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Svetlana Shevlyagina
Svetlana Shevlyagina
Other namesSvetlana Samotylova
Senior Researcher, Institute of Automation and Control Processes FEB RAS
Verified email at dvo.ru
Title
Cited by
Cited by
Year
Алгоритм построения виртуального анализатора показателя качества выходного продукта ректификационной колонны в условиях малой обучающей выборки
СА Самотылова, АЮ Торгашов
Известия Санкт-Петербургского государственного технологического института …, 2019
52019
Structural and parametric identification of soft sensors models for process plants based on robust regression and information criteria
GB Digo, NB Digo, AV Kozlov, SA Samotylova, AY Torgashov
Automation and remote control 78, 724-731, 2017
52017
Feedback in a predictive model of a reactive distillation process
VV Klimchenko, SA Samotylova, AY Torgashov
Journal of Computer and Systems Sciences International 58, 637-647, 2019
42019
Application of a First Principles Mathematical Model of a Mass-Transfer Technological Process to Improve the Accuracy of the Estimation of the End Product Quality
S S.A., T A.Y.
Theoretical Foundations of Chemical Engineering 56 (3), 371-387, 2022
32022
Soft sensors development for industrial reactive distillation processes under small training datasets
A Torgashov, S Samotylova, F Yang
Computer Aided Chemical Engineering 49, 937-942, 2022
32022
Developing a soft sensor for MTBE process based on a small sample
SA Samotylova, AY Torgashov
Automation and Remote Control 81 (11), 2132-2142, 2020
32020
Predictive modeling of mass-transfer of plant using an algorithm of alternating conditional expectations
IS Mozharovsky, SA Samotylova, AY Torgashov
Mathematical Models and Computer Simulations 12, 915-925, 2020
22020
Developing an Adaptive Soft Sensor Using a Predictive Filter for a Nonstationary Process
VV Klimchenko, OY Snegirev, SA Shevlyagina, AY Torgashov
Automation and Remote Control 83 (12), 1984-1994, 2022
12022
Predictive modeling of mass-transfer technological plant using an algorithm of alternating conditional expectations
IS Mozharovskii, SA Samotylova, AY Torgashov
Matematicheskoe modelirovanie 32 (3), 127-142, 2020
12020
Structural identification of soft-sensor of MTBE unit
SA Samotylova, AY Torgashov, AA Goncharov
2017 International Conference on Industrial Engineering, Applications and …, 2017
12017
A Hybrid Approach to Soft Sensor Development for Distillation-in-Series Plant under Input Data Low Variability
I Mozharovskii, S Shevlyagina
Measurement Science and Technology, 2024
2024
Simulation of the physical temperature probes for soft sensor design under feed composition changes for naphtha plant
S Shevlyagina
Chemical Engineering Science, 120222, 2024
2024
Neural Network Model for Estimating the Quality Indicators of Industrial Fractionator Products
DV Shtakin, SA Shevlyagina, AY Torgashov
Mathematical Models and Computer Simulations 16 (2), 235-245, 2024
2024
An Alternative Control Structure for the Naphtha Distillation Plant Based on Multivariable Model Predictive Control
S Shevlyagina
2023 5th International Conference on Control Systems, Mathematical Modeling …, 2023
2023
AN ADAPTIVE SOFT SENSOR DESIGN BASED ON A NEURAL NETWORK WITH A PREDICTIVE FILTER IN THE FEEDBACK LOOP FOR A REACTION DISTILATION TECHNOLOGICAL PROCESS
SV Stabrov, DV Shtakin, SA Samotylova, AY Torgashov
Applied Mathematics and Control Sciences, 89-108, 2022
2022
USING THE ALGORITHM OF CONDITIONAL ALTERNATING MATHEMATICAL EXPECTATIONS TO MATHEMATICAL MODELS DESIGN TO ESTIMATE THE QUALITY INDICATORS OF OUTPUT PRODUCTS
IS Mozharovskii, SA Samotylova, ES Baulin
Applied Mathematics and Control Sciences, 52-70, 2021
2021
Использование алгоритма условных чередующихся математических ожиданий для построения математических моделей с целью оценки показателей качества выходных продуктов
ИС Можаровский, СА Самотылова, ЕС Баулин
Прикладная математика и вопросы управления, 52-70, 2021
2021
Сравнительный анализ методов построения прогнозирующих моделей технологических объектов
СА Самотылова, ОО Рябая, АЮ Торгашов
Вестник Инженерной школы Дальневосточного федерального университета, 17-23, 2016
2016
THE PERSPECTIVES OF RICE BRAN USE AS A SOURCE OF PHOSPHOLIPIDS
SA Samotylova
Конкурс научных докладов на английском языке студентов Инженерной школы ДВФУ …, 0
РАЗРАБОТКА АДАПТИВНОГО ВИРТУАЛЬНОГО АНАЛИЗАТОРА НА ОСНОВЕ НЕЙРОННОЙ СЕТИ С ПРОГНОЗИРУЮЩИМ ФИЛЬТРОМ В КОНТУРЕ ОБРАТНОЙ СВЯЗИ ДЛЯ РЕАКЦИОННО-РЕКТИФИКАЦИОННОГО
СВ Стабров, ДВ Штакин, СА Самотылова, АЮ Торгашов
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