AI & IOT @ Bosch - · PDF fileLTE GSM/ LTE LTE-V2X/ ITS.G5 GSM/ LTE ... Bosch will use...

AI & IOT @ BOSCH

Dr. Pavlin Dobrev <[email protected]>,

Research and Development Manager,

Bosch Software Innovations EOOD

Bosch Software Innovations GmbH | INST-PSY/QMM | 2017-11-30

© Bosch Software Innovations EOOD 2017. All rights reserved, also regarding any disposal, exploitation, reproduction, editing, distribution as well as in the event of applications for industrial property rights.2

More info: https://www.bosch.com/explore-and-experience/denners-view-european-patriotism/

Dr. Volkmar Denner, CEO Bosch

AI & IoT @Bosch



FOUNDATION

Services

Software

Sensors

AI & IoT @Bosch



Largest German car insurance

11 Mio. customers

€6.6 bn revenue (2015)

Innovative Solution

Insurance rate based on

driving behaviour

Leverage telematics and Bosch IoT Cloud

DEEP DIVE 1: HUK INSURANCESmartDriver program rewards safe driving

AI & IoT @Bosch



Acceleration andbreaking data

Insurance rate based on drivingbehavior plus eCall service

Sensors Software Services

DEEP DIVE 1: HUK INSURANCESmartDriver program rewards safe driving

DEEP DIVE 2: COMMUNITY-BASED PARKINGFinding a parking space becomes a shared endeavor

Bosch Software Innovations GmbH | G1 I #BCW17 | 2017-11-30


AI & IoT @Bosch



Parking ServicesSensor Data Analytics

(Parking Spot Identification)

OEM Cloud

UltrasoundSensors

Parking MapGeneration

Anonymized

DEEP DIVE 2: COMMUNITY-BASED PARKINGFinding a parking space becomes a shared endeavor

Sensors Software Services

TECHNOLOGY DRIVESINNOVATION

AI & IoT @Bosch



TAKING THE IOT TO THE NEXT LEVELEmerging technologies enable new use cases

Services

Software

Sensors

ArtificialIntelligence

Cloud & FogComputing

IoT NetworksBlockchain

AI & IoT @Bosch



Flexibility!

CLOUD AND FOG COMPUTINGIntelligence and data distributed between asset and cloud

Cloud ComputingFog Computing

AI & IoT @Bosch



Many IoT use cases not ideallysupported by GSM networks

Key Issues

Network coverage

Power consumption

Latency / real-time capabilities

Cost

Connectivity Cost / Device

Battery Efficiency

Latency

LPWAN

GSM/LTE

GSM/LTE

LTE-V2X/ITS.G5

GSM/LTE

IOT NETWORKSSpecialized networks support different IoT use cases

Dedicated IoT networksaddress these issues

Satellite

Low-power WAN (LPWAN/LoRa)

Narrow-band (NB-IoT)

LPWAN

AI & IoT @Bosch



Example 3: LTE-V2X

Latency Peer-to-Peer

Example 2: Mobile Edge Computing

Latency Throughput

Example 1: LPWAN

Connectivity Cost / Device

IOT NETWORKS – USE CASESBosch capabilities and partners

AI & IoT @Bosch



Blockchain Distributed database („ledger“)

Chained list of data „blocks“

Resistant to modification of data

Use Cases Finance: Bitcoins

Industry: smart contracts,

product identity, anti-counterfeit

Blockchain & IoT Immutable sensor data, for instance product

usage and location

Example: Delivery confirmation in Smart Contract via IoT event triggers payment

Smart Contract

IoT Events

Blockchain

THE BLOCKCHAINEstablishing trust in heterogeneous partner ecosystems

AI & IoT @Bosch



AI Characteristics Self-learning systems

Based on neural networks

Application Areas Perception-action-loop

Games (Go, Poker)

Predictive maintenance

Autonomous cars and robots

Bosch Perspective Impact on many Bosch products

Key focus area for Bosch

Analytics: predictive andpreventive

Control:autonomous cars and robots

ARTIFICIAL INTELLIGENCEBosch will use artificial intelligence to turn things into intelligent assistants

AI & IoT @Bosch



BOSCH AND AIBosch will use artificial intelligence to turn things into intelligent assistants

Foundation of Bosch Center forArtificial Intelligence

Bosch partners with Academia:Cyber Valley Tübingen/Stuttgart



Car Computer

Bosch AI Car Computer

Leveraging latest NVIDIA chip set

Foundation for autonomous driving

Using advanced AI algorithms for complex traffic situations

Major stepping stone towards fully autonomous vehicles

BOSCH AND AI

THE ESSENTIALS: IOT@BOSCHTHE ESSENTIALS: IOT & AI @BOSCH

The essentials: IoT@Bosch



Connected

BUILDINGS

Connected

ENERGY &

STORAGE

Connected INDUSTRY

Connected

MOBILITY

Connected

AGRICULTURE

Connected

HEALTHCARE

The essentials: IoT@BoschIntro: how Bosch sees the connected world




What is the Internet of Things?

All over the world, billions of objects are already interacting and

sharing information, such as cars and smartphones. Things are increasingly becoming an active part of the internet.

How is this possible? Every “thing” in the world can transmit data to the web and communicate with every other “thing” in order to

perform a variety of tasks for its owner.

On the Internet of Things (IoT), the physical and virtual worlds are

fused.




Why is the IoT so significant for business?

The IoT is growing rapidly worldwide. For business, this means

momentous changes and huge opportunities.

According to the Gartner research institute, some 6 billion objects

worldwide are already connected. By 2020, this number is expected to exceed 20 billion.

As early as 2020, the IoT market will be worth some 250 billion dollars.

2017 2020

6bn

20bn

The essentials: IoT@BoschWhen it comes to the IoT, what are Bosch’s business goals?



To consecutively make its products web-enabled, also with the help

of cloud computing

To use connected products and solutions to take its traditional

business forward

To open up new business opportunities, especially in services

Main aim: to be a globally leading IoT company




What is the motivation behind Bosch’s IoT activities?

In various areas, Bosch is extending its acknowledged expertise as a manufacturer and provider of solutions in order to make everyday life easier. Invented for life

HomesIndustryEnergy and

building technologyMobility Cities




How does Bosch intend to become a leading IoT player?

Bosch plans to...

...make all its electronic products web-enabled

by 2020

...offer new, connected services with its web-enabled products

...in this way expand its product and services business with connected

solutions, and generate additional sales as a result




Why are sensors so important?

Sensors are indispensable for the IoT

Bosch uses sensors to teach things how to feel.

Bosch is the world’s leading supplier of MEMS sensors (4 million a day).

Sensors and software are the basis for a multitude of new services,

such as connected parking in the mobility sector.

This is why we at Bosch often speak about the 3 S’s of the IoT.




What role does the Bosch IoT Cloud play?

Services

Software

Sensors




Why does Bosch need artificial intelligence?

Products and systems have to become capable of learning

Mobility (e.g. automated driving)

Industry (e.g. condition monitoring of machinery)

Homes (e.g. controlling central heating systems, voice recognition in

home assistants)

Artificial intelligence will increasingly allow machines to become personal assistants


© Bosch Software Innovations EOOD 2017. All rights reserved, also regarding any disposal, exploitation, reproduction, editing, distribution as well as in the event of applications for industrial property rights.27 Source: https://www.bosch-ai.com/

AI & IoT @Bosch

AI-Based Dynamics

Modeling

battery management

manufacturing

processes

Rich and Explainable Deep

Learning

video and radar signal

processing

Large-Scale AI and Deep

Learning

semantic search

capabilities on large-scale

video databases



Areas of Research

AI & IoT @Bosch

Environment Understanding

and Decision Making

probabilistic

generative models

learned from data

Control Optimization

Through Reinforcement

Learning

automatic adaptation

of machines

Dynamic Multi-Agent

Planning

scheduling of robotic

fleets in an industrial

environment



Areas of Research

We connect every thing



Bosch IoT Suite in practice

Device management for connected filters

Smart heating: intelligent networking of heating systems

IoT Gateway: easy connection to Industry 4.0 environments

‘Internet of Oysters’: monitor the health of the water system

Firmware and software updatesover the air

Connected asset intelligence system for rail freight

TrackMyTools: a smart inventory management system

Indego Connect:intelligent device management

The Bosch IoT Suite



Open source basis

IoT devices(IP/ non-IP ready)

PaaS

Bosc

h Io

TPe

rmiss

ions

IoT gatewaysProSyst Gateway Software

Bosch IoT Remote ManagerBosch IoT Rollouts

Bosch IoTThings

Custom IoT solutions

Visual Rules

Custom gateway

. . .

Bosch IoT Analytics

IoT devices(IP ready)

. . .

?

Developer Console

3rd party cloud services

(Non-Bosch) enterprise

systemsInte

grat

ion

Gate

way

3rd party IoT hub

Focus on device/user attach/control points. Drive forward cloud/docker capability. Observe and leverage momentum around Kapua.

ACS, UAA underInvestigation

Bosch IoT Integrations

Hub Integration

CustomConnector

Hub Integration Bosch IoT LWM2M

Connector

Bosch IoTOMA-DMConnector

Bosch IoTTR-069

Connector

Bosch IoT MQTT

Connector

ProSystGateway

Connector

Bosch IoT Hub

Bosch IoT Gateway for Industry 4.0



Pilot Project

Connected MAE

ROI <

1,5 years

MaintenanceSupport System

Production Performance Manager and Production Rules Configurator

Existing machines

101010101010101010101010101010101010

1010101010101010101010101010101010101010101010101010

10101010101010101010101010101010101010101010101010101010101010101010

101010101010101010101010101010101010101010101010

Maintenance notification/tickets

Maintenance completion

Technology: Linux with Java/OSGi Web-based configuration Connection of sensors via Bluetooth LowEnergy and

I/O Link Integrations-Interface for I4.0 Platform or Bosch IoT Cloud Security

Hydraulic test bench

The Outlay ofmanual testing

reduced by

20%

ReductionMaintenancecosts about

25%OEE

Increasedby up to

5%IoT Gateway

ProSyst Gateway Software

Bosch IoTRemote Manager

Open standards

The Internet of Oysters

The Yield, an Australian AgTech business, uses the Bosch IoT Remote Manager to connect oyster farms.

Their first IoT product was designed to help oyster farmers reduce the risk of unnecessary harvest closures caused by weather.

Sensing: ProSyst Gateway Software connects with sensors to measure and transmit data (e.g. air pressure, wind speed, rainfall, oxygen, water temperature)

Analyzing & predicting: Bosch IoT Remote Manager provides data to be used by predictive models and converted into 3 day harvest area forecast

Informed decision: Farmers can avoid weather-related and costly harvest closures

Smart Oyster Harvesting



Conventional oyster harvesting

BETTER DECISIONS BETTER HARVESTING BETTER YIELD

The Yield & Bosch innovation project

Measure Water Salinity ProSyst IoT Harvesting Regulator& Growers

BENEFITS

• Improve scheduling of harvesting operations by predicting closures

• Extended harvest periods so more oysters make it to the market

If harvested at the wrong time, oysters can be dangerous to eat

Regulators conservatively control harvesting via coarse rainfall data

The Internet of Things



From physical products to digital services: smart heating

Physical productGas boiler (100 years ago)

ExampleJunkers gas boiler

Digital product“HomeCom” app

Physical serviceHot water & warm air

Digital serviceWeb-based control

Product Service

Digital

Physical

Physical productSmart gas boiler

Hybrid product scheme: Prof. Elgar Fleisch, 2016

Services

Software

Sensors

CONCLUSIONS

Artificial Intelligence, Blockchain, Fog Computing and IoT Networks are taking the IoT to the next level

Bosch is shaping the IoT with Sensors,Software and Services

Bosch IoT Suite and Cloud are the ideal foundation for innovative solutions

THANK YOU FOR YOUR ATTENTION!

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Dr. Pavlin Dobrev <[email protected]>,

Research and Development Manager,

Bosch Software Innovations EOOD

AI & IOT @ Bosch - · PDF fileLTE GSM/ LTE LTE-V2X/ ITS.G5 GSM/ LTE ... Bosch will use...

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