Cognitive Digital TwinFariz Saracevic, IBM, Senior Offering Manager

HOTEL EUROPE, October 21st

IBM Confidential – Shared under NDA3

• What is cognitive/artificial intelligence?

• Industry disruption and big data

• Why cognitive engineering

• Cognitive engineering scenarios

– Watson Analytics and Cognitive Quality Advisor

– Cognitive Requirements Advisor

– Cognitive Modeling Advisor

• Demo

Outline

IBM Confidential – Shared under NDA4

Is it Science? Is it Technology?

Is it Magic?

What is Cognitive/Artificial Intelligence?

IBM Confidential – Shared under NDA5

• Cognitive computing (CC) describes technology platforms that, broadly speaking, are

based on the scientific disciplines of artificial intelligence and signal processing. These

platforms encompass machine learning, reasoning, natural language

processing, speech recognition and vision (object recognition), human–computer

interaction, dialog and narrative generation, among other technologies.[1][2]

• Artificial intelligence (AI, also machine intelligence, MI) is

apparently intelligent behaviour by machines, rather than the natural intelligence (NI) of

humans and other animals. In computer science AI research is defined as the study of

"intelligent agents": any device that perceives its environment and takes actions that

maximize its chance of success at some goal.[1] Colloquially, the term "artificial intelligence"

is applied when a machine mimics "cognitive" functions that humans associate with

other human minds, such as "learning" and "problem solving".[2]

Wikipedia Definitions

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What is Cognitive/Artificial Intelligence?

Cognitive/Artificial Intelligence is a Science that

uses Technology to Create Magic

IBM Confidential – Shared under NDA7

We are going through an era of disruption

IBM Confidential – Shared under NDA8

Dramatic technology forces and big data

are behind the “creative disruption”

Digital commerce Cloud

The sharing economyMobile

IoT Blockchain

Cognitive AI

Machine learning

Data is the currency of the future

Old intermediariesno longer needed

Explosion of dataPervasiveInterconnectivity

34B connected devicesin 2020

180 Zettabytes in 2025

IBM Confidential – Shared under NDA9

Data is the currency of the future

10

Digital twin: getting a clear view

new user experiencecognitive analyticsdigital threadscognitive sensing

Cognitive Digital Twin: Blending Digital and Physical Worlds

Cognitive digital twin:

A virtual representation of a physical object or system across its lifecycle (design, build, operate)

using real time data from IoT sensors and other sources

to enable learning, reasoning and automatically adjusting for improved decision making.

Build

Design

Operate

A comprehensive set of capabilities and

information models

Enable shorter design cycle and speed

up innovation

Support change management and

solution impact analysis

• Provide tight linkage between design,

build, and operate

• Optimize asset operation & performance

• Leverage operational insights back to

design

Better understanding of

design for rapid

development

Increased transparency

for more efficient

manufacturing

Empowered decision making for

optimized operation

Cognitive Digital Twin: Leveraging cognitive analytics

Build

Design

Operate

Cognitive AnalyticsAnalytic Insights

IBM Confidential – Shared under NDA13

Cognitive Engineering Journey

Connect & Configure

Monitor & Visualize

Analyze & Predict

Become Cognitive

• Instrument your assets to collect data

• Connect data sources• Collect, aggregate &

explore

• Monitor data & automate actions

• Visualize in dashboards

• Cross site, cross fleet

• Gain insights from the data

• Produce models, predict outcomes, & make recommendations

• Bring in cognitive components

• Unstructured data• Machine learning• Cognitive processing

IBM Confidential – Shared under NDA14

Our focus areas for cognitive

Continuous Engineering

Cognitive Analytics

Manage Requirements

Manage Development

Build and Deploy

OperateAnalyze

Design for Analytics

Analyticsfor Design

Design System

Verify and Validate

Design and DeliverDesign and develop products/solutions

Analyze data to inform

Business Leaders,Engineers and Developers

IoT-enabledproducts/systems

IBM Confidential – Shared under NDA15

Fully AutomatedIntelligence

Natural LanguageDialogue

Guided AnalyticDiscovery

Single AnalyticsExperience

Advanced IBM invention that provides powerful, easy-to-use, self-service analytics capabilities in the cloud

IBM Watson Analytics Overview

Semantic Aware requirements

Operational data used as inputs for Requirements

analysis/elicitation

Requirements Quality Assessment

Detect similar and/or duplicate requirements

Automated lifecycle transition from requirements to design

Model Based Systems Engineering

Operations

Manufacturing

Engineering

Re

qu

irem

en

ts

IBM Confidential – Shared under NDA17

Cognitive Requirements Advisor

Display assessment score based upon presence of valued entities and relationships

By pressing on the “Tell Me Why?” button the user can begin a chat with the tool to understand the score received and what to do to improve it.

By pressing on the “Score All” button, the user can score the entire module.

IBM Confidential – Shared under NDA18

Cognitive Modelling Advisor

Key Benefits• Turn a 100 page document into a starting point

engineering model in a few minutes using Watson… this can be up to 100 times faster

• Capture essential aspects of long and complicated documents very quickly

• Improve requirement quality and structure

Prerequisites Watson document converter Watson Natural Language Understanding API Rhapsody API to populate UPDM model Rhapsody Visualizer

Working to make this available as a service

engagement offering

IBM Confidential – Shared under NDA19

Cognitive Quality Advisor Overview

•Analyze tests which find defects or don’t find defects

•Identify tests which should be run more frequently, or retired

•Maximize benefits; Find more “code change” defects

•Minimize overhead; Eliminate or restructure low value tests

•Leads to cost savings for customers

IBM Confidential – Shared under NDA20

Demos

Cognitive Quality Advisor

Cognitive Requirements Advisor

Cognitive Modelling Advisor

Contact Names

Fariz Saracevic, Senior Offering Manager, fariz@us.ibm.com

Find more information

THANK YOU!