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Mallenom Systems Intelligent technologies and systems

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Page 1: Mallenom Systems · Mallenom Systems is a team of developers focused on machine vision, machine learning, computer modelling and artificial intelligence systems. We effectively solve

Mallenom Systems

Intelligent technologies and systems

Page 2: Mallenom Systems · Mallenom Systems is a team of developers focused on machine vision, machine learning, computer modelling and artificial intelligence systems. We effectively solve

Mallenom Systems is a team of developers focused on machine vision, machine learning,

computer modelling and artificial intelligence systems. We effectively solve tasks that involve

monitoring and controlling in transportation and industrial production. We have over 15 years

of experience in the markets of Russia and the CIS.

Areas of interest:

Control, identification and measurement of moving objects using machine vision systems.

Building and training models of complex processes, identifying hidden patterns, developing

"smart“ self-learning algorithms and devices.

Modelling logistics and transport systems, technological processes and systems.

About the company

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Page 3: Mallenom Systems · Mallenom Systems is a team of developers focused on machine vision, machine learning, computer modelling and artificial intelligence systems. We effectively solve

Foundation of Research and Production (and later also Investment) Company

“Mallenom”

Creating line of research “Machine vision and artificial intelligence”, developing new

high-performance license plate recognition systems, railcar number recognition

systems, developing traffic flow simulation system, "Cloud Intelligence" technology,

etc.

Foundation of the affiliate company “Mallenom Systems”

Status of Cognex Partner Integrator

Company’s products are sold in the majority of regions of Russia and the CIS.

Software development department employs 1 Doctor and 4 Candidates of Science.

About the companyStages of development

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1999

2001 -2010

2011

2012

2015

Page 4: Mallenom Systems · Mallenom Systems is a team of developers focused on machine vision, machine learning, computer modelling and artificial intelligence systems. We effectively solve

Clients

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Page 5: Mallenom Systems · Mallenom Systems is a team of developers focused on machine vision, machine learning, computer modelling and artificial intelligence systems. We effectively solve

Automation of freight car identification,

monitoring and controlling rail freight

transportation:

Optoelectronic identification of freight cars,

tank cars, flat cars.

Commercial accounting of products shipped

by rail.

Access control for rail transport, control of

transported goods.

Railway logistics management at industrial

enterprises.

Machine vision for rail transportApplication of the company’s developments

Automated Rolling Stock Car Identification System

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Page 6: Mallenom Systems · Mallenom Systems is a team of developers focused on machine vision, machine learning, computer modelling and artificial intelligence systems. We effectively solve

Development of mathematical and software modules for optoelectronic identification of freight

cars, tank cars, flat cars.

Development and implementation of freight car tracking subsystem as part of automated

shipping logistics control system of a large industrial enterprise; automated systems to control

and account raw materials and products shipped by rail.

Design works and integration of optoelectronic freight car identification systems with weighing

complexes (including rail scales of the world’s leading manufacturers), freight car

loading/unloading control systems, container/vehicle inspection complexes, video surveillance

and radiological monitoring systems.

Purchase, delivery and installation of equipment, commissioning hardware-software control

complexes for railway transport.

Personnel training and technical support to customers.

Machine vision and rail freight car identificationСompany’s expertise

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Page 7: Mallenom Systems · Mallenom Systems is a team of developers focused on machine vision, machine learning, computer modelling and artificial intelligence systems. We effectively solve

For commercial production and metrology services

Minimizing human factor

Increasing the speed of shipment

Archiving all the data of freight car weighing

Checking position of a freight car on the scale while weighing

Reducing the irretrievable losses during shipment (taking into account

the correction for the buoyancy force when weighing)

For security services

Tracking freight car movement

Identifying “suspicious” movements and downtime

Inspecting freight cars, including with thermal imaging cameras

For logistics services

Controlling dislocation and movement of rail cars

Minimizing the losses caused by the downtime

Data collection for transport logistics management systems

Building up an archive with image and video data about each

freight car to conduct claim activities

Machine vision and rail freight car identificationTasks solved

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Page 8: Mallenom Systems · Mallenom Systems is a team of developers focused on machine vision, machine learning, computer modelling and artificial intelligence systems. We effectively solve

LUKOIL-Ukhtaneftepererabotka, JSC

LUKOIL-Volgogradneftepererabotka, LLC

Gazprom Neft Omsk Refinery, JSC

Ufaneftekhim, JSC

Novoufimsky Refinery JSC

Ufimsky Refinery JSC

Ufaorgsintez JSC

Krasnoselskstroymaterialy OJSC

Mozyr Oil Refinery OJSC

Tobolsk-Neftekhim LLC

Ilsk Oil Refinery, JSC, etc.

Machine vision and rail freight car identificationClients, implementation sites

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Page 9: Mallenom Systems · Mallenom Systems is a team of developers focused on machine vision, machine learning, computer modelling and artificial intelligence systems. We effectively solve

Optoelectronic identification of vehicle

registration numbers.

Vehicle tracking and access control in closed

areas, registration of customers’ vehicles.

Commercial accounting of products

transported by road.

Automated on-line and off-line vehicle

search.

Video surveillance (including analytics) at

checkpoints, parking lots, car washes,

curtilages.

Machine vision for motor transportApplication of the company’s developments

Access control, travel control and

registration of vehicles

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Hardware and software ANPR system

Page 10: Mallenom Systems · Mallenom Systems is a team of developers focused on machine vision, machine learning, computer modelling and artificial intelligence systems. We effectively solve

Development of multi-channel mathematical and software modules for license plate recognition

(optoelectronic identification) in live video, video segments and individual images.

Design, development and implementation of information management systems for vehicle

tracking and access control.

Automation of business processes, which involve accounting of products carried by motor

vehicles and serving customers in the sphere of road transportation services.

Integration of optoelectronic vehicle identification module with weighing systems,

container/vehicle inspection complexes, accounting and inventory control systems, security and

commercial video surveillance systems.

Purchase, delivery and installation of equipment, commissioning of hardware-software

complexes for optoelectronic vehicle identification and information management systems on

their basis.

Machine vision and vehicle identificationСompany’s expertise

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Page 11: Mallenom Systems · Mallenom Systems is a team of developers focused on machine vision, machine learning, computer modelling and artificial intelligence systems. We effectively solve

Machine vision for motor transportTypical application scheme

The family of hardware and software systems Automarshal is designed to automate identification

and registration of vehicles and access control.

Automarshal.Scales is a specialized hardware and software system integrated with rail scales to

keep records of products transported by road.

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Page 12: Mallenom Systems · Mallenom Systems is a team of developers focused on machine vision, machine learning, computer modelling and artificial intelligence systems. We effectively solve

Recognition of license plates in the traffic

flow.

Integration with databases of the Federal

Bailiff Service and the Tax Inspectorate.

Detection of vehicles owned by tax debtors.

Implementation and effective operation of

the system in more than 35 regions of

Russia.

Machine vision for motor transportExclusive solutions

Road Bailiff™ - system detecting debtor’s vehicles for the benefit of bailiff

service and tax office.

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Page 13: Mallenom Systems · Mallenom Systems is a team of developers focused on machine vision, machine learning, computer modelling and artificial intelligence systems. We effectively solve

Land transportation controlProjects in collaboration with partners

Delivery and implementation of inspection (X-ray)

systems to check vehicles, containers, freight cars, etc.

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Images courtesy of our partner –

Nuctech Company Limited (China)

Delivery and implementation of

vehicle and freight car weighing

complexes

Images courtesy of

our partner – Mettler

Toledo (USA)

Page 14: Mallenom Systems · Mallenom Systems is a team of developers focused on machine vision, machine learning, computer modelling and artificial intelligence systems. We effectively solve

Industrial machine visionApplication areas and targets

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Application areas:

Aerospace industry

Automotive industry

Consumer products

Electronic products

Food and drinks.

Pharmaceuticals

Plastic products

Paper industry

Diamond industry.

Logistics, etc.

Targets:

Automation of manufacturing quality control

Speeding up production lines

Product quality control and optimization

Reducing production costs

Page 15: Mallenom Systems · Mallenom Systems is a team of developers focused on machine vision, machine learning, computer modelling and artificial intelligence systems. We effectively solve

Industrial machine visionTasks solved

Optical character reading (OCR/OCV) on products and

packages

Verifying quality of product assembly

Controlling industrial robots on assembly lines

Checking presence/absence of objects in the control zone

Verifying packaging quality

Checking product integrity

Surface inspection (optoelectronic defectoscopy)

Marking and barcode reading , tracking goods

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Page 16: Mallenom Systems · Mallenom Systems is a team of developers focused on machine vision, machine learning, computer modelling and artificial intelligence systems. We effectively solve

Industrial machine visionTypical tasks and solutions based on smart cameras

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Verifying assembly and

installationVerifying form Pattern matching Verifying geometrical

dimensions

Providing robots with

coordinatesVerifying component

arrangement on

PCBs

Reading

1D, 2D codes and

marking

X-Ray/UV (invisible

spectrum analysis)

Page 17: Mallenom Systems · Mallenom Systems is a team of developers focused on machine vision, machine learning, computer modelling and artificial intelligence systems. We effectively solve

Industrial machine visionCompany’s expertise

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Development of engineering solutions for automation of technological processes based

on machine vision systems.

Advising on the choice of equipment for machine vision systems with account of the

production process and specific features of objects under control.

Development of mathematical support and software for machine vision systems and

information management systems based on them.

Development of algorithms for the analysis of optical, X-ray, ultrasound images and

image recognition algorithms.

Purchase, delivery and installation of optoelectronic equipment, commissioning of

machine vision systems, integration of machine vision systems in the production process.

Training operational personnel to work with machine vision systems.

Technical support to customers on all the issues of machine vision system operations.

Mallenom Systems is the official Partner System Integrator in Russia and the CIS

of Cognex (USA) – the world leader in industrial machine vision.

.

Page 18: Mallenom Systems · Mallenom Systems is a team of developers focused on machine vision, machine learning, computer modelling and artificial intelligence systems. We effectively solve

Industrial machine visionExclusive customized developments

The system to determine parameters of

nanofiltration membrane pores (customer –

Joint Institute for Nuclear Research, Dubna,

Moscow region, Russia)

Stereoscopic system for optoelectronic diamond

classification by shape with the speed up to

20 diamonds per second (customer – Alrosa JSC, Mirny,

Republic of Sakha (Yakutia), Russia)

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Page 19: Mallenom Systems · Mallenom Systems is a team of developers focused on machine vision, machine learning, computer modelling and artificial intelligence systems. We effectively solve

Industrial machine visionExclusive customized developments

System to identify products by marking

(customer – nuclear enterprise)

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Page 20: Mallenom Systems · Mallenom Systems is a team of developers focused on machine vision, machine learning, computer modelling and artificial intelligence systems. We effectively solve

Machine vision for industryExclusive customized developments

System for optical recognition of

embossed text marking on billets

(customer – military-industrial enterprise)

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System for billet identification by the surface

texture

(customer – military-industrial enterprise)

Page 21: Mallenom Systems · Mallenom Systems is a team of developers focused on machine vision, machine learning, computer modelling and artificial intelligence systems. We effectively solve

Process simulation and system modelingSolutions for industrial facilities

Modeling, studying, forecasting and optimizing

technological processes and systems:

Analysis of statistical data on the identification of nonlinear links

of input and output parameters of complex dynamical systems

that defy analytical description.

Input/output simulation of the test object.

Forecasting behavior of the simulated object as a response to

control actions.

Support for decision making in controlling the object under study.

Classification of objects (events) into abstract categories

according to the set patterns.

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Page 22: Mallenom Systems · Mallenom Systems is a team of developers focused on machine vision, machine learning, computer modelling and artificial intelligence systems. We effectively solve

Process simulation and system modelingCompany’s expertise

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Employing for simulation the proprietary method of approximation based on the theory of

random functions.

Development and analysis of computer models of complex dynamic systems, based only on

statistical monitoring data.

Development of algorithms and software modules for machine learning systems.

Development of algorithms and software modules for data mining and computer-based

forecasting as part of automated process control systems.

Forecasting the simulated object’s behavior as a response to control actions.

Development of mathematical support and software for decision making systems in

production, social and economic systems.

Development of mathematical support and software for expert systems.

Page 23: Mallenom Systems · Mallenom Systems is a team of developers focused on machine vision, machine learning, computer modelling and artificial intelligence systems. We effectively solve

Traffic simulationTasks solved

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Modeling, forecasting and optimizing

traffic flows:

Analyzing the current state of transport

infrastructure in the city, region.

Strategic planning of transport infrastructure

development.

Studying the effectiveness of design solutions

in road construction.

Studying and optimizing passenger and cargo

management schemes.

Studying and optimizing traffic management

schemes.

Adaptive management of traffic flows.

Road Manager – software system for simulation

modeling of traffic and passenger flows based on

discrete-event and agent-based approaches.

Page 24: Mallenom Systems · Mallenom Systems is a team of developers focused on machine vision, machine learning, computer modelling and artificial intelligence systems. We effectively solve

Traffic simulationCompany’s expertise

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Examination of transport infrastructure, traffic and passenger flows in the city, region.

Creation and study of traffic and passenger flow models on the basis of proprietary software

“Road Manager.”

Development of operation algorithms and graphic interfaces of traffic and passenger flow

simulation system.

Development, upgrading and integration of traffic simulation system “Road Manager” into

the third-party software (intelligent transport systems, automated traffic control systems, etc.)

with account of their designated purpose.

Sales and technical support to users of traffic simulation system “Road Manager.”

Page 25: Mallenom Systems · Mallenom Systems is a team of developers focused on machine vision, machine learning, computer modelling and artificial intelligence systems. We effectively solve

Modeling logistics and transport systems

Road Manager – software system

for simulation modeling of traffic

and passenger flows based on

discrete-event and agent-based

approaches.

2011-2012 гг. – large-scale project to develop and

implement traffic simulation subsystem as part of

automated control system of Sochi Logistics Transportation

Center.

The subsystem is intended for

the feasibility analysis of

Olympic freight transportation

plans and optimization of cargo

transportation routes across

Sochi street-road network.

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Page 26: Mallenom Systems · Mallenom Systems is a team of developers focused on machine vision, machine learning, computer modelling and artificial intelligence systems. We effectively solve

Partners

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Page 27: Mallenom Systems · Mallenom Systems is a team of developers focused on machine vision, machine learning, computer modelling and artificial intelligence systems. We effectively solve

Contacts

Mallenom Systems

21-B Metallurgov St.,

Cherepovets, Vologda Region

Russia, 162610

Tel.: +7(8202) 20-16-35

Fax: +7(8202) 20-16-34

E-mail: [email protected]

Web: www.mallenom.ru

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