IoT Scotland 2018

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Steven Revill
Urban Tide
@UrbanTide
#iotscot

UrbanTide
Making Data Smart - to build smart communities
Steven Revill, CEO
Applying IoT Technologies for Smarter
Cities and Communities
IoT Scotland 2018 – 30 May 2018
UrbanTide presents
Steven Revill: Co founder & CEO | Steven.Revill@UrbanTide.com | 07921 912 422 |
www.urbantide.com

SRSRIoT and Smart Cities and Communities
LINKS
FAHREN

Global
Smart Data Experts in
multiple geographies
Experience
Delivered core parts of
£24M Demonstrator
Software
Built for Real-Time data
to make smarter places

The future of IoT: AI helps
run our cities & communities
AI applications
require a rich
supply of big
and real-time
data
But this data is
locked in silos,
rarely reused
beyond its original
purpose

Hangzhou
Smart City
City Brain
Project
AI to control
urban life

SRSRScottish Government Smart Cities Maturity Model
“The Smart City can be
defined as the
integration of data and
digital technologies into
a strategic approach to
sustainability, citizen
well-being and
economic
development”. (2015)

Insight
Generate to improve
services in real-time
and non real-time
IoT devices
Connected lights,
streets, collect data
Public Sector
Has a real & important
role to play

How can IoT create smarter cities and communities?
More collection
any data from
any source in
real-time
Better
collaboration
with
partners.
Share data
ideas and
needs
Create new value with analytics,
visualisation & Artificial Intelligence

UrbanTide
Better Data Collection

SRSRAverage cost of IoT devices (2004 – 2020)
Average
cost
(USD)
https://www.statista.com/statistic
s/682846/vr-tethered-hmd-
average-selling-price/

SRSRData Storage (2005 – 2017)
Storage
Costs
(USD)
https://www.computerworld.com/article/318
2207/data-storage/cw50-data-storage-goes-
from-1m-to-2-cents-per-gigabyte.html

SRSRInternet Speed (1985 – 2016)
Internet
Speed
(bits)
http://barvennon.com/ozdiary/ozdiary12062.
html

UrbanTide
Creating new value

UrbanTide
Analytics Growth
o Big data market 42 Bn USD
2018
o IDC say big data analytics to
increase from €132bn (2016)
to over €200bn this year

UrbanTide
Artificial Analytics
Potential
o 80k new jobs annually
o £232Bn annual market
in UK by 2020

UrbanTide
Better Collaboration

SRSRSmartphone growth
In 2018, 66% of individuals in 52 key countries will
own a smartphone.
Up from 58% in 2016 & 63% in 2017
Smartphone use will account for 73% of internet
consumption in 2018

SRSRScotland’s 8th City - the smart city (2017 - 2019)
Data Cluster
Aberdeen
Dundee
Glasgow
Inverness
Perth
Stirling
+
Edinburgh (as ‘Observer’
City)
Smart Infrastructure
(ISL)
Aberdeen (DDD)
Aberdeen (ISL)
Glasgow
Perth
Stirling
(Water Management)
Glasgow
(Innovation Labs)
Perth
Smart Communities
Glasgow
Smart Services –
Public Safety
Dundee (Op’s Centre)
Perth (Op’s Centre)
Smart Services –
Energy
Stirling
Aberdeen
Smart Services -
Mobility
Aberdeen
Dundee
Inverness
Stirling
Smart Services – Waste
Dundee
Edinburgh
Glasgow
Perth
Stirling

80M data NOW
=> will reach
700M+
AI to identify
& prevent
fuel poverty 600% return
on asset
(Housing
provider)
Enables
University &
SME innovation

“USMART enables us to
understand our data better.
And analyse it to create
shareable & interactive
visualisations that deliver key
insight”
Kieran Daly,
Monitoring and Strategy Manager
● Open up Cycling Scotland’s IoT cycling
counter data
● Analyse this and link with weather data
USMART making Smart Mobility Data

UrbanTide
Barriers

SRSRBarriers – Business model
Cities Communities
Internet Speed Faster Slower
Global Connectivity Higher penetration
rates
Lower penetration rates
Customers/ Users More Less
Insight/ Analytics More data points so
better answers
Less data points so not as
accurate

Motivation
Lacked authentication
and encryption
Secure?
Is city operation
systems secure
Improve
Founded securing smart
cities initiative

UrbanTide
Solutions

● Over 9,600 developers have registered
for Open Data
● Consists of around 30 feeds and APIs
focused on enabling provision of high-
quality travel applications, tools and
services
● Developers have created over 460+
applications, reaching millions of active
users
● Over 50% of people in London use
one of the applications
Better open IoT data - TfL

● Up to 90% of people use Google
Traffic, Waze, etc at some point
● Reroute in real-time but a lot of users
can make things worse
● Traffic build up at motorway exits
creation more congestion
● Back streets are more congested
● Transport planners work is being
superseded this could lead to
increased accident numbers
Better collaboration

SRSRSmart Cities and Communities Maturity Model

Platform to make smart data
Collect
any data from
any source in
real-time
Collaborate &
securely share
insight & data
across your
organisations
Create value with automatic data
pipelines with analytics, visualisation &
AI ready

UrbanTide
Making Smart Data
UrbanTide presents
Steven Revill: Co founder & CEO | Steven.Revill@UrbanTide.com | 07921 912 422 |
www.urbantide.com

Sharon Moore
IBM & CENSIS
@samoore
#iotscot

Exploring the use of IOT in Travel
& Transportation
—
Sharon Moore
UKI Tech Leader for T&T

Travel organisations are not having
an easy time
Globalization of
low-cost providers
Low-cost airlines accounted for
28% of all air passenger traffic in
2016, exceeding a billion
passengers for the first time7
Travel safety and
security disruptions
45% of outbound travelers are
worried about terror threats and
nearly two-thirds say they will
switch to a destination they
perceive as safe8
Experience-driven
travel
TripAdvisor’s non-hotel segment –
vacation rentals, restaurants and
attractions – grew 35% in the third
quarter of 2016 to $101M9
Substitution
Between 2017 and 2021 shipments
of VR devices are expected to grow
by over 400%, with some of them
finding their way into the hands of
travelers10
Multi-modal travel
enablement
In July 2017, Waynaut
and Octraves Technology
announced a partnership to launch
multimodal search
and booking11
Legacy disruption
under threat
Winding Tree is building a
public blockchain for the travel
industry; it would make no
profit on transactions and
distribution on its platform12
44
IBM Industry Academy
IBM Institute for Business Value
IBM Research

Retail pressure and higher customer expectations put transportation
in focus
Satisfaction and willingness to pay premiums is depressingly low
Below average industry performers face bankruptcy
Innovation requires capital,
which depends on sustained
profitability
Industry shocks are always a
very real possibility
History has rewarded the fiscal
prudence in the travel industry
Transport brands are built
(and destroyed) on security
The physical safety and
security of shipments is critical
to brand strength in the
transportation industry
Demanding customers want to be
delighted
Digital and physical threats in
transportation are not going
away anytime soon
Rigorous focus on cost containme
and reduction
The highest levels of physical
and digital security

46Group Name / DOC ID / Month XX, 2017 / © 2017 IBM Corporation
Video shown at event can be found at
https://www.youtube.com/watch?v=25ec2HP45dI

IOT is being used by hotels to track energy and water consumption,
and as an in-room concierge using AI

Collaboration at Port of
Rotterdam
Pre-approved for external use
2017

“…shipping companies and
the port stand to save up to
one hour in berthing time
which can amount to about
$80,000 US dollars in savings.”
https://www.portofrotterdam.com/en/news-and-press-releases/port-of-rotterdam-
teams-with-ibm-internet-of-things-to-digitize-operations

Working in partnership

Insurance,
bicycles and
blockchain

Asset management and
maintenance in travel and
transportation is a complex
ecosystem
52

How Boeing will improve operations
https://myibm.ibm.com/events/interconnect/all-sessions/session/2227A

It’s all about the ecosystem
Transformed Travel
Experience
Connected Trains
Connected Track &
Infrastructure

And what about the data?

Thank you
@samoore
sharon.moore@uk.ibm.com

Sam Orton
Yotta
@Yotta_Ltd
#iotscot

The Technology Behind Connected Assets

Motorway Traffic
10%
UK TRENDS
2006 20162011
Extreme Weather
400%
Population
8%

SENSOR
NETWORK
MANAGEMENT
APPLICATION
ASSET

IOT ARCHITECTURE LAYERS

MANAGEMENT
APIAPI

SENSOR
APPLICATION

API
Microservice
μ

SENSOR
APPLICATION
API


APIAPI

μ

SENSOR
APPLICATION
μ
μAPI
API
MESH

API
MESH
μ

μ
μAPI
API
API

VISUALISATION

API
MESH
μ

μ
μAPI
API
API

WORKFLOW


API
μ

μ
μ
WORKFLOW

Reactive Proactive
Historical
Data

Asset Deterioration Models
Time
Years
Parameter
Service Level
40200

REFUSE
STRUCTURES
ARBOREAL
STREET LIGHTING
HIGHWAYS
DRAINAGE

μ
Connected
Infrastructure
Assets

Mark Begbie
CENSIS
@CENSIS121
#iotscot

The Shape of the Future
When everything is connected

What you’ll hear
The Techy Bit
What’s new and different?
The Business Bit
How do we get value from it?
The Scotland Bit
How do WE make the MOST of it?

Why Do ”LP” and “WA” Matter?

Disruption : Enablers
Data rate (Mbps)0.01 100
RFID
NFC
Bluetooth
ZigBee
WiFi
GSM – LTE
Cellular
2G, 3G. 4G
IoT
LPWAN
Satellite
LAN
WAN
Cat-M1

Disruption : Drivers
https://www.mobileworldlive.com/featured-content/home-banner/vodafone-pushes-low-power-iot-rollouts/
Traditionally 12% - 13% margin
LPWA will see 6% - 7% margin
“… we have to look at how we supplement
the value we bring by providing
higher-value services beyond connectivity …”

PWP Methodology for IoT
STAGE 6 – Innovating
STAGE 5 – Built & Operated
STAGE 4 – Procured
STAGE 3 – Resourced & Viable
STAGE 2 – Designed For Use
STAGE 1 – The Strategic Base
New value streams
Delivering core RoI
Managing cost / risk
Infrastruct. & skills
Ensuring delivery
Core RoI
©Steve Hunt – assoc. digital director, SFT

Servitisation
Source: PWC Industry 4.0 Building The Digital Enterprise

Product with SLA - Servitisation
$
$

Connectivity and Service Optimisation
$
$

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

Scot. Gov. supports ‘outside-in’

ORKNEY
GLASGOW
Commercial is Coming…
PAISLEY
INVERNESS
ABERDEEN
DUNDEE

Trickle-Down Agronomics
http://smartvineyard.com/ https://www.myomegasys.com/index.php/iot-solutions/tracovino-vineyardhttp://www.vinduino.com/

Weather & conditions in key
habitats: localised predictor of
liver fluke, tick, blowfly risk
Alerts to low levels in
fuel/water storage tanks
Livestock tracking: alerts to
developing ill health
Water depth/flow: alerts of flooding
risk further downstream
Scotland, not California
(or East Anglia!)

Sheep tracking:
Data for one collared ewe in
different fields over several days
SRUC’s Kirkton
Farm at
Crianlarich
Topographically challenging terrain
Courtesy of Hoofprints Technologies and SRUC www.hoofprints.xyz www.sruc.ac.uk
Animal Location Monitoring

SmartRural – An Introduction
• Trusted / Supported Models
• User-owned Co-Operative
• cf SAOS, Machinery Rings, ScotEID etc.
• Taking the benefits to the points of need &
demand, defined by the users / owners
• Delivering Outside-In Principle
• from “A Digital Strategy for Scotland 2017”
• Continuous community/ stakeholder
engagement to generate use cases.
• Currently building LoRaWAN
• full support for IoT field trials
• Provides rural telecom infrastructure
• for use by any service provider.

SmartRural’s Business Model
• Bottom-up & Outside-in
• Land owners and workers need to be the ones “demanding” the technology.
• Broadband doesn’t reach the fields, hillsides and glens where GVA is
generated – LPWAN does.
• LPWAN is not like Mobile Networks or Broadband.
• Mobile and Broadband
• create ever more band width and someone will want to fill it and users will
pay for the pleasure.
• LPWAN/IoT is different.
• Value not in owning or running the network
• It is in the data and applications & services provided at the back end.
• To generate use cases the affected communities need to be engaged,
educated and enthused about the technology as well as being asked what
“bugs their happiness”!

Did you hear…
The Techy Bit
What’s new and different?
The Business Bit
How do we get value from it?
The Scotland Bit
How do WE make the MOST of it?

Dr Munir Chowdhury
Stanley Black & Decker
@Digital_MW
#iotscot

Dr Munir Chowdhury
Delivering Successful IoT
Transformation
IoT Architect
IoT Scotland 2018

IOT SCOTLAND 2018 124
Digital transformation is impossible without IoT
”-- Vodafone 2017
74%
“
Companies are successful with their IoT Initiatives
“
Cisco 2017 --
”
26%

2015
Infuse Digital Into Our DNA
125IOT SCOTLAND 2018

IoT is Thriving at Stanley Black & Decker
126
Improve Franchisee
Recruitment ProductivityOil & Gas
Data Logging
Stanley
IOT Platform
The World’s
first
Wi–Fi Based Active
RFID Tag
Stanley
IoT
Gateway
Expanded
Monitoring
IOT SCOTLAND 2018

IOT SOTLAND 2018 127
Executive
sponsorship isn’t
enough
Make IoT investment
a priority
Think big, Start small,
Learn fast
Make data central to
IoT transformation
Strategy
Time frames greater
than 10 years may be
needed in a digital
environment
Deloitte

128
Culture
• Create a culture of
innovation
• Top-down approach to IoT
isn’t very effective
• Collaborate internally and
externally
IOT SCOTLAND 2018
If you do not change,
you can become
extinct.
Spencer Johnson, Author
• Customers care who you
are, not what you can do
• Organisational structure
and decision making
• White elephant
Opportunity
Challenge

Build internal
foundations
Leverage
opportunity to
partner externally
Hire an IoT
Architect
Keep Org chart
fluid
Build Centres of
Excellence
Expertise
The human dimension
of ‘digital’ is at least
as challenging as the
technological one
Capgemini

Build Enterprise Platform
Create Ecosystem of
Partners
Focus on Value Added It’s All About the Data
Cross Collaborate Operationalise IoT Customer Experience
Technology
No single vendor is
able to offer an
enterprise a complete
IoT solution
Deutsche Telekom

IoT Enterprise Platform Evolution
• Performance
Monitoring
• Dashboards
Connected
• Maintenance
• Actuators
Remote
Management • Local processing
• Automation
Smart Systems
• Workflow
integration
• Real time Integration
• Platform Integration
Integrated
Enterprise IoT

Focus on the Differentiated Offering
LoRA WiFi
LTE-M SigFox
BLE
Devices
Gateways Ethernet
GPS
Firmware
Sensors
CAN
OTA/FOTA
MQTT
CoAP
Edge Compute
LWM2M
Device ManagementREST API
JSON
VisualizationAPI
Digital Twin
Storage
TLS Device Identity
Transformation Integration
Network
& Access
Management
& Integration
Application Enablement
& Security
Predictive Analytics
AI for IoT
IoT Use Cases
User Experiences
Non-Differentiating
IoT Offering
Unique & High Value
Competitive Advantage

The Importance of New Business Models
Every industry is built around long-standing, often implicit, beliefs about how to make money… they
are often considered inviolable—until someone comes along to violate them
- McKinsey Quarterly, July 2015
if you don't figure out
how to change your
whole business to adapt
and implement cloud
/ mobile and IoT etc. you
will face extinction
John Chambers, Executive Chairman, Cisco Systems

Data is the Foundation for Future Growth

Key Takeaways
1. Create and IoT Strategy
2. CEO & CFOs be Prepared for a Long Journey
3. Think Big, Start Small, Learn Fast
4. Build an Ecosystem
5. Disrupt or be Disrupted
135

David Cuckow
British Standards Institute
@DavidCuckow
#iotscot

31/05/2018
Copyright © 2017 BSI. All rights reserved 137
“Reality eats innovation for lunch”
David Cuckow
Global Head of Engagement – Internet of Things (IoT)

31/05/2018
Copyright © 20178BSI. All rights reserved 138
Value
Speed and Scale of Adoption
BSI is creating a trusted framework to shape, share,
embed and support innovation, and the safe and reliable
use of IoT.
Internet of Things: accelerate the market
Challenges:
• Moving from innovation to global
scale
• Silos (organisations and systems)
make it hard to connect the dots
across programmes to release
value
• Buyers not sufficiently engaged
• Trust and security concerns
• Complex standards and security
landscape – with lots of gaps

31/05/2018
Internet of Things: Building Trust
Accelerating the Internet of Things
Understand the
Challenge
Enable the
Technology
Empower the
Industries
Build the
Communities
ScaleUp
Velocity
Enablers:
• Bring together cross sector
buyers and sellers
• Tackle all inclusive cross-sector
challenges including security,
interop, privacy and ownership
• Drive challenge-led initiatives
to deliver ROI
• Create and promote best
practice and standards led
• Build trust, improve
interoperability

Formal IoT standards – by vertical and horizontal
31/05/2018

Standards are becoming “smarter”
31/05/2018
New tools and agile best practice
creation processes needed to engage
and support a new and highly disruptive
digital savvy development community
Keeping pace with technology and business model disruption
.
“We will encourage and facilitate the creation of new standards earlier in the development of
new technologies and the area of new technology disruption.”
BSI and Innovate UK Partnership Agreement

Way forward – value and scale
08/12/2015
Ideas
Early stage
collaboration
Innovation
and R&D
Connect,
scale, apply
Idea generation
inside and beyond
community
Cross-industry
collaboration in
community to refine/
test ideas and
identify private
sector funding
Community
support/facilitation
for individual
projects
Connect innovations
and audiences across
thematic areas to
drive best practice,
wider adoption and
value
Driving value from ideas to adoption through sustained collaboration around thematic
areas – initial focus on cities, built environment and interoperability.
Blueprints Best Practice Standards

31/05/2018
Global Community: BE and Smart Cities
“the condition of sharing or having certain attitudes and
interests in common.”
• Accelerating adoption
• Connect digital and physical
industries
• Capturing global insight
• Consensus at scale
• Creating exciting opportunities
• Trust and confidence
Global FTSE 500+
Start-ups and micro
Digital innovator
Cross Sector

Building the IoT Community
31/05/2018
• Engage key industry stakeholders
• Develop relationships between decision
makers
• Build tribes with leaders and contributors
• Engage experts, build knowledge
• Establish clarity on positive outcomes
• Relevance - content, content, content
• Accessibility - the right tools
Buyers
UsersSuppliers
Outcomes
Policy Regulation
Value Chains
Economic
Ecosystems

Community Launch
31/05/2018
Continued Engagement
Build Foundations
Empowering
Industries
Enduring Trust

31/05/2018
.
“We will encourage and facilitate the creation of new standards earlier in the development of
new technologies and the area of new technology disruption.”
BSI and Innovate UK Partnership Agreement

Themes & Challenges
31/05/2018
City Services Utilities Built Digital
Public Safety Mobility
Connectivity
++
Security
Agriculture AgeingAutonomy
Products

Highly relevant to UK priorities
08/12/2015
Data to early diagnosis
& precision medicine
Healthy ageing
Next generation
services
Audience of the future Quantum technology
Transforming
construction
Transforming food
production
Energy revolution

31/05/2018

Importance of strategy for smart cities
“One Dollar spent on good planning can save thousands in poor
investment if you didn’t know what you were aiming to achieve at the
outset”
Malcolm Turnbull, Prime Minister of Australia
Smart City
Leadership
Programme (SCLP)
Smart City
Standards

BSI IoT Assurance
Capture Opportunity, Minimize Risk
Product assurance:
• Certification
• Verification
• Testing
• Devices, apps & cloud
Training
Consultancy/support

Follow and participate
31/05/2018
@hypercatiot
@BSI_UK
#IoTCommunity
#BSI_IoT
https://iot.bsigroup.com/

Blockchain IOT and Machine Learning in Oil and gas Europe
In and IoT Context Is it Possible to Build Digital Oil and Gas Capabilities
which Actually Require Less Work to Achieve Your Goal?

IOT in the home / hobbyist arena
• Very inexpensive
– Platforms
– Sensors
• Applications:
– Heating / ventilation
– Security
• £2
• £14

IOT in the home / hobbyist arena
• So how much to
instrument a heating
system?
• £132.29

Home heating
BoilerBoiler
Recycle
Valve
pump
Boiler
Central
Heating
Valve
Recycle
Valve
Radiators
t °
Room Thermostat
Radiator
thermostats
pump
Boiler
Hot water
Valve
Central
Heating
Valve
Recycle
Valve
Hot Water Tank
Radiators
t °
Water
thermostat
t °
Room Thermostat
Radiator
thermostats
pump
Sensor wiring
MQTT
HTTPSApps

What sort of things can that help with?
Boiler constantly
trying to heat
water
Turned up boiler
temperature, and
down tank
thermostat
Now hot water
loop switches off
when tank hot.

Why does that happen?
In order to be efficient,
return temperature must
be below 55 Deg C

Why does that happen?
Boiler temperature set to 55.
But tank will only switch off when above
60 to prevent legionella..

What else?
Hot water heating
Central heating
not on, but
central heating
delivery
temperature
slowly rising
When hot water
switches off,
temperature rises
significantly, leak..

Home Efficiency / Industrial Efficiency.
Is there any difference?
Lets take a look at the oil industry

What is the Size of the Oil and Gas Prize
• Machine Learning and IOT
technologies can contribute to:
– Production Efficiency Improvement
– Optimisation
• A 30% improvement is very possible
– The increase in production up to 2035
is 1.4 billion barrels of oil
– That’s $56.7 billion at $40 per barrel
(and that is just the North Sea..!)

What should we be Concentrating on?
Operating
Practices
55%Lack of or
inappropriate
Maintenance
15%
Chloride Stress
Corrosion Cracking
14%
Design
13%
Management of
Change
2%
Lack of Operating
Discipline
1%
Causes of lost Production excluding "one offs"
What we need to
concentrate on
What people
normally
concentrate on
Ref: document: OGU-CSS-ADL-OA-SY-0001
Can be
predicted
months in
advance
Can be detected
And potentially
resolved, minutes
in advance

IOT / Industry
IOT Industry
High
Compression,
fast retrieval,
huge storage
Storage and query
optimised in the
1980s (expensive
storage, and
minimal processing
power)
Storage and
query optimised
in the 201x’s
Cheap storage,
memory large
bandwidth
Low
bandwidth,
laggy
connections
common
Everyone has
at least 10Mb
Fault tolerant,
efficient
transfer, huge
bandwidth
Open
platforms,
innovator
friendly, vast
experience Dominated
by very few
large
companies
Many
communities
and
Opensource
Data
Comms
Market

Data Models
Tag Database
Tags
Tags
Tags
Data Model Vendor Model
Vendor Tool
Tag Mapping
Model Mapping

Evolution in industry
4-20mA
Sensors
Gauges DCS/
SCADA
Historians
Alarm/
event
stores
Data
Models
Semantic
web
Taxonomies
Config
assisted
Apps
Self-
Configuring
Apps
IOT???
50’s 80’s 90’s 00’s 10’s ??’s

The Industrial App Store
• http://appstore.intelligentplant.com
• Steve.Aitken@intelligentplant.com
Thank You!

IoT Technology in High Performance Sport
Dr Malcolm Fairweather, Head of Performance Solutions, sportscotland institute of sport
David Early Data Manager, sportscotland institute of sport
Lauren Forsyth, PhD Researcher, Strathclyde University
Sam McNeil, Big Data MSc Student, University of Stirling

INTRO: Creating an IoT framework
Share learning messages and experience
Multisensor landscape within high performance sport
e.g., brain, body, environment
Validity and Reliability: Robust data, Structure, Enquiry, Actions
Evidence based questions, decisions, interventions, feedback, reflection
Delimit and focus attention
Multivariate and big data
Collaborations

Sport and Exercise Biomechanics (BASES definition)
…the science of explaining how and why the human body moves in the way that it
does…… considers the interaction between the performer and his or her equipment and
environment
kinetics (the analysis of the forces acting on the body) and
kinematics (the analysis of the movements of the body)
Opportunity: Instantaneous data processing time
Applications: Real time biomechanics feedback in sport and rehabilitation

Hockey Skill: Qualitative Stick Figures

Biomechanics
Capture Processing Results
Days/Weeks later

FEEDBACK: REAL TIME
ACTION OPPORTUNITY: REAL TIME

Biomechanics
Data Processing Feedback
Real Time

https://www.youtube.com/watch?v=Embl8FXc
aqA&t=57s

Multiple System Communication
• Insert picture of trackman

Brain Wave Measures: Electroencephalography (EEG)
 Powerful neuroimaging tool with high temporal resolution
 Recorded via electrodes placed on the scalp

BRAIN: Mobile EEG Data in Golf Putting
Neuroscience and Biobehavioral Reviews 52 (2015) 117–130
Making the case for mobile cognition: EEG and sports performance
Joanne L. Park, Malcolm M. Fairweather, David I. Donaldson
preparing to putt during the putting action following the putting action

SENSOR OUTPUTS and FEEDBACK PRINCIPLES
Human response to multiple sources of information
Sensor to Human Feedback Pathway
Sensor to Sensor to Analytics
Interacting effectively with real time feedback
Performance (here and now), Retention (learning) and Transfer (adaptive)

Coupling Sensor Measures with Analytics Solutions

What’s happening in high performance sport?

Analytics in Action
• What has happened?
visualizations, collating data sources
• What could be happening?
what’s our goal, what affects that?
• What should we do?
decision making and
opportunities

Games Player Tracking: Typically Sensor to Human Feedback Pathway
Distance, Acceleration, Deceleration, Collisions, Tackles, Sprints, Minutes played
Real Time Swimming Tracking: Typically Sensor to Human Feedback Pathway
Kinematic and Force Measures

‘Easy Wins’
Do we need big data? Where and when is real time analysis appropriate?

Data Management
Creating sustainable and longitudinal IOT conditions
People, sensor measures, data analytics and data management processes

Existing Data Landscape
Structured
+Value
IOT?
Unstructured
-Value?

Data Management Conceptual Model
EDW
Data WarehouseOperational Systems UI/Reporting LayerData Marts
ETL
Health &
Wellbeing
Maximising
Performance
Metadata
BI Tools
Real-time
Reports
Dashboards
Adhoc
Queries

Data Landscape: Integrating Sensor Data
• IOT
• Risk of uncontrolled growth of unstructured data.
• Impact of sensor data explosion
• Volume + Variety + Velocity
• How do we manage this?
• Challenge: complexity and scale.
• Create the conditions for integration of IOT
into wider data management initiative.

Data Management Sustainable Conditions for IOT Integration
EDW
Data WarehouseOperational Systems & Sensor Tech UI/Reporting LayerData Marts
ETL
Health &
Wellbeing
Maximising
Performance
Metadata
BI Tools
Real-time
Reports
Dashboards
Adhoc
Queries
IOT
IOT
IOT
IOT
IOT

IoT Scotland 2018

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IoT Scotland 2018