Difference between revisions of "Applied research"

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[[Main_Page|Department of Theoretical and Applied Mechanics]] > '''Applied researches''' <HR>
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[[Main_Page|Department of Theoretical and Applied Mechanics]] > '''Applied research''' <HR>
  
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{{DISPLAYTITLE:<span style="display:none">{{FULLPAGENAME}}</span>}}{{#SecurityShowAllTabsGroup:staff}}
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{{DISPLAYTITLE:<span style="display:none">{{FULLPAGENAME}}</span>}}
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<font size="5"> Applied researches</font>
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<font size="5"> Applied research</font>
  
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This page describes the applied researches carried out by the [[Main_Page|Department of Theoretical and Applied Mechanics]] (Institute of Applied Mathematics and Mechanics, Polytechnical University).
+
This page describes the applied research carried out by the [[Main_Page|Department of Theoretical and Applied Mechanics]] (Institute of Applied Mathematics and Mechanics, Polytechnical University).
  
−
== Nuclear Power Engineering ==
+
== Oil and Gas ==
 +
 
 +
Employees of the [[Main_Page|Department of Theoretical and Applied Mechanics]] conducted research for the leading oilfield services companies in the following areas:
 +
 
 +
* Simulation of hydraulic fracturing and related technological and geomechanical processes 
 +
* Studying of the dynamics of proppant in hydraulic fracturing
 +
* Studying of the rheological properties of multiphase mixtures
 +
 
 +
== Data Science Research Projects ==
 +
 
 +
The list of projects carried out for [http://www.weatherford.com/ Weatherford], [http://www.radar-mms.com/ Radar MMS], [http://www.f-ls.ru/ Factoria LS], [http://www.kng.ru/en/ "KOSMOS-NEFT-GAS"] etc. by the [[Main_Page|Department of Theoretical and Applied Mechanics]]:
 +
 
 +
'''Text processing (Natural Language processing).'''
 +
::
 +
Effective processing of huge volumes of voice or text messages information by making use of Natural Language Processing and Sentiment Analysis, which utilize all the powers of cutting-edge technologies:
 +
 
 +
* extracts specific data from long texts (e.g. articles, books, bills)
 +
* automatically processes invoices, orders, contracts
 +
* identifies the writer’s emotions and recognizes hate speech
 +
* improves customer experience with chatbots and virtual assistants
 +
 
 +
'''Predictive Analytics.'''
 +
::
 +
Predictive analytics for organizations incorporates the power of Big Data, AI and Machine Learning (ML) technologies with using the available historical data:
 +
 
 +
* study available data and analyze clients’ behaviors to discover patterns
 +
* make predictions and decisions based on historical records
 +
* reduces churn by identifying the clients who want to leave
 +
* increases sales by suggesting what the client wants to buy and determines how much they will buy
 +
* identifies employees who are likely to leave the company
 +
* predicts demand for resources, product, and inventory
 +
* identifies the risk of breakdowns, failures, malfunctions, and errors
 +
 
 +
'''Anomaly Detection.'''
 +
::
 +
Machine Learning based Anomaly Detection implementation for data quality, cybersecurity, fraud detection, and other such business use cases discovering similarities, anomalies and outliers in data, also predicting upcoming possible anomalies in the future.
 +
 
 +
'''Computer Vision for remote sensing.'''
 +
::
 +
Deep learning based approach for classification and semmantic segmentation of remote sensing data obtained from satellites and UAV
 +
 
 +
''' Diseases diagnosis.'''
 +
Medical images analysis for diseases diagnosis based on
 +
* X-ray
 +
* MRI
 +
* CT
 +
 
 +
'''Face recognition.'''
 +
::
 +
Automatic staff and secutity control systems based on computer vision approach
 +
 
 +
'''Oil well receive pressure prediction'''
 +
::
 +
Automatic software for prediction of oil well receive pressure based on machine learning algorithms
 +
 
 +
'''Prediction of crack propogation profile during hydraulic fracturing.'''
 +
 
 +
'''Prediction of the mechanical properties of materials.'''
 +
 
 +
'''Hardware defect prediction.'''
 +
 
 +
== Autonomous ships ==
 +
::
 +
Automatic navigation and route planning algorithms for a crewless vessel, based on:
 +
 
 +
* Reciprocal velocity obstacle collision avoidance algorithms
 +
* Gradient boosting
 +
* Monte Carlo methods
 +
 
 +
== Extreme sports ==
  
−
Researches for the nuclear industry are held in USTC "Technical diagnostics and reliability of nuclear and thermal power plants", headed by Yuri Yevgenyevich Karyakin, Professor of the [[Main_Page|Department of Theoretical and Applied Mechanics]].
+
The [[Main_Page|Department of Theoretical and Applied Mechanics]] in association with [http://www.alpinereplay.com/landing AlpineReplay ltd.] (USA) are developing sensors, software and mobile applications for use in extreme sports (snowboarding, skateboarding, skiing, surfing, etc.).
  
−
[http://www.spbstu.ru/departments/rdd/units/cdes/cdes_about.asp '''Read more...''']  
+
[[:ru:AlpineReplay | '''Read more...''']]
  
−
== Resonance Enhanced Drilling, RED ==
+
== Construction mechanics ==
  
−
[[Main_Page|The Department of Theoretical and Applied Mechanics]] and [http://www.abdn.ac.uk/ The University of Aberdeen] have been collaborating on the topic of rock massif destruction under the action of resonance drilling since 1999.
+
Employees of the [[Main_Page|Department of Theoretical and Applied Mechanics]] investigated the stability of thin-walled structures for [http://www.joriside.ru/ JORIS IDE].
−
[[:ru:Абердинский проект | '''Read more...''']]
 
  
 
== High-speed photography ==
 
== High-speed photography ==
Line 23: Line 91:
 
* Vibrations of the moving parts of the aircraft
 
* Vibrations of the moving parts of the aircraft
 
* Dynamics of multiphase flows  
 
* Dynamics of multiphase flows  
−
* Vacuum arc cleaning of metal surfaces
+
* Cleaning of metal surfaces by a vacuum arc
 
* Arc discharges
 
* Arc discharges
 
* Motions of athletes
 
* Motions of athletes
Line 29: Line 97:
 
[[:ru:Высокоскоростная_видеокамера | '''Read more...''']]
 
[[:ru:Высокоскоростная_видеокамера | '''Read more...''']]
  
−
== Oil and Gas ==
+
== Equipment for 3D-filming ==
 +
 
 +
The [[Main_Page|Department of Theoretical and Applied Mechanics]] in association with [http://photomechanics.ru Photomechanics Ltd.] develops professional equipment for creating 3D-images
  
−
Employees of the [[Main_Page|Department of Theoretical and Applied Mechanics]] conducted research for the leading oilfield services companies in the following areas:
+
[[:ru:ООО_"Фотомеханика" | '''Read more...''']]
  
−
* Simulation of hydraulic fracturing and related technological and geomechanical processes 
+
== Nuclear Power Engineering ==
−
* Studying of the dynamics of proppant in hydraulic fracturing
 
−
* Studying of the rheological properties of multiphase mixtures
 
  
−
== Equipment for 3D-photographing ==
+
Researches for the nuclear industry are held in USTC "Technical diagnostics and reliability of nuclear and thermal power plants", headed by Yuri Yevgenyevich Karyakin, Professor of the [[Main_Page|Department of Theoretical and Applied Mechanics]].
  
−
The [[Main_Page|Department of Theoretical and Applied Mechanics]] in association with [http://photomechanics.ru Photomechanics] develops professional equipment for creating 3D-images
+
== Resonance Enhanced Drilling, RED ==
  
−
[[:ru:ООО_"Фотомеханика" | '''Read more...''']]
+
[[Main_Page|The Department of Theoretical and Applied Mechanics]] and [http://www.abdn.ac.uk/ The University of Aberdeen] have been collaborating on the topic of rock massif destruction under the action of resonance drilling since 1999.
 +
[[:ru:Абердинский проект | '''Read more...''']]
  
 
== Fracture ==
 
== Fracture ==
  
−
Сотрудниками кафедры [["Теоретическая механика"]] разработана оригинальная методика моделирования образования и развития трещин в твердых телах, основанная на применении метода динамики частиц. Данная методика применялась для описания таких процессов как
+
Employees of the [[Main_Page|Department of Theoretical and Applied Mechanics]] developed an original technique of modeling the formation and development of cracks in solids, based on the method of particle dynamics. This method was used to describe such processes as:
−
* Вибрационное бурение
 
−
* Откольное разрушение
 
−
* Гидравлический разрыв пласта
 
−
* Пробивание преграды деформируемым ударником
 
−
* Зарождение и развитие усталостных трещин
 
−
 
 
−
Основные публикации по данной тематике приведены [http://www.ipme.ru/ipme/labs/msm/Pub/index.html здесь].
 
  
−
== Строительная механика ==
+
* Percussive drilling
 +
* Spall fracture
 +
* Hydraulic fracturing
 +
* Punching of a deformable barrier with a striker
 +
* Formation and development of fatigue cracks
  
−
Сотрудниками кафедры [["Теоретическая механика"]] в интересах компании [http://www.joriside.ru/ JORIS IDE] проводятся исследования по описанию устойчивости тонкостенных конструкций.
+
Key publications on this topics are provided [http://www.ipme.ru/ipme/labs/msm/Pub/index.html here].
  
−
== Экстремальный спорт ==
+
== Construction mechanics ==
−
Сотрудниками кафедры [["Теоретическая механика"]] совместно с компанией [http://www.alpinereplay.com/landing AlpineReplay ltd.] (США) ведется разработка датчиков, программного обеспечения и мобильных приложений для использования в экстремальных видах спорта (сноуборд, скейтборд, горные лыжи, серфинг и др.).
 
  
−
[[AlpineReplay | '''Подробнее...''']]
+
Employees of the [[Main_Page|Department of Theoretical and Applied Mechanics]] investigated the stability of thin-walled structures for [http://www.joriside.ru/ JORIS IDE].
  
−
== Партнеры и заказчики ==
+
== Partners and customers ==
  
−
Партнерами и заказчиками кафедры [["Теоретическая механика"]] являются следующие российские и зарубежные компании:
+
The following Russian and foreign companies are the partners and customers of the department:
  
 
* [http://www.weatherford.com/ Weatherford]
 
* [http://www.weatherford.com/ Weatherford]
Line 71: Line 136:
 
* [http://www.joriside.ru/ JORIS IDE]
 
* [http://www.joriside.ru/ JORIS IDE]
 
* [http://alpinereplay.com/ AlpineReplay]
 
* [http://alpinereplay.com/ AlpineReplay]
−
* [http://www.kng.ru/ ООО ФПК "Космос-Нефть-Газ"]
+
* [http://www.lincas.ru LINCAS]
−
* [http://www.spbstu.ru/science/untc_tech_diagn.html УНТЦ “Техническая диагностика и надежность АС и тепловых ЭС” ]
+
* [http://www.kng.ru/en/ ООО ФПК "Космос-Нефть-Газ" (Financial & Industrial Company KOSMOS-NEFT-GAS)]
−
* [http://www.kbkha.ru/ Конструкторское Бюро Химавтоматики]
+
* [http://www.kbkha.ru/?p=1 Конструкторское Бюро Химавтоматики (OSC «Konstruktorskoe Buro Khimavtomatiky»)]
−
* [http://www.radar-mms.com/ РАДАР ММС]
+
* [http://photomechanics.ru Photomechanics Ltd.]
 +
* [http://geoscan.aero/en "GeoScan"]
 +
* [http://www.radar-mms.com/ Radar MMS]
 +
* [http://www.f-ls.ru/ Factoria LS]
 +
* [http://en.mtspb.com/ Research & Engineering Corporation Mechanobr-Tekhnika]
 +
* [http://www.ipme.ru IPME RAS]
 +
* [http://www.influenza.spb.ru/en/ WHO National Research Institute of Influenza]
  
−
[[Партнеры и заказчики | '''Подробнее...''']]
+
[[Partners and customers | '''Read more...''']]
  
−
== Заказать исследование ==
+
== Order a research ==
  
−
Для заказа исследования просьба обращаться к заместителю заведующего кафедрой по научной работе [[Kuzkin|Виталию Андреевичу Кузькину]].  
+
To order a research, please contact [[:ru:Vitaly_Kuzkin|Vitaly Andreyevich Kuz'kin]], the Deputy Head for Research Affairs.
  
−
'''Тел.''': +7 906 252 25 54
+
'''Tel.''': +7 906 252 25 54
  
 
'''Email''': kuzkinva at gmail.com
 
'''Email''': kuzkinva at gmail.com
  
−
== Ссылки ==
+
== Links ==
  
−
* [["Теоретическая механика" | кафедра "Теоретическая механика"]]
+
* [[Main_Page|Department of Theoretical and Applied Mechanics]]
−
* [[Партнеры и заказчики]]
+
* [[Partners and customers]]

Latest revision as of 11:54, 22 October 2019

Department of Theoretical and Applied Mechanics > Applied research


Applied research

This page describes the applied research carried out by the Department of Theoretical and Applied Mechanics (Institute of Applied Mathematics and Mechanics, Polytechnical University).

Oil and Gas[edit]

Employees of the Department of Theoretical and Applied Mechanics conducted research for the leading oilfield services companies in the following areas:

  • Simulation of hydraulic fracturing and related technological and geomechanical processes
  • Studying of the dynamics of proppant in hydraulic fracturing
  • Studying of the rheological properties of multiphase mixtures

Data Science Research Projects[edit]

The list of projects carried out for Weatherford, Radar MMS, Factoria LS, "KOSMOS-NEFT-GAS" etc. by the Department of Theoretical and Applied Mechanics:

Text processing (Natural Language processing).

Effective processing of huge volumes of voice or text messages information by making use of Natural Language Processing and Sentiment Analysis, which utilize all the powers of cutting-edge technologies:

  • extracts specific data from long texts (e.g. articles, books, bills)
  • automatically processes invoices, orders, contracts
  • identifies the writer’s emotions and recognizes hate speech
  • improves customer experience with chatbots and virtual assistants

Predictive Analytics.

Predictive analytics for organizations incorporates the power of Big Data, AI and Machine Learning (ML) technologies with using the available historical data:

  • study available data and analyze clients’ behaviors to discover patterns
  • make predictions and decisions based on historical records
  • reduces churn by identifying the clients who want to leave
  • increases sales by suggesting what the client wants to buy and determines how much they will buy
  • identifies employees who are likely to leave the company
  • predicts demand for resources, product, and inventory
  • identifies the risk of breakdowns, failures, malfunctions, and errors

Anomaly Detection.

Machine Learning based Anomaly Detection implementation for data quality, cybersecurity, fraud detection, and other such business use cases discovering similarities, anomalies and outliers in data, also predicting upcoming possible anomalies in the future.

Computer Vision for remote sensing.

Deep learning based approach for classification and semmantic segmentation of remote sensing data obtained from satellites and UAV

Diseases diagnosis. Medical images analysis for diseases diagnosis based on

  • X-ray
  • MRI
  • CT

Face recognition.

Automatic staff and secutity control systems based on computer vision approach

Oil well receive pressure prediction

Automatic software for prediction of oil well receive pressure based on machine learning algorithms

Prediction of crack propogation profile during hydraulic fracturing.

Prediction of the mechanical properties of materials.

Hardware defect prediction.

Autonomous ships[edit]

Automatic navigation and route planning algorithms for a crewless vessel, based on:

  • Reciprocal velocity obstacle collision avoidance algorithms
  • Gradient boosting
  • Monte Carlo methods

Extreme sports[edit]

The Department of Theoretical and Applied Mechanics in association with AlpineReplay ltd. (USA) are developing sensors, software and mobile applications for use in extreme sports (snowboarding, skateboarding, skiing, surfing, etc.).

Read more...

Construction mechanics[edit]

Employees of the Department of Theoretical and Applied Mechanics investigated the stability of thin-walled structures for JORIS IDE.

High-speed photography[edit]

The list of projects carried out for Weatherford, Radar MMS, Factoria LS, "KOSMOS-NEFT-GAS" etc. by the Department of Theoretical and Applied Mechanics:

  • Vibrations of the moving parts of the aircraft
  • Dynamics of multiphase flows
  • Cleaning of metal surfaces by a vacuum arc
  • Arc discharges
  • Motions of athletes

Read more...

Equipment for 3D-filming[edit]

The Department of Theoretical and Applied Mechanics in association with Photomechanics Ltd. develops professional equipment for creating 3D-images

Read more...

Nuclear Power Engineering[edit]

Researches for the nuclear industry are held in USTC "Technical diagnostics and reliability of nuclear and thermal power plants", headed by Yuri Yevgenyevich Karyakin, Professor of the Department of Theoretical and Applied Mechanics.

Resonance Enhanced Drilling, RED[edit]

The Department of Theoretical and Applied Mechanics and The University of Aberdeen have been collaborating on the topic of rock massif destruction under the action of resonance drilling since 1999. Read more...

Fracture[edit]

Employees of the Department of Theoretical and Applied Mechanics developed an original technique of modeling the formation and development of cracks in solids, based on the method of particle dynamics. This method was used to describe such processes as:

  • Percussive drilling
  • Spall fracture
  • Hydraulic fracturing
  • Punching of a deformable barrier with a striker
  • Formation and development of fatigue cracks

Key publications on this topics are provided here.

Construction mechanics[edit]

Employees of the Department of Theoretical and Applied Mechanics investigated the stability of thin-walled structures for JORIS IDE.

Partners and customers[edit]

The following Russian and foreign companies are the partners and customers of the department:

Read more...

Order a research[edit]

To order a research, please contact Vitaly Andreyevich Kuz'kin, the Deputy Head for Research Affairs.

Tel.: +7 906 252 25 54

Email: kuzkinva at gmail.com

Links[edit]

Retrieved from "http://mech.spbstu.ru/?title=Applied_research&oldid=138036"