uk opportunities and capability in communications …...1 presentation title - edit in the master...
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1 Presentation title - edit in the Master slide
UK Opportunities and Capability in
Communications and Electronics
7 December 2017
Phillip White, Sector Specialist
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As a fully integrated advisory service we will
support any aspect of plans to expand in the UK
▪ Dedicated, professional assistance on
locating and expanding your business in the UK
▪ We are a FREE & CONFIDENTIAL service to
support your UK expansion and growth to be as
efficient as possible, helping you with:
– Links with centres of excellence (e.g.
universities);
– Information on tax, regulatory and business
planning issues;
– Information on financial incentives;
– Information on staff recruitment, retention and
training programmes;
– Assistance with immigration issues
Site and property search
Visiting the UK
Building key contacts
Aftercare
Maximising your global potential
DIT – Introduction to our services
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Industrial Digitalization
UK Government Industrial Digitalization Review,
November 2017
Focussed on five Industrial Digitalization Technologies:
• Artificial intelligence, machine learning and data analytics,
• Additive manufacturing,
• Robotics and automation,
• Virtual reality and augmented reality,
• The Industrial Internet of Things (IIoT) and connectivity (5G,
LPWAN, etc.)
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Overview
• Sensors
• IoT Wireless Network Technologies
LoRa, NB-IoT, Telensa, Wireless technology clusters
• Data Analytics and Artificial Intelligence
• Applications
Smart Cities, Industrial Digitalization, Automotive
• IoT Security
• Innovating in the UK
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Overview
• Sensors
• IoT Wireless Network Technologies
LoRa, NB-IoT, Telensa, Wireless technology clusters
• Data Analytics and Artificial Intelligence
• Applications
Smart Cities, Industrial Digitalization, Automotive
• IoT Security
• Innovating in the UK
![Page 6: UK Opportunities and Capability in Communications …...1 Presentation title - edit in the Master slide UK Opportunities and Capability in Communications and Electronics 7 December](https://reader034.vdocuments.net/reader034/viewer/2022042115/5e92eaf644cc914ba12f9867/html5/thumbnails/6.jpg)
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The Sensor Systems Stack
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Building Scotland’s IoT network
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MANAGE
Product evolution demands connected sensing
The value of sensor and imaging systems is in transforming raw data into meaningful information
This enables businesses to:
Applications/ Software
Devices/ Hardware
Analysis & Post Processing
Data Repository
Communications & Networking
Sensor Element
POWER CONTROL
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Overview
• Sensors
• IoT Wireless Network Technologies
LoRa, NB-IoT, Telensa, Wireless technology clusters
• Data Analytics and Artificial Intelligence
• Applications
Smart Cities, Industrial Digitalization, Automotive
• IoT Security
• Innovating in the UK
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IoT Network Technologies
• LoRaWAN – new users, companies, private, public open, free access
• Narrowband IoT – cellular mobile network operators
• Telensa – mesh network for connected street lighting
• Sigfox – new network operators, wireless mast owners, cities
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Low Power Wide Area Network (LPWAN) for IoT
Low
Cost
Low
Pow
er
Devices &
Infrastructure
3-5 year
battery life
Approx. 3km
in urban
areas
Long
Ran
ge
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Where does LPWAN fit?
Data rate (Mbps) 0.01 100
RFID
NFC
Bluetooth
ZigBee WiFi
GSM – LTE
Cellular
2G, 3G. 4G
IoT
LPWAN
Satellite
LAN
WAN
Licence-exempt ISM
bands globally
Sub 1GHz - exceptional
RF characteristics
Designed for small IoT
data packets
Simple network
infrastructure
Low cost (capex/opex)
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What LoRa does deliver :
Transformative technology with positioning capability
• Cost effective enabling of IoT connectivity to new types of devices
• Infrastructure needed for development and scaling of new IoT offerings
What LoRa does NOT deliver :
Internet connectivity to the disconnected
• MAXIMUM data rate is <1% of an 8Meg link!
A means for transferring video, audio, etc.
A head-to-head competitor with cellular M2M
Low Power Wide Area Network (LPWAN)
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Network management
Nodes report back to Stream data collection infrastructure
IoT-X provides management,
monitoring and control to
subscribers
Devices publish to feeds that are allocated per company
Stream manage security of feeds and
separation of data
Stream Technologies
Cloud Platform
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Network security
Three level encryption
Device specific key (EUI128)
Unique Application key (EUI64)
Unique Network level key (EUI64)
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ORKNEY
GLASGOW
CENSIS LoRa Network Partnerships
RENFREW
INVERNESS
ABERDEEN
DUNDEE
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LoRa network offering
Lowest possible barriers to entry
First concept to finished product
Seamless growth with need
Scale cost and resource as you
grow
Open architecture Your data
Collaborative ecosystem partnering
Local delivery and shared benefit
Global replication From S/W to full deployment
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Overview
• Sensors
• IoT Wireless Network Technologies
LoRa, NB-IoT, Telensa, Wireless technology clusters
• Data Analytics and Artificial Intelligence
• Applications
Smart Cities, Industrial Digitalization, Automotive
• IoT Security
• Innovating in the UK
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Wireless Networks – NB-IoT
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Narrowband IoT
Weightless Open Standard
Neul
MK:Smart
Neul acquired by Huawei
Huawei and Vodafone NB-IoT demo lab, May 2016
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Narrowband IoT
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Narrowband IoT
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Narrowband IoT
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Narrowband IoT
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Narrowband IoT
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Narrowband IoT
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Narrowband IoT
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Narrowband IoT
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Overview
• Sensors
• IoT Wireless Network Technologies
LoRa, NB-IoT, Telensa, Wireless technology clusters
• Data Analytics and Artificial Intelligence
• Applications
Smart Cities, Industrial Digitalization, Automotive
• IoT Security
• Innovating in the UK
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Telensa
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Overview
• Sensors
• IoT Wireless Network Technologies
LoRa, NB-IoT, Telensa, Wireless technology clusters
• Data Analytics and Artificial Intelligence
• Applications
Smart Cities, Industrial Digitalization, Automotive
• IoT Security
• Innovating in the UK
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Map of some of the UK wireless technology clusters
London
Cambridge
1:00 by train from London
Bristol
1:30 by train from London
M4 corridor. 0:15 to 0:40 from London by train
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Map of some of the UK wireless technology clusters
London
Cambridge
1:00 by train from London
Bristol
1:30 by train from London
M4 corridor. 0:15 to 0:40 from London by train
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Cambridge cluster companies
ARM + Softbank: world’s most widely-used microprocessor cores
Imagination Technologies : multimedia processor cores
Huawei:
Neul, now Huawei – Low-Power, Wide-Area wireless network for
Internet of Things
Qualcomm: wireless and broadband ICs.
CSR, now Samsung: Bluetooth, WiFi and GPS. Low-power RF
CMOS
Mediatek( TTPcom, now Mediatek: mobile phone protocol
stack
u-Blox
Cognovo, now u-Blox: software defined radio for 4G and other
standards
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Map of some of the UK wireless technology clusters
London
Cambridge
1:00 by train from London
Bristol
1:30 by train from London
M4 corridor. 0:15 to 0:40 from London by train
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M4 Corridor (between London and Bristol)
Vodafone: mobile network
operator
Telefonica O2: mobile
network operator
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Map of some of the UK wireless technology clusters
London
Cambridge
1:00 by train from London
Bristol
1:30 by train from London
M4 corridor. 0:15 to 0:40 from London by train
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Bristol cluster companies
ST Micro:
Huawei: Processor development centre
Icera, now Nvidia: multi-standard baseband modem for mobile
phones
Picochip, now Intel: processor for femto-cell base station
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Bristol cluster companies
XMOS: Recent investment by Huawei and Bosch.
Reconfigurable microcontroller for time critical input/output.
Used in ethernet audio/video and many other applications.
Blu Wireless Technology: Silicon IP for 60GHz and other mm
wave applications
FiveAI: Developing computer vision, artificial intelligence and
machine learning for autonomous vehicles without the need for
highly detailed prior 3D maps
Zeetta Networks: NetOS an open platform for software defined
networks
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Map of some of the Universities for wireless technology
University of Cambridge
University of Bristol
University of Surrey,
Guildford
London
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Universities 1
University of Cambridge
Computer Science Lab and Engineering Department have many spin-
off companies and provide talent for companies
University of Bristol
Processor design, GPUs (Graphical Processing Units), Multicore
programming
University of Surrey, Guildford
5G Research Centre Supported by: Samsung, Telefonica O2,
Vodafone, Huawei, Fujitsu and others
Centre for Vision Speech and Signal Processing
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Guildford companies
Lime Microsystems: Field programmable RF transceivers
(Software Defined Radio)
Quortus: Virtualized core for mobile networks
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Map of some of the Universities for wireless technology
Imperial College London
University of Cambridge
University of Bristol
University of Southampton
University of
Strathclyde,
Glasgow
University of Surrey,
Guildford
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Universities 2
Imperial College, University of London
Biomedical Engineering, Body Area Networks, Wearable healthcare
devices, spin-off company Toumaz Technology
University of Strathclyde, Glasgow
Future Cities Institute, £24 M demonstrator integrating multiple
systems across the city of Glasgow
University of Southampton
Semantic Web, Web Science Institute, The Open Data Institute, Prof
Sir Tim Berners-Lee (inventor of http and html)
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Competition open to organizations registered in the UK
5G Testbed & Trials Programme
Testbeds for:
Manufacturing
Robotics
5G Equipment
Entertainment Venue
Smart City
Transport
Autonomous vehicles
Health and Social Care
Universities:
Innovation Centres:
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Phase 1 funding £ 25 million
5G Testbed & Trials and Full-Fibre Networks
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Overview
• Sensors
• IoT Wireless Network Technologies
LoRa, NB-IoT, Telensa, Wireless technology clusters
• Data Analytics and Artificial Intelligence
• Applications
Smart Cities, Industrial Digitalization, Automotive
• IoT Security
• Innovating in the UK
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New £42m Institute for Data Science: dedicated to British computer pioneer and code-breaker Alan Turing
New ways of collecting, organising
and analysing large sets of data
Working with UK universities:
Cambridge, Edinburgh, UCL
Oxford, Warwick
Strategic partnerships: Intel, Lloyd’s
Register, GCHQ, HSBC & other
corporates.
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Deepmind: deep neural networks and reinforcement learning. builds
general-purpose algorithms for use in simulations, e-commerce
applications, and games. Acquired by Google in 2014
Won in five match game of Go against the current world champion.
Dark Blue Labs: Deep learning and language translation, dialogue,
summarization, sentiment analysis, semantic parsing, question answering
and, and mapping language to action. Spun-out of Oxford University.
Acquired by Google in 2015
Vision Factory: Deep convolutional neural networks for image recognition.
Spun-out of Oxford University. Acquired by Google in 2015
Examples of UK Artificial Intelligence
companies that have been acquired 1
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Evi, natural language understanding, knowledge base and
semantic search for digital personal assistant. Acquired by
Amazon in 2013
VocalIQ, voice recognition for devices and apps. Acquired by
Apple in 2015.
Swiftkey, predictive text recognition for mobile phones. Acquired
by Microsoft in 2016
Magic Pony, video upscaling, compression and enhancement.
Acquired by Twitter in 2016.
Examples of UK Artificial Intelligence
companies that have been acquired 2
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Oxbotica: spun-out of Oxford University. Autonomous vehicle imaging
processing and software.
FiveAI: Bristol and Cambridge (team from Icera and Neul). Autonomous
vehicle imaging processing and software.
Cortexica: visual search and image recognition technology for the retail
fashion industry
Blippar: consumer-brand interaction on mobile by image recognition and
augmented reality (AR).
Speechmatics: spun-out of Cambridge University. Deep recurrent neural
networks for automatic speech recognition. Converts audio to text.
Artificial Intelligence companies - 1
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AR: Zappar
On-line/virtual shopping: Metail
Robotics in Agriculture: Dogtooth Technologies
Invrea: Decision Support
Light Blue Labs: AI Safety for Self Driving Cars
Artificial Intelligence companies - 2
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Survey of the UK AI Landscape
( early stage companies )
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Fresh Start Ups, Clear Growth Routes
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Overview
• Sensors
• IoT Wireless Network Technologies
LoRa, NB-IoT, Telensa, Wireless technology clusters
• Data Analytics and Artificial Intelligence
• Applications
Smart Cities, Industrial Digitalization, Automotive
• IoT Security
• Innovating in the UK
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Smart City Projects
London
Cambridge
Bristol
Birmingham
Leeds Manchester
Glasgow
Greenwich
Falkirk Newcastle upon Tyne
Milton Keynes
Ipswich
Reading Slough
Liverpool
Peterborough
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Falkirk
Milton Keynes
Peterborough
Slough
Liverpool
Liverpool
Ipswich
Birmingham
Silvertown, East
London
Smart City spending plans, March 2016
£1.5 billion
£10 million
£9.5 million
£5 million
£7 million
£1 million
£5.2 million
£30 million
£10 million
IoT, environment sensing, energy, logistics
Data hub for transport
Virtual modelling, sensors
Monitor diabetes patients
Sensing of transport and environment
Support patients with dementia
Sensing of transport by mobile phone
Business campus, IoT, healthcare, transport
Smart homes/buildings: transport, energy,
waste management
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Manchester
West London
Bristol
Newcastle
Cambridge
Reading
Mobility Fund
(across the UK)
Community Action
Platform for
Energy
Smart City spending plans, March 2016
£10 million
£700 million
£15 million
£200 million
£8.15 million
£14 million
£13 million
£ 100 million
IoT sensor network
Smart homes, transport, energy, waste
VR/AR models: traffic, air quality, energy
Smart building/homes
Sensor network, transport, environment
IoT, transport, assisted living, energy
Venture Capital fund investing in smart
transport projects across the UK
Community energy projects. Developed in
Milton Keynes then spread across the
UK.
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Smart City Projects
London Bristol
1:30 by train from London
Birmingham
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Bristol Is Open
• 1,500 lamppost IoT mesh
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Bristol Is Open
• 1,000 Gigabytes per second core network
• 1,500 lamppost IoT mesh
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Open data platform
Software defined network
City operating system
City networks
Multiple sensors, platforms
and hardware
Bristol Is Open
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Bristol Is Open
Driverless cars
Road traffic
management
Assisted living
Emergency healthcare
Creative & cultural
content
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£ 15 million public research funds from central and local government
Bristol Is Open
Companies:
Universities:
Innovation Centres:
Open Data Institute
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66 Presentation title - edit in the Master slide
MANAGE
Product evolution demands connected sensing
The value of sensor and imaging systems is in transforming raw data into meaningful information
This enables businesses to:
Applications/ Software
Devices/ Hardware
Analysis & Post Processing
Data Repository
Communications & Networking
Sensor Element
POWER CONTROL
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67 Presentation title - edit in the Master slide
Emerging IoT/LPWAN Applications
Wider
Applications
for IoT
Farming
Asset
Tracking
Remote
Health
CBM –
Equipment
Monitoring
SHM -Structural
Monitoring BMS & HVAC
Space utilisation
Structural fatigue
Livestock health
Irrigation and soil condition
Equipment location and status
Maintenance planning
Location monitoring
Theft detection
Failure prediction & prevention
Asset location
Route optimisation
Cargo conditions
Health monitoring
Independent living
Fall prediction and prevention
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Example: Building Monitoring - Social Housing
Remote Building
Monitoring
£2 per month per property
50% saving in long
term costs due to
preventative
maintenance
Technology
identifies:
Damp and
humidity issues
Air quality issues
Failing heating
systems
Can be applied to:
Cannabis farm detection
Fuel poverty identification
Vulnerable person
problems
Energy reduction
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Example:
Commercial building monitoring
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Overview
• Sensors
• IoT Wireless Network Technologies
LoRa, NB-IoT, Telensa, Wireless technology clusters
• Data Analytics and Artificial Intelligence
• Applications
Smart Cities, Industrial Digitalization, Automotive
• IoT Security
• Innovating in the UK
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Applications – Industrial Digitalization
UK Government Industrial Digitalization Review,
November 2017
Focussed on five Industrial Digitalization Technologies:
• Artificial intelligence, machine learning and data analytics,
• Additive manufacturing,
• Robotics and automation,
• Virtual reality and augmented reality,
• The Industrial Internet of Things (IIoT) and connectivity (5G,
LPWAN, etc.)
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72 Presentation title - edit in the Master slide
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73 Presentation title - edit in the Master slide D o w n t i m e i s e x p e n s i v e
$2.5m The cost per hour of
downtime in automotive
manufacturing
300% The amount by which
Total Downtime Cost
is usually
underestimated
90% Amount of maintenance work
categorised as ‘crisis work’
to fix breakdowns
24% Percent of total
manufacturing cost
attributed to
downtime
problem: downtime
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74 Presentation title - edit in the Master slide
Scalable
Predic t ive Maintenance
R e d u c e u n p l a n n e d d o w n t i m e a n d
m a x i m i z e O E E w i t h S e n s e y e , t h e
u l t i m a t e c l o u d - b a s e d p r e d i c t i v e
m a i n t e n a n c e a p p l i c a t i o n
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75 Presentation title - edit in the Master slide
technology: convergence
Condition monitoring
Prognostics
Machine learning / AI
Industry 4.0 / Industrial
IoT
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76 Presentation title - edit in the Master slide
Any &
many Any connected machine
is supported, big or
small, from 10 to 10,000
Scale effortlessly
Remaining
Useful Life Understand for how long your
machinery is likely to perform
Improved predictive maintenance
planning
Web based Nothing to install or
maintain, powered by the
cloud and accessible on all
devices.
No infrastructure to
support
“Motor has
a 70% risk
of failing
within two
weeks”
Condition
Monitoring Automated condition monitoring
insights, only relevant information
is highlighted.
Takes the pain out of asset
management
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D I A G N O S T I C S &
C O N D I T I O N
M O N I TO R I N G
P R O G N O S T I C S
it’s: automated
AUTO
OPTIMISATION
AUTO TRAINING
AUTOMATED
THRESHOLDING
ANOMALY
DETECTION
AUTO
CONDITION
EXTRACTION
STATE AND
USAGE
DETECTION
REMAINING
USEFUL LIFE
DEGRADATION
FORECASTING
PROBABILITY OF
RISK
FORECASING
“When will my
machine fail?” “How is my machinery behaving
right now?”
A s s e t
H e a l t h
PRIORITISATION
CRITICALITY
ANALYSIS
HEALTH
ASSESSMENT
“Which machines
should be prioritised for
maintenance?”
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S e n s e y e h e l p s y o u t o a v o i d d o w n t i m e a n d s a v e m o n e y
key: differentiators
Cloud
based
product
Get started
right away!
Prognostics
The only product to
give Remaining
Useful Life
Scalable
From tens to
thousands of
machines
Easy to
use
No
technical
knowledge
necessary
Know-
how
Embedded
mechanical
knowledge
Zero-
touch
No
configuratio
n needed!
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Automotive
OEM
CASE STUDY
C H A L L E N G E
A major automotive OEM was
embarking on a Condition
Based Maintenance
programme to help to avoid
downtime on the production
line, reducing it by up to 50%.
They were attracted to
Senseye by their strong
prognostics offering
underpinned by machine
learning.
R E S U LT S
Senseye works with the OEM by integrating data taken
from the factory floor. Identifying anomalies and trends
used to forecast machine failure and predict Remaining
Useful Life, automatically.
• Increased value proposition of their condition
monitoring project by introducing prognostic
capabilities
• Project expanded to cover the whole factory
• On target to achieve 50% downtime reduction
• Over £1m of unplanned downtime saved in first six
months
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YEAR 2
Traditional predictive maintenance project:
YEAR 1
Requirements
capture
SW implementation
starts
SW Commissioning System
validation
Change
requests
Benefit?
SW costs alone > £500k + dedicated experts to use it
YEAR 1
Connect to data Information in 14 days
why: Senseye
No customization needed
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Overview
• Sensors
• IoT Wireless Network Technologies
LoRa, NB-IoT, Telensa, Wireless technology clusters
• Data Analytics and Artificial Intelligence
• Applications
Smart Cities, Industrial Digitalization, Automotive
• IoT Security
• Innovating in the UK
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85
Overview
• Sensors
• IoT Wireless Network Technologies
LoRa, NB-IoT, Telensa, Wireless technology clusters
• Data Analytics and Artificial Intelligence
• Applications
Smart Cities, Industrial Digitalization, Automotive
• IoT Security
• Innovating in the UK
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IoT Security - PETRAS
A consortium of nine universities researching
issues around
• Privacy,
• Ethics
• Trust
• Reliability,
• Acceptance and
• Security
Living in the Internet of Things:
Cybersecurity of the IoT
A PETRAS, IoTUK & IET Event
28 - 29 March 2018. London
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IoT Security – IoT Security Founbdation
Build Secure Ensure security capabilities are provisioned at the design stage
Buy Secure Specify/ask for security requirements before purchase
Be Secure Stay secure, maintain security hygiene
IoT Security Foundation delivers through a programme of awareness,
education and best practice
Working Groups:
• Self-Certification/Requirements,
• Best Practice Guidance,
• Compliance and Test
• Vulnerability Disclosure,
• IoT Landscape,
• Smart Buildings
• Trustmark
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IoT - ARM
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Overview
• Sensors
• IoT Wireless Network Technologies
LoRa, NB-IoT, Telensa, Wireless technology clusters
• Data Analytics and Artificial Intelligence
• Applications
Smart Cities, Industrial Digitalization, Automotive
• IoT Security
• Innovating in the UK
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90
As a fully integrated advisory service we will
support any aspect of plans to expand in the UK
▪ Dedicated, professional assistance on
locating and expanding your business in the UK
▪ We are a FREE & CONFIDENTIAL service to
support your UK expansion and growth to be as
efficient as possible, helping you with:
– Links with centres of excellence (e.g.
universities);
– Information on tax, regulatory and business
planning issues;
– Information on financial incentives;
– Information on staff recruitment, retention and
training programmes;
– Assistance with immigration issues
Site and property search
Visiting the UK
Building key contacts
Aftercare
Maximising your global potential
DIT – Introduction to our services
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There are many reasons for which UK is the
top investment destination
Vast market opportunity
Favourable business environment
High quality of life
Easy access to talent
Attractive tax regime
• 6th largest economy in the world
• Excellent international accessibility
• Robust infrastructure
• Enterprise zones
• Ease of set-up and operation
– Language
– Stable business environment & efficient legal system
• High standard of living, appreciated by relocating international executives
• Rich cultural heritage easily accessible language-wise
• 4 of the world’s top ten universities
• Strong research base
• Educated & flexible workforce
• Reduction of corporation tax to 17% by 2020
• Most competitive tax regime in G20
• R&D tax credits, Patent Box
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Access to Talent from Top Universities
Shanghai Global
Ranking 2017 University Country
3 University of Cambridge UK
7 University of Oxford UK
16 University College London UK
19 ETH-Zurich Switzerland
27 Imperial College London UK
30 University of Copenhagen Denmark
32 University of Edinburgh UK
38 University of Manchester UK
The UK is home to 6 of the top 8 universities in Europe
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The UK has an outstanding and highly
productive research base
Less than 1% of global population:
Excellence
4 of top 10 universities
16 % most cited articles
12 % citations
6 % of research papers
4 % researchers
3 % R&D spending
Innovation
Top G20 country in the
Global Innovation Index
(WIPO 2013)
11% patents cite UK
research
2.4% global patents
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• Responsible for investing over £560m pa in innovation
• Helps businesses develop new ideas and technologies
• Supports all types of business – pre-starts, start-ups, small and
medium enterprises up to major corporations
• Awards c70% of its funding to support SMEs
• Encourages and supports networking and knowledge exchange
• Manages and oversees the network of Catapults
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95 Presentation title - edit in the Master slide
National Centre to rapidly advance UK’s best digital ideas to market
Data, metadata & data value chain
Pit-stop events - test new tech ideas
Data Catalyser - Secure environment
for companies & data innovators to
work together
Located in London and also in
Brighton, Bradford & Sunderland
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Catapult Centres
Source: Innovate UK 9
6
• Part of a world-leading network of
technology and innovation centres
• Bridge the gap between
businesses, academia, research
and government
• A long-term investment to
transform the UK’s ability to create
new products and services
• Open up global opportunities for
the UK and generate sustained
economic growth for the future
• Established and overseen by
Innovate UK
11
Catapults
>£1.6bn Private & public sector
investment
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Transport Systems Innovation Centre
Using new and emerging technologies to transport people and goods more smartly and efficiently
Intelligent Mobility
Test bed for the transportation
industry
Automated transport systems,
modelling & visualisation,
customer experience and
information exchange
Milton Keynes
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98 Presentation title - edit in the Master slide
Businesses + universities + cities
solve city problems, now & future
Urban Innovation Centre (London)
Good relationship with city councils to
evaluate IoT & data analytics projects
MK:Smart (Milton Keynes)
Accelerate urban ideas to market, to grow the economy and make cities better
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99 Presentation title - edit in the Master slide
Focus on programmes relating to
Power Electronics;
RF & Microwave;
and Photonics
The CSA Catapult aims to bridge the gap between companies developing novel semiconductor materials, topologies and devices, and those developing systems for end-user applications
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Thank you for your time
Please ask your questions later
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For more information
Sophia Sheu, Head of Investment, Taiwan
Department for International Trade, Taipei
Juliet Su, Senior Investment Officer, Taiwan
Department for International Trade, Taipei
Phillip White, Sector Specialist
Department for International Trade, London
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