SlideShare uma empresa Scribd logo
1 de 20
Baixar para ler offline
DEMOCRATIZING	WATER	CONSUMPTION	MONITORING	
SENSE	× ANALYZE	#	KNOW	÷ ACT
IWA	Efficient	2017
DAIAD	is	an	FP7	project
o Full title: Open Water Management –
from droplets of participation to
streams of knowledge
o Instrument: STReP
o Objective: ICT-2013.6.3 ICT for water
resources management
o GA: 619186
o Duration: 42m (3/2014-8/2017)
https://youtu.be/EowqnfDUB2I
Consortium	assembled	on	excellence,	multi-
disciplinarity,	and	balanced	participation	of	
RTD,	SMEs	and	water	stakeholders
Athena is an RTD organization and ICT integrator focused on
diverse data-intensive research (Coordinator)
Bamberg has multi-disciplinary research and applied
experience in interventions for resource consumption
Amphiro is a unique SME with domestic water monitoring
products
Fraunhofer ISI has theoretical and practical experience in
water demand modeling and sustainability
Waterwise is a leader on social empowerment for water
preservation
AMAEM is a water utility with heightened water
management challenges
How	much	water	do	you	consume
How	much	water	do	you	consume
GLA,	2017
Monitoring	energy	vs.	water
The	DAIAD	objectives
o Create real-time and detailed water consumption data
o Leverage Big data assets from Smart Water Meters (benefits heavily questioned,
even for energy) and introduce personal water monitoring technologies (decouple
metering from monitoring; empower consumers)
o Devise means to manage and extract knowledge
o Extract value from Big Water Data assets scalable at the city-scale (open research
challenge – see BDVA SRIA, critical for Data Economy and Clean-Web); current
systems do not scale for highly-detailed, multi-dimensional data (time-series,
determinants)
o Create interventions and stimuli that exploit this knowledge
o Effective real-time and diagnostic interventions that induce sustainable changes in
consumption behavior (multimodal, non-intrusive, attention-economy)
o Apply new Big Data, insights, and consumer engagement facilities in WDM
o Depart from highly aggregated studies to harness detailed Big Data and effectively
target individual households (improve understanding, directly and indirectly
influence demand)
DAIAD	System
DAIAD@home
o Turns SWM data into knowledge
o Self-induce water efficiency
o Personalized analysis &
recommendations
o Goal-setting, comparisons
o Increase satisfaction, outreach
and engagement
o Source for accurate household
data
Mobile
Web
Applications for consumers
DAIAD@utility
o Complete suite of monitoring, analysis,
& consumer interaction services
o Leverages SWM data along with any
other available data source (geo, open,
surveys)
o Effectively manages and analyzes Big
Water data at the city scale
o Extracts detailed insights for
customers
o Targeted consumer engagement
o Cloud-based Software as a Service
(SaaS)
o Multi-role support (WDM to CEO,
marketing)
Shower water meter: amphiro b1
o Fully integrated in DAIAD
o No batteries required
(energy-autarkic)
o Bluetooth 4.0 enabled,
self-installed
o Open API (I/O, settings)
o Commercially available
DAIAD Pilots and preliminary
results
o Alicante, Spain
o Simulates deployment by a
water utility (top-down)
o DAIAD as a complete
demand-side management
system
o 1/3/2016-28/2/2017
o 102 households, 293
consumers
o SWM + b1 (1-4)
o St. Albans, UK
o Simulates uptake by a
consumers (bottom-up)
o DAIAD as an off-the self
Cleanweb product
o 1/3/2016-28/2/2017
o 47 households, 164 consumers
o b1 only
Phases Phase	1 Phase	2 Phase	3 Phase	4 Phase	5
All -3% -19% -10% -7% -18%
Real-time -16% Social	 -14%
Diagnostic -21% No	
social
-3%
~400
consumers
~22K
shower
extractions
Participant Statistics – Trial B
Y3 Review Meeting
Trial – treatment phases
The DAIAD System
Insights to date
o The majority of customers do not know,
nor understand, how much water they use
even for simple tasks
o Strong, genuine consumer interest for
more information on water use
o The savings potential is there, but not the
same from everyone; individual elasticity
and consumer targeting is key
o Real-time interventions seem to have
greater impact than diagnostics; but
diagnostics are easier to tune up
The DAIAD System
Summary of issues
o Unsupported mobile devices (not iOS/Android)
o Low-cost Android BT stack (delays): developed proprietary libraries for
specific devices
o Malfunctioning b1 devices < 5%
o Additional b1 pairing (caused by BT stack problems)
o Anxious and impatient participants: frequent communication
o BT throughput and prioritization for historical shower extractions (2
major improvements)
o Low-cost Android stability & compatibility (increased in-situ testing)
o Extremely low-flow scenarios (<4lt/min): impossible to support with
current technologies
o SWM data irregularities (missing data points, negative values):
increased robustness of the complete system
Open Water Days
DAIAD is an Open Knowledge
project
o All software provided with
an open source license
(github.com/DAIAD)
o All deliverables and content
provided with a Creative
Commons Attribution
license
o All data generated provided
with an Open Database
License
Be a part
of DAIAD!
@	DAIAD_EU www.daiad.eu
DAIAD	is	a	research	project	funded	by	
European	Commission’s	7th	Framework	
Programme
Thanks!

Mais conteúdo relacionado

Mais procurados

Visualizing & gamifying water & energy consumption for behavior change
Visualizing & gamifying water & energy consumption for behavior changeVisualizing & gamifying water & energy consumption for behavior change
Visualizing & gamifying water & energy consumption for behavior change
Isabel Micheel
 
Dubuque Uses Cloud Computing and Sensors to Build
Dubuque Uses Cloud Computing and Sensors to BuildDubuque Uses Cloud Computing and Sensors to Build
Dubuque Uses Cloud Computing and Sensors to Build
Yahya A. A. Abdulqader
 

Mais procurados (20)

Data-Driven Selling and The Value of Data In The Water Industry
Data-Driven Selling and The Value of Data In The Water IndustryData-Driven Selling and The Value of Data In The Water Industry
Data-Driven Selling and The Value of Data In The Water Industry
 
Waternomics: Key impacts for smart water management
Waternomics: Key impacts for smart water managementWaternomics: Key impacts for smart water management
Waternomics: Key impacts for smart water management
 
The SmartH2O Technology
The SmartH2O TechnologyThe SmartH2O Technology
The SmartH2O Technology
 
The SmartH2O project and the role of social computing in promoting efficient ...
The SmartH2O project and the role of social computing in promoting efficient ...The SmartH2O project and the role of social computing in promoting efficient ...
The SmartH2O project and the role of social computing in promoting efficient ...
 
Visualizing & gamifying water & energy consumption for behavior change
Visualizing & gamifying water & energy consumption for behavior changeVisualizing & gamifying water & energy consumption for behavior change
Visualizing & gamifying water & energy consumption for behavior change
 
Water Widget
Water WidgetWater Widget
Water Widget
 
NZC - Bob Olsson
NZC - Bob OlssonNZC - Bob Olsson
NZC - Bob Olsson
 
ClearWater Revival
ClearWater RevivalClearWater Revival
ClearWater Revival
 
Public awareness and feedback – Insights from the SmartH2O project
Public awareness and feedback – Insights from the SmartH2O project Public awareness and feedback – Insights from the SmartH2O project
Public awareness and feedback – Insights from the SmartH2O project
 
Gamification for water utilities
Gamification for water utilitiesGamification for water utilities
Gamification for water utilities
 
Smart metering, water pricing and social media to stimulate residential water...
Smart metering, water pricing and social media to stimulate residential water...Smart metering, water pricing and social media to stimulate residential water...
Smart metering, water pricing and social media to stimulate residential water...
 
Using Mobile Phones and PCs for Monitoring the Delivery of Water Services in ...
Using Mobile Phones and PCs for Monitoring the Delivery of Water Services in ...Using Mobile Phones and PCs for Monitoring the Delivery of Water Services in ...
Using Mobile Phones and PCs for Monitoring the Delivery of Water Services in ...
 
Dubuque Uses Cloud Computing and Sensors to Build
Dubuque Uses Cloud Computing and Sensors to BuildDubuque Uses Cloud Computing and Sensors to Build
Dubuque Uses Cloud Computing and Sensors to Build
 
AI for Data-­Driven Decisions in Water Management
AI for Data-­Driven Decisions in Water ManagementAI for Data-­Driven Decisions in Water Management
AI for Data-­Driven Decisions in Water Management
 
Ergebnisse aus dem SmartH2O Projekt: Kundensensibilisierung mit spielerischen...
Ergebnisse aus dem SmartH2O Projekt: Kundensensibilisierung mit spielerischen...Ergebnisse aus dem SmartH2O Projekt: Kundensensibilisierung mit spielerischen...
Ergebnisse aus dem SmartH2O Projekt: Kundensensibilisierung mit spielerischen...
 
Water Conservation in Galway City & Waternomics
Water Conservation in Galway City & WaternomicsWater Conservation in Galway City & Waternomics
Water Conservation in Galway City & Waternomics
 
First portable nanofiltration drinking water purifier
First portable nanofiltration drinking water purifierFirst portable nanofiltration drinking water purifier
First portable nanofiltration drinking water purifier
 
Water projects, case studies and experiences
Water projects, case studies and experiencesWater projects, case studies and experiences
Water projects, case studies and experiences
 
IoT Based Solid Waste Management
IoT Based Solid Waste ManagementIoT Based Solid Waste Management
IoT Based Solid Waste Management
 
Smart Water Resources Management
Smart Water Resources ManagementSmart Water Resources Management
Smart Water Resources Management
 

Semelhante a IWA DAIAD Project Presentation

Real Time River Quality Monitoring and Control System.docx
Real Time River Quality Monitoring and Control System.docxReal Time River Quality Monitoring and Control System.docx
Real Time River Quality Monitoring and Control System.docx
sandyBS
 
2014 Australasian Review of SM IWN_FINAL
2014 Australasian Review of SM  IWN_FINAL2014 Australasian Review of SM  IWN_FINAL
2014 Australasian Review of SM IWN_FINAL
Joe Flynn
 
TACKLING WATER SCARCITY AND CONSERVATION IN TAIWAN, BELGIUM, SOUTH AFRICA, AN...
TACKLING WATER SCARCITY AND CONSERVATION IN TAIWAN, BELGIUM, SOUTH AFRICA, AN...TACKLING WATER SCARCITY AND CONSERVATION IN TAIWAN, BELGIUM, SOUTH AFRICA, AN...
TACKLING WATER SCARCITY AND CONSERVATION IN TAIWAN, BELGIUM, SOUTH AFRICA, AN...
iQHub
 

Semelhante a IWA DAIAD Project Presentation (20)

Intelligent / Smart Water Systems
Intelligent / Smart Water SystemsIntelligent / Smart Water Systems
Intelligent / Smart Water Systems
 
DISCUSSION ON THE DIGITALIZATION IN THE DANISH WATER SECTOR
DISCUSSION ON THE DIGITALIZATION IN THE DANISH WATER SECTORDISCUSSION ON THE DIGITALIZATION IN THE DANISH WATER SECTOR
DISCUSSION ON THE DIGITALIZATION IN THE DANISH WATER SECTOR
 
Real Time River Quality Monitoring and Control System.docx
Real Time River Quality Monitoring and Control System.docxReal Time River Quality Monitoring and Control System.docx
Real Time River Quality Monitoring and Control System.docx
 
Running Dry: Smart Water and Leak Detection
Running Dry: Smart Water and Leak DetectionRunning Dry: Smart Water and Leak Detection
Running Dry: Smart Water and Leak Detection
 
2014 Australasian Review of SM IWN_FINAL
2014 Australasian Review of SM  IWN_FINAL2014 Australasian Review of SM  IWN_FINAL
2014 Australasian Review of SM IWN_FINAL
 
EcoStruxure, IIoT-enabled architecture, delivering value in key segments.
EcoStruxure, IIoT-enabled architecture, delivering value in key segments.EcoStruxure, IIoT-enabled architecture, delivering value in key segments.
EcoStruxure, IIoT-enabled architecture, delivering value in key segments.
 
Oracular PD
Oracular PDOracular PD
Oracular PD
 
SMART WATER THROUGH THE OPERATOR’S LENS: COLLECT, CONNECT, OPTIMIZE, AND ADVISE
SMART WATER THROUGH THE OPERATOR’S LENS: COLLECT, CONNECT, OPTIMIZE, AND ADVISESMART WATER THROUGH THE OPERATOR’S LENS: COLLECT, CONNECT, OPTIMIZE, AND ADVISE
SMART WATER THROUGH THE OPERATOR’S LENS: COLLECT, CONNECT, OPTIMIZE, AND ADVISE
 
TACKLING WATER SCARCITY AND CONSERVATION IN TAIWAN, BELGIUM, SOUTH AFRICA, AN...
TACKLING WATER SCARCITY AND CONSERVATION IN TAIWAN, BELGIUM, SOUTH AFRICA, AN...TACKLING WATER SCARCITY AND CONSERVATION IN TAIWAN, BELGIUM, SOUTH AFRICA, AN...
TACKLING WATER SCARCITY AND CONSERVATION IN TAIWAN, BELGIUM, SOUTH AFRICA, AN...
 
Waternomics Flyer - ICT for Water Resource Management
Waternomics Flyer - ICT for Water Resource ManagementWaternomics Flyer - ICT for Water Resource Management
Waternomics Flyer - ICT for Water Resource Management
 
Smarter Water and Smarter Sustainable Dubuque | 2013 Loras College Business A...
Smarter Water and Smarter Sustainable Dubuque | 2013 Loras College Business A...Smarter Water and Smarter Sustainable Dubuque | 2013 Loras College Business A...
Smarter Water and Smarter Sustainable Dubuque | 2013 Loras College Business A...
 
Water Supply Measurement and Management System Based on IoT with Water Leakag...
Water Supply Measurement and Management System Based on IoT with Water Leakag...Water Supply Measurement and Management System Based on IoT with Water Leakag...
Water Supply Measurement and Management System Based on IoT with Water Leakag...
 
Sigfox US overview apr 2017
Sigfox US overview apr 2017Sigfox US overview apr 2017
Sigfox US overview apr 2017
 
Smart Water Management Using IoT System - KarIoT.pdf
Smart Water Management Using IoT System - KarIoT.pdfSmart Water Management Using IoT System - KarIoT.pdf
Smart Water Management Using IoT System - KarIoT.pdf
 
Smart4 Water Hub (innovative water thinking)
Smart4 Water Hub (innovative water thinking)Smart4 Water Hub (innovative water thinking)
Smart4 Water Hub (innovative water thinking)
 
Global Leakage Summit 2015
Global Leakage Summit 2015Global Leakage Summit 2015
Global Leakage Summit 2015
 
Dealing with Semantic Heterogeneity in Real-Time Information
Dealing with Semantic Heterogeneity in Real-Time InformationDealing with Semantic Heterogeneity in Real-Time Information
Dealing with Semantic Heterogeneity in Real-Time Information
 
Blood Donors and Receivers Management System
Blood Donors and Receivers Management SystemBlood Donors and Receivers Management System
Blood Donors and Receivers Management System
 
SC6 Workshop 1: What can big data do for you?
SC6 Workshop 1: What can big data do for you? SC6 Workshop 1: What can big data do for you?
SC6 Workshop 1: What can big data do for you?
 
SMART WATER MANAGEMENT
SMART WATER MANAGEMENTSMART WATER MANAGEMENT
SMART WATER MANAGEMENT
 

Mais de Aaron Burton

WatefCon2016_Proceedings_usb-149-158
WatefCon2016_Proceedings_usb-149-158WatefCon2016_Proceedings_usb-149-158
WatefCon2016_Proceedings_usb-149-158
Aaron Burton
 
WatefCon2015_submission_62
WatefCon2015_submission_62WatefCon2015_submission_62
WatefCon2015_submission_62
Aaron Burton
 
Burton progress in water conservation 2010 2013-final
Burton progress in water conservation 2010 2013-finalBurton progress in water conservation 2010 2013-final
Burton progress in water conservation 2010 2013-final
Aaron Burton
 
Understanding the Impacts of Drought Restrictions
Understanding the Impacts of Drought RestrictionsUnderstanding the Impacts of Drought Restrictions
Understanding the Impacts of Drought Restrictions
Aaron Burton
 

Mais de Aaron Burton (14)

IWA Presentation on the Water Efficiency Strategy for the UK
IWA Presentation on the Water Efficiency Strategy for the UKIWA Presentation on the Water Efficiency Strategy for the UK
IWA Presentation on the Water Efficiency Strategy for the UK
 
IWA Waterwise Checkmark
IWA Waterwise CheckmarkIWA Waterwise Checkmark
IWA Waterwise Checkmark
 
TEP_ABurton_v1
TEP_ABurton_v1TEP_ABurton_v1
TEP_ABurton_v1
 
WatefCon2016_Proceedings_usb-149-158
WatefCon2016_Proceedings_usb-149-158WatefCon2016_Proceedings_usb-149-158
WatefCon2016_Proceedings_usb-149-158
 
WatefCon2015_submission_62
WatefCon2015_submission_62WatefCon2015_submission_62
WatefCon2015_submission_62
 
Climate change mitigation and adaptation actions for the water sector interna...
Climate change mitigation and adaptation actions for the water sector interna...Climate change mitigation and adaptation actions for the water sector interna...
Climate change mitigation and adaptation actions for the water sector interna...
 
Burton progress in water conservation 2010 2013-final
Burton progress in water conservation 2010 2013-finalBurton progress in water conservation 2010 2013-final
Burton progress in water conservation 2010 2013-final
 
Understanding the Impacts of Drought Restrictions
Understanding the Impacts of Drought RestrictionsUnderstanding the Impacts of Drought Restrictions
Understanding the Impacts of Drought Restrictions
 
CIRIA WSUD Workshop Cardiff
CIRIA WSUD Workshop CardiffCIRIA WSUD Workshop Cardiff
CIRIA WSUD Workshop Cardiff
 
Integrating water and energy efficiency - building regulations and beyond
Integrating water and energy efficiency - building regulations and beyondIntegrating water and energy efficiency - building regulations and beyond
Integrating water and energy efficiency - building regulations and beyond
 
&quot;Water carbon conundrum&quot; – integrating water and energy efficiency ...
&quot;Water carbon conundrum&quot; – integrating water and energy efficiency ...&quot;Water carbon conundrum&quot; – integrating water and energy efficiency ...
&quot;Water carbon conundrum&quot; – integrating water and energy efficiency ...
 
Water Footprinting Presentation for IEMA Wales
Water Footprinting Presentation for IEMA WalesWater Footprinting Presentation for IEMA Wales
Water Footprinting Presentation for IEMA Wales
 
Calculation And Sensitivity Analysis Of The Infrastructure Leakage Index
Calculation And Sensitivity Analysis Of The Infrastructure Leakage IndexCalculation And Sensitivity Analysis Of The Infrastructure Leakage Index
Calculation And Sensitivity Analysis Of The Infrastructure Leakage Index
 
Ensuring Sustainability of Clean Development Mechanism Projects for Global Su...
Ensuring Sustainability of Clean Development Mechanism Projects for Global Su...Ensuring Sustainability of Clean Development Mechanism Projects for Global Su...
Ensuring Sustainability of Clean Development Mechanism Projects for Global Su...
 

Último

EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptxEIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
Earley Information Science
 

Último (20)

Exploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone ProcessorsExploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone Processors
 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organization
 
Slack Application Development 101 Slides
Slack Application Development 101 SlidesSlack Application Development 101 Slides
Slack Application Development 101 Slides
 
Factors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptxFactors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptx
 
Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024
 
Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt Robison
 
Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed texts
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
 
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
 
Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivity
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Script
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreter
 
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptxEIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
 
Breaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountBreaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path Mount
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men
 
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
 
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
 
Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)
 
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
 

IWA DAIAD Project Presentation

  • 2. DAIAD is an FP7 project o Full title: Open Water Management – from droplets of participation to streams of knowledge o Instrument: STReP o Objective: ICT-2013.6.3 ICT for water resources management o GA: 619186 o Duration: 42m (3/2014-8/2017) https://youtu.be/EowqnfDUB2I
  • 3. Consortium assembled on excellence, multi- disciplinarity, and balanced participation of RTD, SMEs and water stakeholders Athena is an RTD organization and ICT integrator focused on diverse data-intensive research (Coordinator) Bamberg has multi-disciplinary research and applied experience in interventions for resource consumption Amphiro is a unique SME with domestic water monitoring products Fraunhofer ISI has theoretical and practical experience in water demand modeling and sustainability Waterwise is a leader on social empowerment for water preservation AMAEM is a water utility with heightened water management challenges
  • 4.
  • 8. The DAIAD objectives o Create real-time and detailed water consumption data o Leverage Big data assets from Smart Water Meters (benefits heavily questioned, even for energy) and introduce personal water monitoring technologies (decouple metering from monitoring; empower consumers) o Devise means to manage and extract knowledge o Extract value from Big Water Data assets scalable at the city-scale (open research challenge – see BDVA SRIA, critical for Data Economy and Clean-Web); current systems do not scale for highly-detailed, multi-dimensional data (time-series, determinants) o Create interventions and stimuli that exploit this knowledge o Effective real-time and diagnostic interventions that induce sustainable changes in consumption behavior (multimodal, non-intrusive, attention-economy) o Apply new Big Data, insights, and consumer engagement facilities in WDM o Depart from highly aggregated studies to harness detailed Big Data and effectively target individual households (improve understanding, directly and indirectly influence demand)
  • 10. DAIAD@home o Turns SWM data into knowledge o Self-induce water efficiency o Personalized analysis & recommendations o Goal-setting, comparisons o Increase satisfaction, outreach and engagement o Source for accurate household data Mobile Web Applications for consumers
  • 11. DAIAD@utility o Complete suite of monitoring, analysis, & consumer interaction services o Leverages SWM data along with any other available data source (geo, open, surveys) o Effectively manages and analyzes Big Water data at the city scale o Extracts detailed insights for customers o Targeted consumer engagement o Cloud-based Software as a Service (SaaS) o Multi-role support (WDM to CEO, marketing)
  • 12. Shower water meter: amphiro b1 o Fully integrated in DAIAD o No batteries required (energy-autarkic) o Bluetooth 4.0 enabled, self-installed o Open API (I/O, settings) o Commercially available
  • 13. DAIAD Pilots and preliminary results o Alicante, Spain o Simulates deployment by a water utility (top-down) o DAIAD as a complete demand-side management system o 1/3/2016-28/2/2017 o 102 households, 293 consumers o SWM + b1 (1-4) o St. Albans, UK o Simulates uptake by a consumers (bottom-up) o DAIAD as an off-the self Cleanweb product o 1/3/2016-28/2/2017 o 47 households, 164 consumers o b1 only Phases Phase 1 Phase 2 Phase 3 Phase 4 Phase 5 All -3% -19% -10% -7% -18% Real-time -16% Social -14% Diagnostic -21% No social -3% ~400 consumers ~22K shower extractions
  • 14. Participant Statistics – Trial B Y3 Review Meeting
  • 16. The DAIAD System Insights to date o The majority of customers do not know, nor understand, how much water they use even for simple tasks o Strong, genuine consumer interest for more information on water use o The savings potential is there, but not the same from everyone; individual elasticity and consumer targeting is key o Real-time interventions seem to have greater impact than diagnostics; but diagnostics are easier to tune up
  • 17. The DAIAD System Summary of issues o Unsupported mobile devices (not iOS/Android) o Low-cost Android BT stack (delays): developed proprietary libraries for specific devices o Malfunctioning b1 devices < 5% o Additional b1 pairing (caused by BT stack problems) o Anxious and impatient participants: frequent communication o BT throughput and prioritization for historical shower extractions (2 major improvements) o Low-cost Android stability & compatibility (increased in-situ testing) o Extremely low-flow scenarios (<4lt/min): impossible to support with current technologies o SWM data irregularities (missing data points, negative values): increased robustness of the complete system
  • 19. DAIAD is an Open Knowledge project o All software provided with an open source license (github.com/DAIAD) o All deliverables and content provided with a Creative Commons Attribution license o All data generated provided with an Open Database License Be a part of DAIAD!