AI & IOT @ BOSCH
Dr. Pavlin Dobrev <[email protected]>,
Research and Development Manager,
Bosch Software Innovations EOOD
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More info: https://www.bosch.com/explore-and-experience/denners-view-european-patriotism/
Dr. Volkmar Denner, CEO Bosch
AI & IoT @Bosch
Bosch Software Innovations GmbH | INST-PSY/QMM | 2017-11-30
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FOUNDATION
Services
Software
Sensors
AI & IoT @Bosch
Bosch Software Innovations GmbH | INST-PSY/QMM | 2017-11-30
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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
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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
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AI & IoT @Bosch
Bosch Software Innovations GmbH | INST-PSY/QMM | 2017-11-30
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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
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TAKING THE IOT TO THE NEXT LEVELEmerging technologies enable new use cases
Services
Software
Sensors
ArtificialIntelligence
Cloud & FogComputing
IoT NetworksBlockchain
AI & IoT @Bosch
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Flexibility!
CLOUD AND FOG COMPUTINGIntelligence and data distributed between asset and cloud
Cloud ComputingFog Computing
AI & IoT @Bosch
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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
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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
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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
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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
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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
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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
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Connected
BUILDINGS
Connected
ENERGY &
STORAGE
Connected INDUSTRY
Connected
MOBILITY
Connected
AGRICULTURE
Connected
HEALTHCARE
The essentials: IoT@BoschIntro: how Bosch sees the connected world
The essentials: IoT@Bosch
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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.
The essentials: IoT@Bosch
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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?
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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
The essentials: IoT@Bosch
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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
The essentials: IoT@Bosch
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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
The essentials: IoT@Bosch
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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.
The essentials: IoT@Bosch
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What role does the Bosch IoT Cloud play?
Services
Software
Sensors
The essentials: IoT@Bosch
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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 GmbH | INST-PSY/QMM | 2017-11-30
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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
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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
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Areas of Research
We connect every thing
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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
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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
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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
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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
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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!
Follow us on
Dr. Pavlin Dobrev <[email protected]>,
Research and Development Manager,
Bosch Software Innovations EOOD
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