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Sensors and modelling
Cornerstones for smart water management
Introduction
Forecasting water demand
Managing resources
Managing water distribution networks
Managing waste water networks
Protecting the environment and health
Wrap-up
Agenda
Veolia Environnement Research & Innovation 2
13/05/2014
1
What does SMART water mean?
Veolia Environnement Recherche & Innovation
Solution of
Monitoring providing
Added-value with
Relevant
Technologies
System
Management tools
Assisting operators to
Reduce
Time to decision
Sensors and
Models
Aiding for
Relevant and
Timely decision
S…
M…
A… What Else?
R…
T…
Which concepts are behind the letters?
“SMART” usually synonym of “intelligent”!
1
Some issues that we are facing
and which can be addressed with smart solutions
Veolia Environnement Recherche & Innovation 4
Fast growing population
Bathing water
quality
Ressource
management
Sea water infiltration
and pipe corrosion
Seasonal water
demand
Environment
protectionLeaks
Drinking water
contamination
Resource protection
and monitoring
Technological challenges…
Veolia Environnement Recherche & Innovation
Water is not oil…costs, costs, costs
The difference with « Smart Grid for Energy »
• Pipe difficult access … (underground)
• Absence of source of energy and communication systems
(water ressources monitoring)
• Standards compliance (with sanitary conformity for water
equipments)
• Complexity and size of infrastructures (cities…)
• Millions of possible contaminants / indicators with
concentrations from mg/L to ng/L
Forecasting water demand
Veolia Environnement Research & Innovation 6
Ressources
Drinking
water
Waste
Water
Needs ?
Population growth, consumption reduction
seasonal demand…
Water demand is the key point for short term and long
term management of water services
Our sensors are the water meters over the network and
at the consumption point
Consumption forecast comes from statistical modelling
and/or agent based modelling, taking into account
customers behavior and water use
Current challenges are anticipation of seasonal water
demand (to be investigated in the Matrics project) and
long term forecasts
Forecasting water demand
Veolia Environnement Recherche & Innovation 7
60 000
70 000
80 000
90 000
100 000
110 000
120 000
130 000
140 000
150 000
160 000
sept-02 janv-04 mai-05 oct-06 févr-08 juil-09 nov-10 avr-12
Productionmoyennejournalière(m3)
Données Usine
Modèle
Source : VERI
Urban Modelling
(internal project)
Source : Homerider
Business reference:
Long term city planning and modelling activities
have been spinned off
Business reference:
The first smart metering operator in France
Managing water resources
Veolia Environnement Recherche & Innovation 8
Ressources
Drinking
water
Waste
Water
Water resources are exposed to
• chronic, seasonal or
accidental pollutions
• groundwater depletion
• drought
Tradeoff between
different resources ?
Ideally, we should monitor continuously all sensitive water resources
In France, only a dozen of early warning stations monitor raw water upstream
drinking water treatment plant
Actually
Existing monitoring solutions (eg. warning stations ) are often expensive (200 k€ CaPex and OpEx
= 10 % CaPex/year)
European SMEs are developing innovative solutions but these are not necessary well integrated
into the information system and not really compliant with operation constraints (low maintenance…)
Our aim within the Swarm Eureka project is to significantly reduce the total
cost of ownership, especially the operating costs (low maintenance, no
reagent) with two monitoring devices:
A network of autonomous and instrumented
buoys to monitor non specific parameters
(pH, dissolved oxygen, turbidity,
temperature…)
Compact warning station for the analysis of
specific parameters
(pesticide, microcystin…)
Managing water resources
Swarm project (Smart WAter Resource active Management)
Veolia Environnement Recherche & Innovation 9
Source : VERI
SWARM (Collaborative project)
Water level
River/Lake bottomSinker
More data, more data sources, real time data… structuration and analysis
are more and more difficult!
SWARM contribution:
integration of web based and big data technologies
development of real-time processing algorithms to analyze hundreds of data flows, each
including a dozen of parameters
Managing water ressources
Swarm project (Smart WAter Resource active Management)
Veolia Environnement Recherche & Innovation 11
Data analysis
Web
application
Sensors
and Scada data
Web data
and open data
Internal data
bases
Radar and
satellite tiles
Data
integration
Vision of the river basin
integrating real time and
open data to support
resource management
RIPOST is a decision support tool dedicated to drinking water treatment
plant operators, developed to anticipate the consequence of a spill
upstream a drinking water treatment plant intake.
Sensors are located upriver in pollution warning station or on a buoy.
Managing water ressources
Ripost (integration of a pollutant transport model)
Veolia Environnement Recherche & Innovation 12
o A numerical pollutant spill and transport model has been
implemented. It computes the transfer time and the
concentration gradient evolution along the river and
gives results for decision making such as: transfer time,
maximum concentration and alarms based on
concentration thresholds at the water intake.
o As a decision support tool, it must fulfil operational
needs: ease of use for operators, fast numerical
computations and relevant decision support information
for crisis management and communication with
authorities. Source : VERI, Ripost project
Publications:
Learn more at the upcoming events
• Astee congress in Orleans (June 3rd-6th)
• HIC 2014 in New-York (August 17-21)
Business references:
Ripost has been implemented for SEDIF (Paris suburb) and in the
south-west of France (Garonne and Ariège rivers)
Source : SEDIF
Managing water distribution networks
Veolia Environnement Recherche & Innovation 13
Ressources
Drinking
water
Waste
Water
Leaks ?
Quality ?
Water and energy footprint?
Source : Le Parisien
4
Managing quality in distribution networks
Sensors KAPTA™ 3000 AC4
Veolia Environnement Recherche & Innovation
• Simultaneous measurement of the most important parameters
(World Health Organization)
• Communicating, autonomous energy and cost-effective sensors
• An infrastructure for collecting and transmitting real-time data via
radio or GSM technology
Parameters of contamination identification
Active chlorine
Conductivity
Temperature
Pressure
Business references:
KAPTA™ 3000 AC4 has been deployed in Shanghai, Nice,
London, in the suburb of Paris, Lyon…
Publications:
Visit http://www.secureau.eu/
4
Managing quality in distribution networks
Smart Sensors KAPTA™ 3000 Solution
Veolia Environnement Recherche & Innovation
FUSION, the graphical
interface providing the
operators with a tool for
decision making to
manage the network
Where would you install your sensors?
Optimal location of sensors can be defined, based on an hydraulics and
water quality model and a multi-objective optimization algorithm
Once you have detected a contamination, you have to perform
1) Online Source Identification of Contaminants
2) Risk analysis, identification and evaluation
of impacts (real impacts and perceived ones)
In both case you need an online running model,
which is automatically calibrated to the measured
sensor data.
Acquisition and assimilation of a huge data
stream from quantity and quality sensors
raise challenging problems…
Managing quality in distribution networks
Don’t use sensors without models!
Veolia Environnement Recherche & Innovation 16
Publications:
Visit http://www.secureau.eu/
Follow : http://www.smart-onlinewdn.eu/
Source : Veolia Eau
Managing waste water networks
Veolia Environnement Recherche & Innovation 17
Ressources
Drinking
water
Waste
Water
Asset Management
Odor Control
…
Waste water networks are more difficult to monitor and
operate than water distribution networks.
Hydraulic sensors are already availabe
but for sulfur in waste water, we are still looking for
sensors with a low total cost of ownership, as simple and
robust as a gas detector.
Waste water models, including sulfur and organic mater
modelling, are not ready for on-line use.
 These two important aspects will be addressed
in our new collaborative project: Matrics
Managing waste water networks
Veolia Environnement Recherche & Innovation 18
Source : Veolia Eau
Gescira software
Source : Homerider
«VEOLIA by Ijinus » hydraulic sensor
Publications:
• 2013, M. Fu and all, Evaluation of Sulfide Production Models
in Pressure Sewers, 11th IWA Conference on Instrumentation
Control and Automation, Narbonne – France
• 2012, J. Gouello, D. Jung, F. Gerfaud, A. Ponthieux, V. Parez, C.
Renner, Etude de l’émission de l’hydrogène sulfuré au sein d’un
poste de relèvement d’un réseau d’assainissement, 20èmes
Journées Information Eaux, Poitiers - France
• Learn more at the upcoming Astee congress in Orleans (June 3rd-6th)
Business references:
Avanced waste water monitoring has been deployed
in different regions (Bretagne, Champagne…)
Source : S::can
Managing waste water networks
Matrics project (started 2014)
Veolia Environnement Recherche & Innovation 19
o 5
19
Protecting the environment and health
Veolia Environnement Recherche & Innovation 20
Ressources
Drinking
water
Waste
Water
Protection
Storms can cause flooding, sewer overflow and
pollution
The combination of waste water network monitoring,
weather forecast, network modeling and optimization
algorithms helps to properly operate storage tanks and
pumps in order to reduce combined sewer overflow
Protecting the environment and health
Preventing combined sewer overflow
Veolia Environnement Recherche & Innovation 21
Source : RainGain project
Publications:
• 2010, Beraud and all , Optimisation of sewer networks hydraulic
behaviour during wet weather: coupling genetic algorithms with
two sewer networks modelling tools
• Optimal Management of Sewer Networks during Wet Weather
Event by Stochastic Dynamic Programming (to be published at
European Symposium on Computer Aided Process Engineering -
15-18 juin Budapest)
• http://www.raingain.eu/en/scientific-publications
Business references:
STAR control® (Krüger) implemented for the integrated control of
sewer systems and wastewater treatment plants (Copenhagen)
In close cooperation with the ENSCP, we are testing new
polarimetric X-band radars to provide fine-scale rainfall
data in the RainGain project
We are improving the optimization strategy with stochastic
dynamic programming to take into account the
randomness of storms and rain
Source : VERI
GIRAC (collaborative project)
Sometimes, you just can not prevent
pollution and overflow from combine
sewer systems …
But at least you can protect the health of
the citizens if you anticipate them
With the connection of rainfall sensors
with river, sewer and sea modelling, you
can forecast and manage the quality of
bathing water
GIRAC was a collaborative project,
labelled by two competitiveness clusters
(Mer Bretagne and Mer Méditerranée)
Protecting the environment and health
GIRAC (Gestion Intégrée des Rejets d’Assainissement Côtiers)
Veolia Environnement Recherche & Innovation 22
Business references:
Girac has been tested in four cities and the service was operational
last summer in Antibes
6 7 8 9 10 11 12 13 14 15 16 17 18 19 20
6 7 8 9 10 11 12 13 14 15 16 17 18 19 20
6 7 8 9 10 11 12 13 14 15 16 17 18 19 20
6 7 8 9 10 11 12 13 14 15 16 17 18 19 20
6 7 8 9 10 11 12 13 14 15 16 17 18 19 20
Wrap-up
Veolia Environnement Recherche & Innovation 23
Complex supply chain to set up!
Veolia Environnement Recherche & Innovation 24
Measure
(Measure of water quality parameters)
Communication
(Data transmission, Wireless solution)
Data storage
(Data acquisition and storage)
Data Treatment
including simulation
(How to transform data into information)
Decision Support Tool
(What we need to do)
Key technologies
Manufacturing
(Sensors, communication devices)
Installation
(Manhole, communication network)
Maintenance
(Replace probes, change battery packs)
Software development
(IT development)
and model calibration
Control and React
(Water supply services, manage alarms)
Key Services
At first glance, sensors means increase cost…
Veolia Environnement Recherche & Innovation 25
True only if data are not transformed into information to Act
COSTSBENEFITS
DATA
Expertise
&
Know-how
After transformation, benefits appear…
Veolia Environnement Recherche & Innovation 26
DATA
INFORMATION + ACTION = SUSTAINABLE BENEFITS
COSTSBENEFITS
Expertise
&
Know-how
Veolia Smart Water Quality Offer Objectives
27
Thanks to an ongoing R&D investment and well chosen partnerships,
Veolia can provide the most advanced « smart water » solutions for
its customer, all along the water cycle.
Understand
Water Networks
are such a black
box
Open the black box.
Observed and
understand
waterworks effect
and network
mangement choice
Optimize
Optimize network
operation an
management
Renewal strategy,
Reagent/Energy
consumption
early failure
detection avoid
services troubles
Survey
Detect in real-
time any
abnormal change
of water quality
Network evolve
continuously, dozen
waterworks are
done
simultaneously
Each one increase
fault probability

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Sensors and modelling - Cornerstones for smart water management

  • 1. Sensors and modelling Cornerstones for smart water management
  • 2. Introduction Forecasting water demand Managing resources Managing water distribution networks Managing waste water networks Protecting the environment and health Wrap-up Agenda Veolia Environnement Research & Innovation 2 13/05/2014
  • 3. 1 What does SMART water mean? Veolia Environnement Recherche & Innovation Solution of Monitoring providing Added-value with Relevant Technologies System Management tools Assisting operators to Reduce Time to decision Sensors and Models Aiding for Relevant and Timely decision S… M… A… What Else? R… T… Which concepts are behind the letters? “SMART” usually synonym of “intelligent”!
  • 4. 1 Some issues that we are facing and which can be addressed with smart solutions Veolia Environnement Recherche & Innovation 4 Fast growing population Bathing water quality Ressource management Sea water infiltration and pipe corrosion Seasonal water demand Environment protectionLeaks Drinking water contamination Resource protection and monitoring
  • 5. Technological challenges… Veolia Environnement Recherche & Innovation Water is not oil…costs, costs, costs The difference with « Smart Grid for Energy » • Pipe difficult access … (underground) • Absence of source of energy and communication systems (water ressources monitoring) • Standards compliance (with sanitary conformity for water equipments) • Complexity and size of infrastructures (cities…) • Millions of possible contaminants / indicators with concentrations from mg/L to ng/L
  • 6. Forecasting water demand Veolia Environnement Research & Innovation 6 Ressources Drinking water Waste Water Needs ? Population growth, consumption reduction seasonal demand…
  • 7. Water demand is the key point for short term and long term management of water services Our sensors are the water meters over the network and at the consumption point Consumption forecast comes from statistical modelling and/or agent based modelling, taking into account customers behavior and water use Current challenges are anticipation of seasonal water demand (to be investigated in the Matrics project) and long term forecasts Forecasting water demand Veolia Environnement Recherche & Innovation 7 60 000 70 000 80 000 90 000 100 000 110 000 120 000 130 000 140 000 150 000 160 000 sept-02 janv-04 mai-05 oct-06 févr-08 juil-09 nov-10 avr-12 Productionmoyennejournalière(m3) Données Usine Modèle Source : VERI Urban Modelling (internal project) Source : Homerider Business reference: Long term city planning and modelling activities have been spinned off Business reference: The first smart metering operator in France
  • 8. Managing water resources Veolia Environnement Recherche & Innovation 8 Ressources Drinking water Waste Water Water resources are exposed to • chronic, seasonal or accidental pollutions • groundwater depletion • drought Tradeoff between different resources ?
  • 9. Ideally, we should monitor continuously all sensitive water resources In France, only a dozen of early warning stations monitor raw water upstream drinking water treatment plant Actually Existing monitoring solutions (eg. warning stations ) are often expensive (200 k€ CaPex and OpEx = 10 % CaPex/year) European SMEs are developing innovative solutions but these are not necessary well integrated into the information system and not really compliant with operation constraints (low maintenance…) Our aim within the Swarm Eureka project is to significantly reduce the total cost of ownership, especially the operating costs (low maintenance, no reagent) with two monitoring devices: A network of autonomous and instrumented buoys to monitor non specific parameters (pH, dissolved oxygen, turbidity, temperature…) Compact warning station for the analysis of specific parameters (pesticide, microcystin…) Managing water resources Swarm project (Smart WAter Resource active Management) Veolia Environnement Recherche & Innovation 9 Source : VERI SWARM (Collaborative project) Water level River/Lake bottomSinker
  • 10. More data, more data sources, real time data… structuration and analysis are more and more difficult! SWARM contribution: integration of web based and big data technologies development of real-time processing algorithms to analyze hundreds of data flows, each including a dozen of parameters Managing water ressources Swarm project (Smart WAter Resource active Management) Veolia Environnement Recherche & Innovation 11 Data analysis Web application Sensors and Scada data Web data and open data Internal data bases Radar and satellite tiles Data integration Vision of the river basin integrating real time and open data to support resource management
  • 11. RIPOST is a decision support tool dedicated to drinking water treatment plant operators, developed to anticipate the consequence of a spill upstream a drinking water treatment plant intake. Sensors are located upriver in pollution warning station or on a buoy. Managing water ressources Ripost (integration of a pollutant transport model) Veolia Environnement Recherche & Innovation 12 o A numerical pollutant spill and transport model has been implemented. It computes the transfer time and the concentration gradient evolution along the river and gives results for decision making such as: transfer time, maximum concentration and alarms based on concentration thresholds at the water intake. o As a decision support tool, it must fulfil operational needs: ease of use for operators, fast numerical computations and relevant decision support information for crisis management and communication with authorities. Source : VERI, Ripost project Publications: Learn more at the upcoming events • Astee congress in Orleans (June 3rd-6th) • HIC 2014 in New-York (August 17-21) Business references: Ripost has been implemented for SEDIF (Paris suburb) and in the south-west of France (Garonne and Ariège rivers) Source : SEDIF
  • 12. Managing water distribution networks Veolia Environnement Recherche & Innovation 13 Ressources Drinking water Waste Water Leaks ? Quality ? Water and energy footprint? Source : Le Parisien
  • 13. 4 Managing quality in distribution networks Sensors KAPTA™ 3000 AC4 Veolia Environnement Recherche & Innovation • Simultaneous measurement of the most important parameters (World Health Organization) • Communicating, autonomous energy and cost-effective sensors • An infrastructure for collecting and transmitting real-time data via radio or GSM technology Parameters of contamination identification Active chlorine Conductivity Temperature Pressure Business references: KAPTA™ 3000 AC4 has been deployed in Shanghai, Nice, London, in the suburb of Paris, Lyon… Publications: Visit http://www.secureau.eu/
  • 14. 4 Managing quality in distribution networks Smart Sensors KAPTA™ 3000 Solution Veolia Environnement Recherche & Innovation FUSION, the graphical interface providing the operators with a tool for decision making to manage the network
  • 15. Where would you install your sensors? Optimal location of sensors can be defined, based on an hydraulics and water quality model and a multi-objective optimization algorithm Once you have detected a contamination, you have to perform 1) Online Source Identification of Contaminants 2) Risk analysis, identification and evaluation of impacts (real impacts and perceived ones) In both case you need an online running model, which is automatically calibrated to the measured sensor data. Acquisition and assimilation of a huge data stream from quantity and quality sensors raise challenging problems… Managing quality in distribution networks Don’t use sensors without models! Veolia Environnement Recherche & Innovation 16 Publications: Visit http://www.secureau.eu/ Follow : http://www.smart-onlinewdn.eu/ Source : Veolia Eau
  • 16. Managing waste water networks Veolia Environnement Recherche & Innovation 17 Ressources Drinking water Waste Water Asset Management Odor Control …
  • 17. Waste water networks are more difficult to monitor and operate than water distribution networks. Hydraulic sensors are already availabe but for sulfur in waste water, we are still looking for sensors with a low total cost of ownership, as simple and robust as a gas detector. Waste water models, including sulfur and organic mater modelling, are not ready for on-line use.  These two important aspects will be addressed in our new collaborative project: Matrics Managing waste water networks Veolia Environnement Recherche & Innovation 18 Source : Veolia Eau Gescira software Source : Homerider «VEOLIA by Ijinus » hydraulic sensor Publications: • 2013, M. Fu and all, Evaluation of Sulfide Production Models in Pressure Sewers, 11th IWA Conference on Instrumentation Control and Automation, Narbonne – France • 2012, J. Gouello, D. Jung, F. Gerfaud, A. Ponthieux, V. Parez, C. Renner, Etude de l’émission de l’hydrogène sulfuré au sein d’un poste de relèvement d’un réseau d’assainissement, 20èmes Journées Information Eaux, Poitiers - France • Learn more at the upcoming Astee congress in Orleans (June 3rd-6th) Business references: Avanced waste water monitoring has been deployed in different regions (Bretagne, Champagne…) Source : S::can
  • 18. Managing waste water networks Matrics project (started 2014) Veolia Environnement Recherche & Innovation 19 o 5 19
  • 19. Protecting the environment and health Veolia Environnement Recherche & Innovation 20 Ressources Drinking water Waste Water Protection
  • 20. Storms can cause flooding, sewer overflow and pollution The combination of waste water network monitoring, weather forecast, network modeling and optimization algorithms helps to properly operate storage tanks and pumps in order to reduce combined sewer overflow Protecting the environment and health Preventing combined sewer overflow Veolia Environnement Recherche & Innovation 21 Source : RainGain project Publications: • 2010, Beraud and all , Optimisation of sewer networks hydraulic behaviour during wet weather: coupling genetic algorithms with two sewer networks modelling tools • Optimal Management of Sewer Networks during Wet Weather Event by Stochastic Dynamic Programming (to be published at European Symposium on Computer Aided Process Engineering - 15-18 juin Budapest) • http://www.raingain.eu/en/scientific-publications Business references: STAR control® (Krüger) implemented for the integrated control of sewer systems and wastewater treatment plants (Copenhagen) In close cooperation with the ENSCP, we are testing new polarimetric X-band radars to provide fine-scale rainfall data in the RainGain project We are improving the optimization strategy with stochastic dynamic programming to take into account the randomness of storms and rain
  • 21. Source : VERI GIRAC (collaborative project) Sometimes, you just can not prevent pollution and overflow from combine sewer systems … But at least you can protect the health of the citizens if you anticipate them With the connection of rainfall sensors with river, sewer and sea modelling, you can forecast and manage the quality of bathing water GIRAC was a collaborative project, labelled by two competitiveness clusters (Mer Bretagne and Mer Méditerranée) Protecting the environment and health GIRAC (Gestion Intégrée des Rejets d’Assainissement Côtiers) Veolia Environnement Recherche & Innovation 22 Business references: Girac has been tested in four cities and the service was operational last summer in Antibes 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20
  • 23. Complex supply chain to set up! Veolia Environnement Recherche & Innovation 24 Measure (Measure of water quality parameters) Communication (Data transmission, Wireless solution) Data storage (Data acquisition and storage) Data Treatment including simulation (How to transform data into information) Decision Support Tool (What we need to do) Key technologies Manufacturing (Sensors, communication devices) Installation (Manhole, communication network) Maintenance (Replace probes, change battery packs) Software development (IT development) and model calibration Control and React (Water supply services, manage alarms) Key Services
  • 24. At first glance, sensors means increase cost… Veolia Environnement Recherche & Innovation 25 True only if data are not transformed into information to Act COSTSBENEFITS DATA Expertise & Know-how
  • 25. After transformation, benefits appear… Veolia Environnement Recherche & Innovation 26 DATA INFORMATION + ACTION = SUSTAINABLE BENEFITS COSTSBENEFITS Expertise & Know-how
  • 26. Veolia Smart Water Quality Offer Objectives 27 Thanks to an ongoing R&D investment and well chosen partnerships, Veolia can provide the most advanced « smart water » solutions for its customer, all along the water cycle. Understand Water Networks are such a black box Open the black box. Observed and understand waterworks effect and network mangement choice Optimize Optimize network operation an management Renewal strategy, Reagent/Energy consumption early failure detection avoid services troubles Survey Detect in real- time any abnormal change of water quality Network evolve continuously, dozen waterworks are done simultaneously Each one increase fault probability