Dr Nabil Abou-Rahme Global Practice Leader, Data Science 23 November 2017 Harnessing the power of big data to find creative solutions Smart Systems?
Dr Nabil Abou-RahmeGlobal Practice Leader, Data Science
23 November 2017
Harnessing the power of big data to findcreative solutions
Smart Systems?
22/11/2017 Mott MacDonald | Presentation 2
Harnessing the power of big data
1FutureIntelligence
.
2DigitalTransformation
.
3LearningFramework
.
4ValuingData
.
5ConvergingStreams
.
22/11/2017 Mott MacDonald | Presentation 3
Harnessing the power of big data
1FutureIntelligence
.
2DigitalTransformation
.
3LearningFramework
.
4ValuingData
.
5ConvergingStreams
.
Data as fuel for a circular economy
• Big data• Internet of things• Artificial intelligence• Blockchain• Quantum
22/11/2017 Mott MacDonald | Presentation 7
22/11/2017 Mott MacDonald | Presentation 9
Harnessing the power of big data
1FutureIntelligence
.
2DigitalTransformation
.
3LearningFramework
.
4ValuingData
.
5ConvergingStreams
.
Mott MacDonald’s Transformation
Be digital by default
GoDigital is aboutchanging mindsets andbehaviours – it’s aboutthe way we do things.
GoDigital is an integral partof our businesstransformation and enablesdelivery.
22/11/2017 Mott MacDonald | Presentation 10
Infrastructure Sector TransformationA call to action…
Leadership
Investment
Standards
Dialogue
Data
Infrastructure Sector Transformation
NIC IPA
ICG
P13 i3P
Treasury BEIS
DBBCLC
CD
CSIC UK BIMAllianceBSI
22/11/2017 Mott MacDonald | Presentation 12
ICG ‘Project 13’ – from Transaction to Enterprise
Simple collaboration Integratedfunctions andrelationships
High performingenterprise
22/11/2017 Mott MacDonald | Presentation 13
GovernanceOrganisationIntegration
Capable ownerDigital transformation
ICG ‘Project 13’ – Strategic Themes
22/11/2017 Mott MacDonald | Presentation 14
Technology
ICG ‘Project 13’ – Sector Wide Approach
Infrastructure
1 2 3 4 5 6 7 8 9 1 2 3 4
22/11/2017 Mott MacDonald | Presentation 15
22/11/2017 Mott MacDonald | Presentation 16
Harnessing the power of big data
1FutureIntelligence
.
2DigitalTransformation
.
3LearningFramework
.
4ValuingData
.
5ConvergingStreams
.
SCADA Customerbilling
GPS Ticketing/Counting survers
GIS CCTV
DataGenerated by assets,networks and people
Assets Customers Costs Datastorage
SCADA Customerbilling
GPS Ticketing/Counting survers
GIS CCTV
Data managementData is harvested,cleansed andstructured.
ImprovedintelligenceModelling Middleware Analytics
Assets Customers Costs Datastorage
SCADA Customerbilling
GPS Ticketing/Counting survers
GIS CCTV
Sense makingValue is added bymaking sense of thedata. Intelligencegained can be used tosee and understandwhat’s going on.
HUMAN
Rule-basedautomation
DecisionSupport tools
Improved decisions
ImprovedintelligenceModelling Middleware Analytics
SCADA Customerbilling
GPS Ticketing/Counting survers
GIS CCTV
Assets Customers Costs Datastorage
Decision makingBetter decisions, fasterand cheaper enableasset performance tobe optimised andefficiency maximised.
HUMAN
Rule-basedautomation
DecisionSupport tools
Improved decisions
ImprovedintelligenceModelling Middleware Analytics
SCADA Customerbilling
GPS Ticketing/Counting survers
GIS CCTV
Assets Customers Costs Datastorage
Communicationconnects the layers andprovides an interfacewith the outside world.
This includes machine-to-machine andmachine-to-humancommunications.
Small isolated data sets
Bespoke applications
Simple decision trees
HUMAN
Rule-basedautomation
DecisionSupport tools
Improved decisions
ImprovedintelligenceModelling Middleware Analytics
SCADA Customerbilling
GPS Ticketing/Counting survers
GIS CCTV
Assets Customers Costs Datastorage
Now:Responsive
HUMAN
Rule-basedautomation
DecisionSupport tools
Improved decisions
ImprovedintelligenceModelling Middleware Analytics
SCADA Customerbilling
GPS Ticketing/Counting survers
GIS CCTV
Assets Customers Costs Datastorage
Lear
ning
Assets Customers Costs Datastorage
Datacleansing
Datastructure
Activities
SCADA Satelliteimagery
Customerbilling
BIM GPS Manufacturers’data
Ticketing/Counting survers
GIS Controlsystems
CCTV
Improved decisions
Improvedintelligence
Lear
ning
Better quality,open structure
Data analytics platform
Enhanced decision support
HUMANMachinelearning
Rule-basedautomation
Optimisationalgorithms
DecisionSupport tools
Modelling Middleware Analytics
Assets Customers Costs Datastorage
Datacleansing
Datastructure
Activities
SCADA Satelliteimagery
Customerbilling
BIM GPS Manufacturers’data
Ticketing/Counting survers
GIS Controlsystems
CCTV
An abundance of data sources at low marginal cost
Improved decisions
Improvedintelligence
Lear
ning
Next:Predictive
HUMANMachinelearning
Rule-basedautomation
Optimisationalgorithms
DecisionSupport tools
Modelling Middleware Analytics
Assets Customers Costs Datastorage
Datacleansing
Datastructure
Activities
SCADA Satelliteimagery
Customerbilling
BIM GPS Manufacturers’data
Ticketing/Counting survers
GIS Controlsystems
CCTV
An abundance of data sources at low marginal cost
Improved decisions
Improvedintelligence
Lear
ning
Assets Customers Costs Datastorage
Datacleansing
Datastructure
Activities
SCADA Satelliteimagery
Customerbilling
BIM GPS Manufacturers’data
Ticketing/Counting survers
GIS Controlsystems
CCTV
Improved decisions
Improvedintelligence
Lear
ning
Big data streams
Federated analyticsplatforms
System intelligent decisions
HUMANMachinelearning
Rule-basedautomation
Optimisationalgorithms
DecisionSupport tools
Modelling Middleware Analytics
Assets Customers Costs Datastorage
Datacleansing
Datastructure
Activities
SCADA Satelliteimagery
Customerbilling
BIM GPS Manufacturers’data
Ticketing/Counting survers
GIS Controlsystems
CCTV
Plus data we haven’t dreamed of yet
Improved decisions
Improvedintelligence
Lear
ning
Ideal:Adaptive
HUMANMachinelearning
Rule-basedautomation
Optimisationalgorithms
DecisionSupport tools
Modelling Middleware Analytics
Assets Customers Costs Datastorage
Datacleansing
Datastructure
Activities
SCADA Satelliteimagery
Customerbilling
BIM GPS Manufacturers’data
Ticketing/Counting survers
GIS Controlsystems
CCTV
Plus data we haven’t dreamed of yet
Improved decisions
Improvedintelligence
Lear
ning
Assets Customers Costs Datastorage
Datacleansing
Datastructure Activities
SCADA Satelliteimagery
Customerbilling
BIM GPS Manufacturers’data
Ticketing/Counting survers GIS Control
systemsCCTV
Improved decisions
Improvedintelligence
Lear
ning
Customer
AssetGenerated
NetworkGenerated
PersonGenerated
22/11/2017 Mott MacDonald | Presentation 31
Harnessing the power of big data
1FutureIntelligence
.
2DigitalTransformation
.
3LearningFramework
.
4ValuingData
.
5ConvergingStreams
.
Data science is the extraction ofactionable knowledge directly fromdata through a process ofdiscovery, hypothesis andanalytical testing – akin to thescientific method.
A convergence of expertiseData science is where our full range of skills and experience meet
Research
Datascience
Analyticsystems Algorithms
Programming skills
Domainexpertise
Statisticsdata mining
(Source: US National Institute forStandards and Technology (NIST))
22/11/2017 Mott MacDonald | Presentation 33
22 November 2017 Mott MacDonald | Presentation 34
Disciplines that underpin data science
StrategicConsulting
MathematicalModelling
DomainIntelligence
Data Engineering Data Analytics Data Visualisation
DigitalInfrastructure
CyberSecurity
SoftwareEngineering
22/11/2017 Mott MacDonald | Presentation 35
22/11/2017 Mott MacDonald | Presentation 36
Hackathons
Open data is part of the answer
ODS Platform and API
22 November 2017 Mott MacDonald | Presentation 38
22/11/2017 Mott MacDonald | Presentation 39
Harnessing the power of big data
1FutureIntelligence
.
2DigitalTransformation
.
3LearningFramework
.
4ValuingData
.
5ConvergingStreams
.
Smarter Cities
Buildings Water
EnergyTransport
Smart
HealthyFulfilled
Maximisingpotential
Citizen
Smart data: data put into service forbetter outcomes; connecting diversedata sources, two-way interactionswith citizens
Smart infrastructure: integratedsystem of systems, for more efficient,resilient and sustainable outcomes,responsive to changing citizen needs
Smart organisation: structureddecision making and supply chain toorganise information, improveresponsiveness and achievecontinuous optimisation
22/11/2017 Mott MacDonald | Presentation 40
Strategic Asset Management
Capableorganisation
Adaptiveresilience
Smartinfrastructure
Coherentstrategy
Integratedplanning
Targeteddelivery
Aligned objectives
Timely, effective and efficient interventions
Resilient and sustainable business that delivers its promises to its stakeholders
Continuousimprovement
1 2 3 4 5 6 7
Enablers
Decisions
Outcomes
Outputs
22/11/2017 Mott MacDonald | Presentation 41
43
Mott MacDonald’s Digital Toolset
Data
Client services
Inception Design Construction
4Site (3D multi-sector above &below ground mapping)
H2kn0w-how (real time waternetwork monitoring)
Apollo (land referencing)
Operation
STEPS (pedestrian movement) Fieldbook (GIS energy tool for utilities/pipelines)
Optimum (3D scenario & visualisation tool for space/time conflict planning)
Carbon Portal (capital & operational carbon calculating)
Design Portal (multi-sectordesign platform)
Digital Master planning (rapid collation & visualisation of available site data facts)
Strat-e-gis (congestion monitoring)
Strat-e-gis (congestion monitoring)ReVERB (noise & vibration modelling)
(real time road network monitoring)
(multiple agency coordination)
44
Mott MacDonald’s Integrated Platform
Data
Client services
Inception Design Construction Operation
Thank you
To continue this conversation…
Dr Nabil Abou-RahmeGlobal Practice Leader, Data ScienceETW
[email protected]+44 121 234 1590mottmac.com
ProjectLondon 2012 OlympicGames: TransportCoordination Centre (TCC)
ClientTransport for London
LocationLondon, UK
ExpertiseSystems delivery
Opportunity:
20M spectator journeys were made during the London2012 Olympic Games. This needed to be managed toensure maximum capacity and minimal disruption.
Solution:
Merlin, our crisis and incident management system,provided stakeholders with fast access to real timeinformation, streamlining decision making.
Outcome:
This intuitive platform enhanced collaboration and helpedoperators keep the transport network moving throughoutthe Games.
ProjectWater and wastewatermanagement projects
ClientVarious local authorities
LocationVarious locations, NewZealand and Australia
ExpertiseSmart infrastructuresolutions
Opportunity:
Using the power of real-time data management can bringhuge efficiencies to the way we manage our water andwastewater assets.
Solution:
We developed H2knOw-how – an innovative sensor-based water visualisation tool – to bring real-timeunderstanding and better management to water andwastewater networks.
Outcome:
H2knOw-how is being used by 12 local authorities tostreamline asset management, improving service,releasing capacity, and cutting costs.
ProjectFlood visualisation studies
ClientVarious local authorities
LocationVarious coastal towns, UK
ExpertiseVisualisation, datamanagement
Opportunity:
Climate change is causing increasing incidents of coastalflooding, where tidal surges overtop flood defences.Visualising the impact will help mitigate the effects.
Solution:
Our Water and Wave Overtopping Tool (WWOT) bringstogether a GIS model with LiDAR data, aerialphotography and Ordnance Survey information to modelthe impact of coastal flooding.
Outcome:
Understanding the impact of coastal flooding enables usto improve flood defences, adapt relief strategies andbetter plan infrastructure investment for at risk areas.
ProjectOsprey trafficmanagement system
ClientVarious UK local authorities
LocationVarious locations, UK
ExpertiseTraffic management, smartinfrastructure
Opportunity:
UK motorists spend over 100 hours stuck in trafficjams each year. With limited scope to expand theroad network, smart solutions are needed to increaseefficiency of the road network.
Solution:
Osprey uses multiple data sources to give trafficmanagers a real-time view of how the road networkis being used, enabling congestion to monitored andmitigated through human or automated responses.
Outcome:
Osprey is now being used by 14 local authoritiesin the UK, improving traffic management andcutting congestion.
ProjectRemote sensing-basedInformation and Insurancefor Crops in EmergingEconomies (RIICE)
ClientInternational RiceResearch Institute (IRRI)
LocationEast and South East Asia
ExpertiseCost benefit analysis
Opportunity:
Rice accounts for one fifth of all calories consumedworldwide. Damage to production can have acatastrophic impact on health and the economy,especially in the rice-producing countries of Asia.
Solution:
Radar-based imaging by satellite enables the regionalgrowth of rice crop to be monitored, allowing shortfalls inyield to be predicted and relief strategies to be put inplace. A regional insurance scheme helped mitigateeconomic losses.
Outcome:
RIICE has improved food security and economicresilience in six Asian countries, while enabling scientiststo monitor the long-term effects of climate change on riceproduction.
ProjectJaipur Smart City
ClientJaipur Nagar Nigam
LocationRajasthan, India
ExpertiseStakeholder engagementand urban masterplanning
Opportunity:
The Indian government has set the goal of developing100 smart cities which are socially inclusive, sustainableand prosperous.
Solution:
We worked with stakeholders and local citizens todevelop a masterplan for Jaipur, leading to it comingahead of 97 rival cities.
Outcome:
Jaipur is now lined up for transformation into a smart city,allowing its residents and businesses to tap into thedigital economy.
ProjectCarbon Portal
ClientVarious
LocationWorldwide
ExpertiseData handlingand modelling
Opportunity:
Cutting carbon cuts costs, but until now there were notools to quantify the emissions footprint of individualBIM objects to help drive down carbon during thedesign process.
Solution:
We developed the first ever BIM-enabled carboncalculator which accurately quantifies capital andoperational carbon emissions for entire assets basedon each single BIM object.
Outcome:
We have used the Carbon Portal to optimise designand cut carbon for several clients, leading to cheaper,more sustainable assets.
ProjectHeathrow Terminal 2
ClientBAA
LocationLondon, UK
ExpertiseDesign, manage andintegrate (DMI) role
Opportunity:
Our team was chosen to design the complex ICT systemfor the £2.5bn Terminal 2 project and then to overseeprogramme delivery.
Solution:
We designed and coordinated the entire ICT systemincluding data networks, wireless and cellularcommunications, radio, security and search, CCTV,access control, building management, lighting controland displays.
Outcome:
We achieved successful implementation of the entire ICTsystem with the airport-wide ICT system, on time and onbudget, meeting Heathrow’s commercial, technical,reliability and security objectives.
ProjectHALOGEN
ClientHighways England
LocationEngland, UK
ExpertiseSystems integration
Opportunity:
Data management can help traffic managers improve theperformance of the road network, but the challenge is tohandle, store, analyse and use all this data effectively.
Solution:
We developed a range of reporting tools, website andsystem interfaces to provide the client with access toreal-time and historic data from the road network.
Outcome:
HALOGEN allows Highways England to analyseperformance of its road network, assess effectiveness ofroadside technology that supports the network andprovides a real-time feed of fault data, enabling betterroad management.
ProjectAsset records and mapviewing for field personnel
ClientPublic Service Electricand Gas (PSEG)
LocationNew Jersey, US
ExpertiseGIS, IT, documentmanagement
Opportunity:
PSEG – one of the largest combined gas and electricityutilities in the US – needed a way to bring crucialunderground infrastructure documents to their fieldcrews in a secure and reliable way.
Solution:
We uploaded the scanned images and indexes for morethan 1M service records onto Fieldbook and relayed thisto PSEG staff via secure wide area wirelessconnections.
Outcome:
Fieldbook’s data handling capability, ease of use andstrong helpdesk support system means more than 600PSEG fieldworkers can intuitively access the informationthey need, when they need it.
ProjectUnderstanding New andImproving Existing TrafficData (UNIETD)
ClientVarious nationalroads authorities
LocationEurope
ExpertiseITS research
Opportunity:
Using improved traffic data from mobile devices canprovide benefits to all road users.
Solution:
We researched new capabilities for traffic data qualityevaluation and social media harvesting to create bettersystems for short-term traffic prediction.
Outcome:
Our software toolkit enabled road authorities to providebetter and more cost-effective traffic managementservices.