Published 2021-07-01