Disrupt your Industry with Lumada Trends, Lumada IoT Platform and - - PowerPoint PPT Presentation

Trends, Lumada IoT Platform and Solution Cores

Disrupt your Industry with Lumada

Ravi Chalaka, VP, Global IoT and Lumada Marketing Kosta Ristovski, PhD, Sr. Research Scientist, CSI NA

Disruptive Technology is your Opportunity

Can’t wait till our customers or markets demand a change

Industrial Revolution 4.0 (Industrial IoT)

1800 1900 2000 Today * First mechanical loom, 1784 * First assembly line, 1870 * First programmable logic

controller (PLC) 1969

FIRST

Mechanization with steam power 100% replacement

• f equipment like

looms

SECOND

Mass production with electrical energy ~20% replacement same tools new conveyor belts

THIRD

Automation with electronic systems ~80% replacement of tooling equipment by machines

FOURTH

Cyber-physical systems ~50% replacement of legacy machines that cannot be connected

ROBOTICS ARTIFICIAL INTELLIGENCE

Overall optimization Open Outcomes Individual optimization Closed Products Everything-as-a-Service Own

Evolution of Digital Technologies

INTERNET OF THINGS

Driving Growth and Competitive Advantage

Europe China Japan Americas India

Industrie 4.0 Made in China 2025 Society 5.0 Industrial IoT Digital India

Delivering Value

Workers

productivity

Assets

Uptime

Process

Improvements

Quality

Improvements

Service

Automation

Value Drivers Value Creators Delivering Value

Internet of Things Artificial Intelligence Robotics 45 to 55% increase in knowledge worker productivity 20 to 50% reduction of machine downtime 10 to 40% reduction of maintenance costs 3 to 5% productivity increase 10 to 20% increase in yield

Source: McKinsey

IT

58+

YEARS

IT SYSTEMS ARTIFICIAL INTELLIGENCE COMMUNICATIONS BIG DATA ANALYTICS CLOUD

OT

107+

YEARS

INDUSTRIAL CONSUMER BUSINESS CIT Y

Hitachi is Uniquely Positioned for Digital Transformation That Creates Value

IoT

Innovation is in our

DNA

Hitachi

“illuminate” ＋ “data”

Data is the new oil.

It’s valuable, but if unrefined it cannot really be used. It has to changed into gas, plastic or chemicals to create a valuable entity that drives profitable activity, so must data be broken down, analyzed for it to has value.

Clive Humby, Mathematician and architect of Tesco’s Clubcard, 2006

Accelerates IoT journey with data-driven

• utcomes

Lumada

DATA

BUSINESS HUMAN MACHINE

Lumada will connect to every Hitachi machine and much more

MRI Car navigation Construction vehicle Server storage ATM Elevator Pump, valve Steel plant Train

>6 Million Connected Hitachi Machines

Lumada IoT Platform

Lumada IoT Platform

Intelligent Composable Secure Flexible

OT = Operational Technology, IT = Information Technology

IT systems Business Data OT systems Machine Data Human Data

Core

Data Collection Asset management Asset Avatar

Foundry Studio

Alerts / notifications Dashboard Application enablement

Edge

Edge analytics Asset integration Data caching / Filtering

Lu Lumada IoT platform Analytics

Batch / stream analytics Artificial intelligence Data blending / orchestration

Edge Core Analytics Studio

Lumada’s Intelligent Asset Avatars

Asset avatar type is a digital blueprint for a class of assets (e.g: Truck)

Visualization Applications Data Query Service Alerts Analytics

Asset Avatar Asset Avatar Asset Avatar Asset Avatar Type

Asset avatar is digital representation of a physical asset. (e.g.: Truck #24, Model: 550

Physical Asset Physical Asset Physical Asset

Asset avatar provides current state of asset using sensor values to meet the needs of users.

§ Customers have made investment in apps, analytics, data management and visualization systems § Lumada can be composed to integrate to customer’s existing systems:

Lumada is a Composable Architecture

Asset avatar data query service Apps Alerts Visualization

1

Data consumer message queue

2

Data integration connectors Databases ERP CRM Cloud

3

Analytics

§ Hackers and sensitive data loss create risks and can interrupt

• perations.

Security Challenges in IoT Adoption

TLS Asset Edge Core Analytics Studio IPSec TLS TLS

TLS is Transport Layer Security

Secure Access Token

§ Lumada is secured at every tier using authentication, authorization,

• utbound-only connections, blacklisting and encryption of data at-rest

and data in-transit.

Lumada is Flexible Lumada IoT Platform runs anywhere

Assets Edge Core

Fully on-prem

Assets Edge

Hybrid on-prem to cloud

Core Assets

Fully on cloud

Core

Lumada Contextualizes all Data Types

STRUCTURED DATA SEMI-STRUCTURED DATA UNSTRUCTURED DATA SIMPLIFIED BY LUMADA IOT

Ingest Process Blend Data Prep Action Machine Learning

ERP CRM Asset Management Geo-Location Data Machine Data Sensor Data Image Data Video or Voice Data

Hitachi’s Co-Creation Approach

Hitachi Co-Creation Ecosystem Co-creation

Innovation through collaboration Challenges Customer Partners

Technology vendors System integrators

Hitachi Insight Group

Lumada IoT platform and solution cores

Hitachi R&D

Global Center for Social Innovation (CSI) NEXPERIENCE

Power & energy Urban Industrial Water Financial Healthcare Government

Hitachi Business Units

Hitachi Co-Creation Approach

Engage

Understand customer challenges Share vision, demos Hold workshop Consultant Researcher

Iterate

Create Solution

Data scientist Solution developer

Outcome

Analytics pipeline Data pipeline

Build Model

Data scientist Domain expert

Analytics model Analytics Sample data Validate

Delivery engineer Data scientist

Business value

Analytics pipeline Customer IT & OT ecosystems Data pipeline

Jointly create unique solutions to specific customer challenges and data Solution cores

Customer Requirements and Solution Types

Powered By Lumada Solution Cores

Transforming Asset Maintenance

As-is processes

Corrective maintenance: after failure Time-based maintenance: Periodic

Reduce maintenance cost Reduce repair cost Increase availability Reduce replacement cost Right parts and right time

Efficient process

Predictive maintenance: as needed Decision maker: 75% of work

• rders generated on a time schedule

may not be necessary and the maintenance expense may be avoidable

Predicting Remaining Useful Life (RUL) for NASA Jet Engines

Customer Need

§

Difficult to decide when to replace an asset

§

Failures before replacement is unsafe or replacement of healthy assets is costly

§

Extract complex features from historical sensor data for run-to-failure equipment / components

§

Use deep learning to capture temporal information

§

Apply learned model to real-time sensor data to estimate remaining useful life

Solution

Estimating RUL for Jet Engines with NASA data

§

Hitachi’s technology is the most accurate among publicly reported benchmarks from NASA datasets Benchmark Estimation Error

CONFIDENTIAL – For use by Hitachi, Ltd. employees and other audiences under NDA only.

UK

Smart Transportation

Predictive Maintenance

§ Real-time monitoring

• f Hitachi trains

§ Enhanced

• perational insights

§ Optimized maintenance practices

Business Outcomes

Core Foundry Studio

• n

Edge

Analytics

Conclusion

Lumada powered solutions provide descriptive, predictive, prescriptive analytics and automation Lumada is the most composable, flexible, intelligent end-to-end IoT platform

Core Foundry Studio

• n

Edge

Analytics

Disruptive innovations enables competitive advantage, business transformation and growth

Let’s create a wonderful future together.

Q & A

Thank You