Neue Enabler für das Asset Management · 2018-06-22 · Asset Health Insights Equipment Advisor...

Neue Enabler für das

Asset Management

26. MAXIMO Anwenderkonferenz

13. Juni 2018

@ Capgemini 2018. All rights reserved.

Agenda

▪ Intro Capgemini

▪ IoT, Machine Learning und KI

▪ Neue Möglichkeiten im Zusammenspiel mit AM

▪ Start in die digital Transformation


Capgemini is the largest European based digital consulting player

COMPANY▪ Listed on the Paris stock

exchange (CAC-40)1

▪ EUR 12.8 bn. revenues (2017)

▪ Top 5 consultancy worldwide

▪ Two thirds of the world‘s largest companies are our clients

Headquarter in ParisPaul HermelinGroup Chairman and Chief Executive Officer

PEOPLE▪ > 200,000 employees

▪ Offices in 44 countries

1 Index of leading shares of the 40 biggest French incorporated companies at the Paris stock exchange

Dis

cip

lin

es

Consulting Services

Application Services

BPOInfrastructure

Services

Team Spirit Modesty FunBoldness FreedomTrustHonesty

Our values


Smart Products und Smart Plants verändern die Industrie

Smart Plant

Integrated

Supply

Chain

Customer

Experience

Manufacturing

Intelligence

Energy

Management

Cobots

Predictive

Maintenance

Product to

Device

Communication

Machine to

Machine

Communication

Smart Product

Product as a

Service

Infotainment

Mobility

Management

Aftersales

Remote

Services

Safety

Systems

Energy

management

Engine and

sub-

systems

Anti lock

braking

Cloud

Smart

Product

Smart

Plant

Security Connectivity

Analytics

External

informationBusiness

system


IoT als zusätzlicher Treiber der Wertschöpfung

New IT drivers

▪ Produkt-IT als strategische Waffe

▪ IoT – OT – IT verschmelzen

internet-connected devices

20202013

> 40 billion

Object generated

Traffic

>

Human generated

traffic

IoT : Internet of Things

OT : Operations Technology

IT : Information Technology

Value Creation

▪ Produktivitätssteigerung: 1 - 1.5 point/year

▪ Vom Produkt zum Service

▪ Neue Geschäftsmodelle

Worldwide Coverage

▪ Developed countries 60%

▪ Developing countries 40%


Der starke Wandel in den neuen Technologien wird die Fertigungsindustrie grundlegend verändern

Premium Automotive OEM

today mid-termlong-term

Car

manufacturer Mobility

as a Service

provider

Player in the

connected

world

Paintjob Manufacturer


Plant

manufacturer Smart

Paintjob

provider

Data driven

service

company

Medical Engineering Manufacturer


Product

manufacturer Connected

medical

solutions

Health

service

provider

Absehbare Veränderungen in der Industrie


Der starke Wandel in den neuen Technologien wird die Fertigungsindustrie grundlegend verändern

Transformationwege der Industrie

Gefahr oder

Möglichkeit!

Technologische Potenziale

zur Schaffung einmaliger

Marktpositionierungen.

Existenzsicherung

Sei innovative und

erfinde dich neu bevor

es andere tun

Innovationstreiber

Mechanical engineering

vs. Data driven solutions

Wachstums-

potenziale

Produktgeschäft vs.

Servicegeschäft


Das IBM-Angebot im Bereich Connected Operations besteht aus drei sich ergänzenden Blöcken

▪ Predictive Maintenance

▪ Asset Health Insights

▪ Equipment Advisor

▪ IBM Maximo

▪ TRIRIGA

▪ IoT Connection Services

▪ Blockchain

Operations OptimizationAsset Optimization

Workflow, Asset Management and Data

High productivity and quality data

Zero unplanned downtime

Improve factory KPIs

▪ Visual Insights

▪ Acoustic Insights

▪ Plant Advisor

▪ Plant Performance Analytics

▪ Prescriptive Warranty

▪ Prescriptive Quality


Das Asset Management wandelt sich von einer reinen Verwaltung zum digitalen Dashboard

Fehleranalyse

Aus Erfahrung=>

Angeleitet

ReportingManuell

=>Automatisch

Wartung

Zeitgesteuert=>

Bedarfsgesteuert

Statusabfrage

Onsite=>

Remote

Ressourcen

Pauschaler Einsatz=>

Aufwandsgesteuert


Viele unserer Kunden stehen erst am Anfang ihrer digitalen Transformation, werden aber alle mit den gleichen Herausforderungen konfrontiert

Einige Beispiele ...

Data Management

Foundry Press

Plant

Car body

constructionPaint shop

Chassis

control

Unmengen an Daten,aber nur gespeichert, kaum genutzt, nicht

integriert und keine Durchgängigkeit

Operations Efficiency

…

Einbeziehen der Mitarbeiter in die

Veränderungen

Prozessbrüche hinsichtlich

Organisationseinheiten und Medien

Fehlende Integration zwischen

Entwicklung, Produktion, Fachbereichen

und Instandhaltung


Einordnung des Watson Portfolios in das Capgemini 5A Model

➢ Data storage

➢ Event processing

➢ Data contextualization

Aggregation(A2)

➢ Data analytics

➢ Data visualizationAnalysis

(A3)

➢ Knowledge base

➢ Expert systemsAssignment

(A4)

➢ Operation efficiency management

➢ Business process integration

Action(A5)

Watson IoT for

Manufacturing (SaaS)

IBM Cloud (PaaS)

IBM Cloud(IaaS)

Watson Services Watson

Analytics

➢ Connectivity (gateway & sensors)

➢ Data preparation

Acquisition(A1)

… doch die digitale Reise beginnt meist nicht mit einer Architektur


Von der digitalen Strategie zur strukturierten Roadmap

Vision

Roadmap

TargetPicture“WHY”

Areas forAction“WHAT”

TransformationInitiatives“HOW”


Die entwickelte digitale Strategie beantwortet die Schlüsselfragen und bildet den Rahmen für zukünftige digitale Initiativen

DigitalVision

DigitalMission

DigitalTargets

DigitalRoadmap

DigitalInitiatives

B2B/B2C orFunctional Strategy

DigitalStrategyElements

Link strategy toinitiatives

Link Group toB2B/B2C level

“Festlegung der Eckpfeiler für die Digitale StrategieundAbstimmung mit der Unternehmensstrategie”

▪ Wonach streben sie? Was ist ihr Vision?

▪ Woran richten sie ihre Entscheidung und Aktivitäten aus?

▪ Was ist ihr Digitales Ziel?

▪ Wie wollen sie ihre digitalen Ziele erreichen?

▪ Wie soll die digitale Strategie aufgesetzt und umgesetzt werden?

▪ Wie lässt sich die übergreifende digitale Strategie in spezifische Strategien überführen?


Wir empfehlen unseren bewährten und strukturierten Ansatz –das Herzstück bildet ein “Digital Day” Workshop

Ansatz & Roadmap: Übersicht


Viele Unternehmen starten ihre Reise lieber mit sehrleichtgewichtigen Ansätzen (PoC / MVP)

Customized workshops to your specific situation and needs

▪ Applying top-of-the-class ideation techniques to identify the most promising use cases

▪ Developing solution concepts for your specific problem statement together with our SMEs

▪ Duration: 4h – 3 days

Workshops

Execution of agile projects aligned to your strategic journey

▪ Proven MVP approach to build scalable IoT & AI solutions with immediate business impact

▪ Possibility to perform quick Proof-of-Value and technical feasibility projects

▪ Duration: 2 – 26 weeks

Projects

Unique innovation environment to demo IoT and AI potentials

▪ Technology introduction sessions to IoT, AI & Blockchain including Capgemini’s point of views

▪ Get inspired of potential use cases through cross industry innovation labs

▪ Duration: 2h – 1 day

Innovation Sessions


Mehr dazu auch auf unserem anstehenden Workshop am 27./28. Juni

Sie sind herzlich willkommen

https://www.capgemini-events.de/ws_iot_watson/anmeldung/

A global leader in consulting, technology services and digital transformation,Capgemini is at the forefront of innovation to address the entire breadth of clients’opportunities in the evolving world of cloud, digital and platforms. Building on itsstrong 50-year heritage and deep industry-specific expertise, Capgemini enablesorganizations to realize their business ambitions through an array of services fromstrategy to operations. Capgemini is driven by the conviction that the businessvalue of technology comes from and through people. It is a multicultural companyof 200,000 team members in over 40 countries. The Group reported 2016 globalrevenues of EUR 12.5 billion.

About Capgemini

Learn more about us at

www.capgemini.com

This presentation contains information that may be privileged or confidential and is the property of the Capgemini Group.

Copyright © 2018 Capgemini. All rights reserved.

Alexander HeßelerTeam Lead Watson IoT

+49 151 4025 [email protected]

Danke für ihre Aufmerksamkeit

http://www.linkedin.com/company/capgemini

http://www.slideshare.net/capgemini

http://www.twitter.com/capgemini

http://www.youtube.com/capgeminimedia

http://www.facebook.com/capgemini


Artificial intelligence comprises various technological building blocks that together form a learning cycle

realization

deep learning

imageanalysis

knowledgebuilding

natural languagegeneration

machine learning

robotics

sensoryperception

naturallanguageunderstanding

Think

Act

Sense

speech recognition


The factor for the breakthrough of artificial intelligence are data availability, computing power and emerging technologies

Exponential growth of computing power

Moore´s Law,GPUs, VPUs, NPUs

Access to vastamounts of data

Big Data,Commonly sharedlabeled data

Infinitely flexible optimizing functions

Deep neural networks, CNNs, RNNs


Solutions and systems in the field of artificial intelligence are just at the beginning of their development

Artificial Superintelligence (ASI)

▪ An intellect that is much smarter than the best human brains in practically every field

Artificial General Intelligence (AGI)

▪ Refers to a computer that is as mart as a human across the board

Artificial Narrow Intelligence (ANI)

▪ Specialises in one area

▪ Completes and solves one problem


The Capgemini study „Turning AI into concrete value“ shows the most promising AI Use cases

https://www.capgemini.com/wp-content/uploads/2017/09/dti-ai-report_final1.pdf


Key technologies include understanding of natural language and image

Chatbots Text analysis & entity extraction

Object detection


Watson is the brand behind the activities of IBM in the area of artificial intelligence

Watson

IBM Watson

▪ IBM Watson is a teachable computer system from the field of the artificial intelligence and based on neuronal networks.

▪ This adaptive system processes unstructured and structured data like natural language.

▪ The extension of the knowledge-data-base through internal and external information for example textbooks, guidelines, manuals, FAQ’s, newsfeed and databases takes place continuously.

Cognitive Computing

Watson Services


A cognitive computing system consists of two main components

Evaluation of unstructured dataSelf-learning systems

Evaluation of unstructured

dataSelf

Learning

The cognitive abilities of a person include perception, attention, memory, learning, problem solving, creativity, planning, orientation, contextawareness, imagination, argumentation, introspecction, will, faith, emotions and others.

Generate knowledge based on experience

Transfer human capabilities into computing systems


The Watson Services embodies the cognitive capabilitiesof the Watson portfolio

“Use and/or train a visual recognition model to analyzepictures”

TEst

“Interpretation of text, relations and emotions between the words”

Language API’s

Visual API’s Speech API’s

“Transfer speech into text and text into speech“

Visual Recognition

English(US,UK)German,French,Italian,Spanish,Portuguese, Japanese

English,Arabic, Japanese, Mandarin, Portuguese, Spanish,French

Description of the content via “Big Watson”

Individualized Classifiers

Text to Speech

Speech to Text

Visual Recognition

Natural Language Understanding

“Big Watson” identify concepts, entities, emotions, relation, sentiment, keywords in documents.

Natural Language Classifier

TranslatorPersonal InsightsConversationDocument Conversion

Tone AnalyzerDiscoveryRetrieve and Rank

Trainable Model toclassify short textsto a certain rangeof categories.

?

Identification of over 65 languages and instant translation of English from/to Brazilian Portuguese, French, Italian, German

Derive personal insights and traits by using psychological categories

Interface to build a chatbot. Trained by giving standard conversations as input and by leveraging NLC.

Convert variousformats to eachother like PDF, Word, JSON, etc.

Detection of emotion, social propensities and language styles

Build a document-based knowledge library and train a ranker to derive information from there as required

Use and/or build a knowledge library based on documents.Can be queriedfor entities.

Neue Enabler für das Asset Management · 2018-06-22 · Asset Health Insights Equipment Advisor...

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