industria 4.0: il punto di vista di ibm italia · 2017-04-24 · ibm predictive maintenance on...
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Industria 4.0:Il punto di vista di IBM Italia
Maurizio Venturi IBM GTS Consulting Internet of Things & Industria 4.0
International Business Machines
American multinational technology and consulting corporation funded in 1911Present in more than 170 countries with more than 370.000 employeesLeader in Information Technology: microprocessors, servers and softwareProvide infrastructure, hosting and consulting services 12 Research laboratories in 6 continents (3.000 employees)
Almaden (USA), Austin (USA), Beijing, Delhi, Dublin, Haifa, Melbourne, Nairobi, New York, Tokyo, Sao Paulo, Zurich
5 Nobel prizes and first US company in patents for the last 24 years
“A Cognitive company based on Cloud and focused by Industry”
Cloud computing, is a kind of Internet-based
computing that provides shared processing resources
and data to computers and other devices on demand. It
is a model for enabling ubiquitous, on-demand access
to a shared pool of configurable computing
resources (e.g., networks, servers, storage,
applications and services), which can be rapidly
provisioned and released with minimal managementeffort. Cloud computing and storage solutions provide
users and enterprises with various capabilities to store
and process their data in third-party data
centers. It relies on sharing of resources to achieve
coherence and economy of scale, similar to a utility (like
the electriciy grid) over a network.
Source: Wikipedia
25
Cloud Computing
Cognitive Computing è l’evoluzione degli strumenti di “advanced analytics”
CognitiveComputingaffrontasituazioni complesse chesono caratterizzatedaunagrandequantitàdidatinonstrutturati,ambigui,incerti,contrastantiesoggettiacambiamentifrequenti erapidi;l'obiettivo, passandodaunapproccioprogrammatico(deterministica)adunapproccioprobabilistico,èquello diaggregareeorganizzareidatiperpermettereallepersone eallemacchinedilavorareinsieme inmodalitàsemplici eintuitivetrasformandoidatiininformazioniutiliaprenderedecisioni consapevoli
CognitiveNatural Language Processing
TextAnalytics
MachineLearning
Image/VideoAnalytics
Ridurre i costi di gestione e migliorare efficienza della “value chain” di fabbrica
Intelligent assets and equipment
Cognitive processesand operations
Smarter resource and optimization
Intelligent assets and equipment utilizes IoT and cognitive capabilities to sense, communicate and self-diagnose issues so they can optimize their performance and reduce unnecessary downtime
Cognitive operations and processes bring more certainty to business by analyzing a variety of information from workflows, context and environment to drive quality, enhance operations and decision-making.
Utilize IoT and cognitive insight to optimize resources (worker, energy, expertise) using geolocation data, individual data, usage data and environmental conditions along with analytics.
IBM$Watson$IoT$Platform
34%Decrease in equipment downtime at
major global auto manufacturer
25%Increase in overall productivity at major
European automaker
8%Annual saving in energy cost at IBM
facilities
IoT abilita una nuova generazione di servizi di gestione degli Asset
Asset Management and Facilities Maturity
Absent Cognizant Evolving Proficient Advanced
Maintenance is an Expense Maintenance is an InvestmentTime and Effort
Cos
ts
Performance
Calendar basedUsage based
Predictive
Risk based
Condition based
Enterprise Asset Management Asset Performance Management
Reduce assets operational costs & improve reliability with real-time metrics
Unpredictable maintenance periods cause loss of production time and increased cost.The need is to improve maintenance agility, responsiveness and increase operational availability by monitoring the health of assets introducing high automation & connections also in the production line.This will deliver an overwhelming amount of data to be used to gain operational efficiencies.
L’approccio all’innovazione
Nuovo Prodotto Linea di prodotti
Prodotto Sensorizzato
ProdottoTradizionale
BusinessTradizionale
BusinessAggiuntivo
Nuovo modellodi business
Innovazione delmodello di business
Innovazione di prodotto
L’approccio all’innovazione di Daimler-Mercedes-Moovel
Nuovo Prodotto Linea di prodotti
Prodotto Sensorizzato
ProdottoTradizionale
BusinessTradizionale
BusinessAggiuntivo
Nuovo modellodi business
Innovazione delmodello di business
Innovazione di prodotto
Manutenzione“In car experience”
Gestione flotta Gestione
post-vendita
Industrial & manufacturing predictive solutions
IBM Predictive Maintenance on Cloud
IBM Prescriptive Maintenance for Manufacturing
IBM Prescriptive Quality for
Manufacturing
IBM Prescriptive Warranty for
Manufacturing
• Persona: Reliability Engineer Providesrecommendationsonmaintenancepolicy
• Accepts data (csv or through IoT Platform) sensor data, maintenance data, failure data
• APIs for data access and query. Maximo data API
• Part Number: D1PSRLL or D1QXVLL (manufacturing)
• 30 day trial link• Recorded demo link
Out the box Line of Business Apps - Born on the Cloud• Persona: Quality Engineer• Integrated with IoT
Platform, csv files also supported.
• Out of the box quality monitoring models
• Monitor attributes of parts, components and products as they complete critical manufacturing steps
• Part Number D1QXTLL• Free 30-day trial• PQ Recorded demo with
narrative
• Persona: Reliability Engineer
• Out of the box warranty analysis models
• Understand conditions that lead to accelerated to accelerated wear of products to help minimize warranty claims
• Part Number D1QXULL• Free 30-day trial• PW Recorded demo with
narrative
PMQ 2.5.3 Single Tenant on Softlayer
IBM Plant Performance
Analytics
• Persona: Plant ME, Plant Process Engineer
• Predicts performance constraints to production, prescribes remedy
• Purpose built for manufacturing with ISA 95 information model
• Prebuilt industry analytical model for robot based manufacturing operations. Industry model framework to develop analytical models for other operations
• Prebuilt UIs
• Persona: Data Scientist and LOB
• Fully customizable build and runtime solution
• SPSS, Cognos, DB2, IIB authoring tools and solution installer included
• Prebuilt: Meta-data driven event prediction, asset heath ensemble model, data schema with asset profiles, orchestration, FM model.
• Part number: D1K63LL
“Ogni cosa che sentiamo è un’opinione, non un fatto.
Ogni cosa che vediamo è una prospettiva, non la verità."
Marco Aurelio (121-180)
@mmventuri
INFORMATIONDATA KNOWLEDGE SAPIENCE