digitalisierung und innovation - atos...sensors / payloads optical imaging multispectral imaging...
TRANSCRIPT
© Atos - For internal use
25-09-2019
Digitalisierung und Innovation bei Atos
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Personas
Sketch
ProblemStatement
Journey
Microservices
Scrum
ContinousDeployment
User centereddesign
Testing
Human focuseddesign
Prototype & Test
Canvas
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Customer
Pilot
BlockchainInvoicing
Cloud + AI
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Questions?
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Atos, the Atos logo, Atos Syntel, Unify, and Worldline are registered trademarks of the Atos group. June 2019. © 2019 Atos. Confidential information owned by Atos, to be used by the recipient only. This document, or any part of it, may not be reproduced, copied, circulated and/or distributed nor quoted without prior written approval from Atos.
Danke
Sensors / Payloads
Optical Imaging
Multispectral Imaging
Laser / LIDAR Systems
Ultraviolet Imaging
• High resolution optical imaging with Geo-Coding for general inventory management and damage recognition
• Basis for 3D-Modelling
• Surface Scanning• Material scanning and detection• Assessment of surface condition and structure
(e.g. vegetation)
• Distance measurement• Velocity measurement• Construction of highly precise surface models• Vegetation mapping
• Corona inspection• Detection of electro-magnetic fields• References to defects of isolators
Thermal Imaging • Optical presentation of surface temperature• Recognition of damaged wires• Strucural defects of pipelines (oil/gas)
Ergebnis / BILD
Ergebnis / BILD
UAV – Products SmartDigital / Atos
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Automated and digital preventive maintenance processes
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Customer entrance
How a customer orders her service
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Challenge
UAS mission (drone missions)
Combination of different use cases
Kombiniert17
▪ Maximum rate of detection of anomalies not possible with one source
▪ Different recordings (also sound) need to be combined
▪ Geo- and position matching▪ Comparison with historical data▪ Combination with other sources
(e.g. weather data or line information)
Solution
▪ Advanced Analytics▪ DNN / CNN▪ SVM (Classification)▪ linear Classifier▪ CoCo Dataset▪ Segmentation▪ Detection of edges▪ Filter
Mast B0815 – Isolator 004
▪ UAV flights providing infrared picutes
▪ Atos Advanced Analytics▪ Deep Learning
Challenge Solution
▪ traditional manual inspection method can only support the inspection frequency of once in three months
▪ environmental impacts cause broken solar panel units reducing the power output efficiency
Solar Farm Defect Inspection
Existing use cases for detailed object detection / recognition (AI based)
Kombiniert18
▪ Atos Advanced Analytics▪ Deep Learning▪ Machine Learning▪ Cluster Analysis▪ Trend Analysis
Challenge Solution Result
▪ Manual recognition of diseased oak trees, based on infrared images
▪ Time consuming process▪ Difficult trend analysis
▪ Automated approach with improved accuracy
▪ Classification of different disease states
▪ Amount of infected trees▪ Forecast of distribution of
the disease
Detection of diseases in timber stand
Kombiniert19
Existing use cases for detailed object detection / recognition (AI based)
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Realization of Business Case
Pre-project phases
PhaseAnalysis / Identificationof all Use Cases
Development / Coordination / Release / Implementation
Start Finish BC
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Kick-offOrganisation, Risks, etc.
Identification potential Flight areas
Permissions to fly
Assessment / Procurement of needed Payloads
Flights for getting data basis for AI
Training of AI
Validation of matching recognition
Preparation Repeating
Closing
• Order on request
• Order based on time or flight volume
Acceptance
Contract Realization of customer specific automated preventive maintenance process
Automated and digital preventive maintenance processes
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Flights out of sight• First European company using standardized UAS
• BVLOS-flights due to integration of safety parameters of civil aviation in the UAS
• Cooperation with the Austrian air traffic control, certification of the UAS done successfully
• Integrated safety systems: Transponder, FLARM, ADSB, LTE-A, Strobes, Microprocessor controlled
• Full integration of the “flying” systems into BlockChain and AI processes
Why AI?• Continuous learning of all systems enables high
automation
• Detection of patterns and anomalies, which cannot be seen by human beings
• Quick analysis, detection or damage recognition, efficient process - reduction of process times
• Further development of artificial intelligence due to constant usage
Why BlockChain technology?
• Usage of „Closed BlockChains“ to support high energy efficiency
• Usable for insurance claims, since the BlockChain is immutable and fraud safe (legally robust)
• Good possibility for integration into existing internal customer processes
• High data safety due to encryption and structured data access via identity management and profiles
• Full transparency for system users and easy usage and maintenance
• Reduction of working times, handover and verification processes
Why end-to-end process?
• Full execution of the entire business process, not only several steps or part results
• Definition of a holistic, automated and digital product
• Customers are expecting Result and analysis, so only pieces of information have to be avoided
based on an UAV service
The process
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