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AQUASAFE
Leakage Detection System
USER MANUAL
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TABLEOFCONTENTS
1 ABOUTAQUASAFE.............................................................................................. 6
1.1 Overview............................................................................................................6
1.2 AQUASAFEArchitecture...................................................................................7
1.2.1 AQUASAFEServer......................................................................................7
1.2.2 AQUASAFELDS..........................................................................................8
1.3 Aboutthismanual..............................................................................................8
1.4 Projectreferences..............................................................................................8
1.5 Permissionsanduseraccounts..........................................................................9
2 LEAKAGEDETECTIONBASICS............................................................................ 10
2.1 Whatcausesleakage?......................................................................................11
2.2
Topdown
approaches
.....................................................................................
12
2.3 Bottomupapproaches....................................................................................12
2.4 LeakdetectionusingSCADAdata....................................................................12
2.4.1 Monitoringpressuretransients................................................................14
2.4.2 MonitoringfloworpressureandflowinaLDZ........................................14
2.4.3
Real
time
modelling
support
....................................................................
14
2.5 Limitationsoftheleakagedetectionprocedures............................................15
3 LEAKAGEDETECTIONAPPROACHESIMPLEMENTEDINAQUASAFE...................17
3.1 Patternsestimation.........................................................................................18
3.2 Massbalance...................................................................................................19
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3.3 Nightflowsanalysis.........................................................................................20
3.4
Modelresults
analysis
......................................................................................
21
3.5 Criticalsegmentanalysisandoperationmodelling.........................................22
3.6 OverallAQUASAFELDSanalysis.......................................................................23
3.7 LeakLocationaccuracy....................................................................................27
4 SYSTEMIMPLEMENTATION.GETTINGSTARTED................................................30
4.1 InstallingtheSetup..........................................................................................30
4.2 Technicalsupport.............................................................................................30
5 MAINWINDOW................................................................................................ 31
6 ADMINISTRATIONMENU.................................................................................. 32
6.1 UsersManagementControls...........................................................................33
6.1.1 UserAccounts...........................................................................................33
6.1.2 UserWorkspaces......................................................................................34
6.1.3 ManageWorkspaces................................................................................34
6.1.4 DistributionLists.......................................................................................34
6.1.5 GraphsManagement................................................................................36
6.2 Basecontrols....................................................................................................36
6.2.1
System......................................................................................................
36
6.2.2 MonitoringStations..................................................................................37
6.2.3 Parameters...............................................................................................39
6.3 SourcesControls..............................................................................................40
6.3.1 Alarms.......................................................................................................40
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6.4 ReportsControls..............................................................................................42
6.4.1
ReportTemplate
.......................................................................................
43
6.4.2 Reports.....................................................................................................44
6.4.3 ReportPublishers.....................................................................................47
6.4.4 ReportPublication....................................................................................50
7 OPERATIONMENU............................................................................................ 53
7.1 Creatinganewworkspace...............................................................................53
7.1.1 AddaLineChart.......................................................................................54
7.1.2 AddaMap................................................................................................56
7.1.3 AskforaLogViewer.................................................................................59
8 References........................................................................................................ 60
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1 ABOUT AQUASAFE
1.1 Overview
AQUASAFEisabusinessintelligencesoftwareplatformsupportedbymodellingtools
and advanceddataanalysissystems developedby HIDROMOD,Lda.AQUASAFEcan
integrate
real
time
data
captured
by
sensors
(local
and
remote)
and
run
periodic
numericalmodels(scheduledatuserdefined intervals)toproduceautomaticreports
forcustomdataanalysisandcomparisonsbetweenmodelresultsandmeasureddata.
Based on a ClientServer architecture and developed with a modular philosophy,
AQUASAFEishighlyversatile,andiscompatiblewithalmosteverykindofdatasource
and model type. This capability is a truly innovative approach, guaranteeing a safe
investmentsinceitseamlesslyaddsnewcapabilitiesasneeded.
TheAQUASAFEplatformboostsefficiencyinoperationsmanagement,providingreal
timeinformationandintegrationwithforecastanddiagnostictools.Accordingtothese
concepts, AQUASAFE works as an integrator for models and external data sources
(includingrealtimedataacquisitionsystems):
1. Modellingresults inrealtimeby integratingrealtimedataorotherexternaldatasources
with
models,
without
human
intervention.
2. Advance troubleshooting through personalized alarms, combining data fromseveralsources(realormodelled).
3. Automaticpersonalizedscenariosimulationstoassessmanagementoptionsinrealtime.
4. Automatic reports for modelling results and/or measurements, based onpredefinedusertemplates.
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5. Practical use of modelling results in operations control room, through the knowhow
of
current
users.
1.2 AQUASAFEArchitecture
The AQUASAFE platform has three main
components:
AQUASAFEserver AQUASAFELDS
1.2.1 AQUASAFEServer
TheAQUASAFEserverstoresandindexesinternallygeneratedsystemdata(models),
or through external links (Scada systems, FTP, Open DAP, etc.). Apart from this
distributor role, it also schedules tasks, such as
runningmodels,creatingreports,etc.
Communication with the server is done through 2
Webservicechannels: Adataexchangechannel; Anadministrationchannel.
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1.2.2 AQUASAFE LDS
TheAQUASAFELDS
connects
with
the
platforms
server
to
interpret
and
manage
data
andprocesses.
TheAQUASAFEclientcanconnectwiththeplatformsservertointerpretandmanage
dataandprocesses.Thisapplicationcreatesalocaldatacache,updatedautomatically
by a dedicated web service. In this way, the user has access to the latest data
(measured and modelled) available in the server. Even if the connection with the
server
is
disconnected,
the
user
has
information
to
work
with.
This
can
be
critical
in
crisissituations.
The features (GIS, graphics, reports, etc.) have been encapsulated in controls which
maybegroupedbytheadministratorinworkspaces.Eachworkspacemaybeassigned
toanindividualuserorgroupofusers.
1.3 About this manualThis manual explains how the AQUASAFE LDS interface It provides a stepbystep
guideforusingitsmanytools.ThemainfeaturesoftheAQUASAFELDSaredescribed
inSection2.ThesoftwareinstallationprocesscanbefoundinSection3.Mainwindow
isdescribed inSection4.Thetoolsoftheadministrationmenuandsystemoperation
aredescribedinSection5and6.
1.4 Project references
TheAQUASAFE Smartmanagementtoolwasdistinguishedby InternationalWater
Association (IWA) through the Implementation to wastewater system of Simtejo
Lisboa, Portugal. The software received the Honour Award of the IWA Project
InnovationAwards2012(bothintheGlobalandEurope&WestAsiaRegionalAwards
competitions)inthecategoryofOperationsandManagement.
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1.5 Permissions and user accounts
User
accounts
available
on
the
AQUASAFE
platform
can
be
associated
with
various
typesofpermissions;for instance,there isauserwithmaximumpermissions, i.e.the
administrator.For theremaining typesofusers thepermissionsassigned include the
following options: create workspaces, share workspaces, send notifications to the
administratorsandusedatabases.
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2 LEAKAGE DETECTION BASICS
Different definitions of leakage in distribution systems exist. The most frequently used one
defines the leakage as (amount of) water which escapes from the pipe network by means
other than through a controlled action. Water leakage in distribution systems is typically
classified into background and burst related leakage. Bursts (i.e. main breaks) represent
structural pipe failures and background leaks represent the water escaping through
inadequatejoints,cracks,etc.Leakscanalsoexistinservicereservoirsandtanks(Puustetal,
2010).
Backgroundleakageistheaggregationoflossesfromallthefittingsonthenetwork.Suchleaks
aretypicallytoosmalltodetectindividually.Burstleakageoccursfromholesorfracturesinthe
networkthatcanbelocatedusingarangeofspecialistequipment.
While major bursts and gushes on the surface may be reported to water companies by the
public,its
vital
to
keep
on
top
of
other,
less
obvious
leaks.
While
the
most
visible
leaks
may
be
losingwateratahighrate,theyareusuallyreportedandrectifiedquickly.Lesserleaksmaynot
resultinsuchspectacularlossesperhour,buttheycanrunundetectedforfarlongerandoften
leadtohigheroveralllosses.
Althoughthesizeofaholemayoftenbetinyinsomecasesnolargerthanapintheextent
ofwater losses through leakage can be considerable,particularly where theygoundetected
for long periodsof time. It is these types of losses, rather than the more easily identifiable,
largescalelosses,thatposethebiggestproblemforwateroperators.
At this point, it is important to emphasise that leakage can never be eliminated. The sheer
scale of water distribution networks and the inherent difficulties in accessing pipework,
coupledwithotherfactorssuchassupplypressures,ageofpipeworkandsoilcharacteristics,
means zero leakage can never be achieved. Rather than striving to achieve zero leakage,
therefore, the main concern of water operators should be to manage leakage as closely as
possible
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2.1 What causes leakage?
Despitearaft
of
recent
replacement
and
renewal
works
using
modern
plastic
piping,
much
of
the countrys water mains are still made from iron or lead, with some dating back to the
Victorian era. Coupled with this is the high number ofjoints, fittings, interconnections and
relativelyshortpiperunsthatcharacteriseeventhemostmodernwaterdistributionnetworks,
presentingmultipleopportunitiesforleakstooccur.Thesefactors,togetherwithhighersupply
pressures,meanthatsomedegreeof leakage is inevitable.Generally, leakscanbeattributed
tofourmaincauses,namely:
Highersupplypressuressupplypressuresthatexceedtheoriginalparametersofinstalledpipework(particularlyolderpipework)cancausepipesand/orjointstoruptureorburst
Corrosionrustingofpipes,fittingsandjointssteadilyreducestheir integrity,eventuallyresultinginfailure.Causesofcorrosioncanarisefrombothwithinthepipe,suchasacidic
watersfromuplandareas,andoutsideofthepipewheretheexternalpipewallisattacked
byelements in thesoil. Inbothcases,the resultingcorrosioncanweaken thepipewall,
reducingitsabilitytowithstandthesupplypressureandleadingtoeventualfailure.
Erosionthisproblemoftenoccurswherea leakhasalreadyformed.Jetsofwaterfromtheleakcollectsandorstonesfromtheinstallationenvironmentwhichthenhitthepipe,
graduallyweakeningitandincreasingthelikelihoodofasecondaryleak
Soilcharacteristicschangesinthesoilcharacteristicsatthepointofinstallationcanhaveamaterialimpactonthepipeline.Changesintemperatureandmoisturecancausethesoil
to expandandcontract,potentially causing thepipeline tobend. Movements in the soil
canalsocausemovementofthepipelineand itsassociatedfittings, increasingtheriskof
damageandfailure
Reducingtheamountofwaterlostthroughleakagedependsonboththedistributionpressure
andtheamountoftimetakentoaddressa leak.Where lossesstemfromrelativelysmallbut
steady leaks from ajoint or fitting, such leaks can be especially hard to detect, particularly
wheretheinstallationenvironmentpreventswaterfromrisingtothesurface.
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2.2 Top-down approaches
The
objective
of
topdown
leakage
assessment
approaches
is
to
estimate
the
leakage
in
a
particularsystembyevaluatingdifferentcomponentsof theoverallwaterbalance,primarily
the water consumed for different purposes. The two main approaches used are the IWA
approach (Lambert and Hirner 2000) and the approach used by the OFWAT in the UK.
Althoughquitesimilar,therearesomedifferencesbetweenthetwoapproachesduetoslightly
differentterminologyanddefinitionsused forsomewaterbalancecomponents (Puustetal,
2010).
Despitethesimplicityofatopdowntypeleakassessment,theleakageestimateobtainedvia
this method is referred to as a crude estimate. Gathering such information helps to decide
whatthenextstepinleakagestudiesshouldbeforaparticularnetworkbutitdoesnothelpto
boundpotentialleakareas.
2.3 Bottom-up approaches
Bottomuptype leakageassessmentcanbeconsideredthesecondpartoftheauditprocess.
Thisprocedureisimplementedwhenthecompanyhasconfirmedthedatausedinthetop
downportion.It includeseveryareaofthecompanysoperation:billingrecords,distribution
system,accountingprinciplesetc.Theauditsmainpurposeistofindouttheefficiencyofthe
water distribution system and the measures needed to achieve these. Bottomup audits
requirethemostaccurateanduptodatedatapossible.
2.4 Leak detection using SCADA dataThe supervisory control and data acquisition (SCADA) system is an ideal platform for
performingtheadvancedanalysisthatpromptlyidentifiesleakagepresence.
Leakdetectionsystemsbasedonthedatacollectedfromfieldinstrumentstypicallyapplyone
oftheseleakdetectiontechniques:
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Balancing of pipeline input versus output. This leak detection technique relies on thesimplefactthatfluidmassflowintothepipelineequalstheflowoutinaleakfreepipeline.
Adifferencebetweentheinputandtheoutputsuggeststhepresenceofaleak.
Hydraulicanalysis.Measuredvaluesofflowsandpressuresarecomparedwithsimulatedvalues of the same variables, calculated by verified hydraulic models. Significant
discrepanciesmightsignalthepresenceofleaks.
Monitoringofsignalsgeneratedbyaleak.Aburstwillcauseasuddenpressuredropwhichwill create a pressure wave travelling at sonic velocity both upstream and downstream
from
the
leak.
The
location
of
the
leak
can
be
calculated
using
the
time
difference
in
detectionbythenearestsensorsoneithersideoftheleaklocation.
Hydraulic parameters trending analysis. Flow (especially minimum night flow) and/orpressuretrendscanindicatealeak.Typicallyanincreaseintheflowandadecreaseinthe
pressure,comparedtoaverageconditions,suggestnewleakshaveappeared.
Methods supporting techniques 1, 2, and 3 above are used primarily to detect and locate
burstsinwatertransmissionschemeswheremeteringaccuracyisusuallyhigh,operationsare
quitesteady,andthepresenceofnonmeteredcustomersisnegligible.However,thenegative
pressurewavetechniquepresentssomeinconveniences:itonlydetectstheinitiationofaleak
andnotitspresenceafterithasestablished. Further,falsealarmscanbetriggeredbypressure
transientsgeneratedbynoiseproducinginstallationssuchaspumps.
Methodsassociatedwithtechnique4abovearetypicallyappliedtodeterminethepresenceof
leaks within distribution networks, preferably at a districtmeteredarea (DMA) level,
integratingdatafromtheDMAinletmeterwiththeSCADAsystem.
In a typical water supply system, real losses might exist in the distribution networks and in
transmissionschemes.Therefore,itmightbenecessarytodeploymorethanoneoftheabove
mentionedleakdetectiontechniquesinordertoachievecomprehensiveleakdetection.
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2.4.1 Monitoring pressure transients
One
of
the
commonly
used
the
techniques
for
pipe
burst
detection
is
based
on
monitoring
pressuretransientsinthedistributionsystem,whichoccurafterasuddenfailure(rupture)ofa
pipe.Bymeasuringpressureatdifferent locationsataveryhighsamplingrate(e.g.2000Hz)
the propagation of the pressure transient in the network can be measured, and the burst
locationcanbeapproximated.Thetechniqueisonlyapplicableforactualbursts.Pipefailure
which develops gradually will not induce a pressure transient and will therefore not be
detectedbythistechnique.
2.4.2 Monitoring flow or pressure and flow in a LDZ
Whenflowandpressuremeasurementsarepresenttheycanbeusedforonlinemonitoring.
StephenMounceresearcheddetectiontechniquesandtestedthosetechniquesinarealwater
supplysysteminNorthYorkshire,UK.Inapracticalapplicationinasixmonthtestperiodthe
system was able to detect 7 of 18 reported bursts (11 events missed), where the system
generatedatotalof46alerts(39werenotrelatedtoactualbursts).
2.4.3 Real time modelling support
Integrationofnearrealtimehydraulicdatawithhydrauliccomputersimulationmodelsallows
utilityengineerstooperateandcontroltheir largescale,urbanwaterdistributionsystems in
real time. In conventional practice, hydraulic models are calibrated off line (USEPA, 2005),
typically using a oneweek sample of flow rate and pressure measurements within the
network.
Thereafter, uncertain system parameters (e.g., water demands and pipe roughness) are
adjusted until an acceptable match is achieved between the model outputs and physical
observations.Themainlimitationofallofflinecalibrationproceduresisthattheyapproximate
theunknownparametersusingashorttermsampleofhydraulicdata.Thecalibrationresults
mayrepresentthesystemhydraulicsduringtheshortperiodofthesamplingprocedure,but
theycannot beexpected to accurately represent thesystemconditions for the full range of
operational conditions that can occur. In principle, much more realistic predictions can be
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achieved by updating the hydraulic state estimation using continuous online hydraulic
measurementsprovidedbyasensornetworkinstalledwithinthedistributionsystem.
Severalstudieshaveproposedmethodsforassimilatingonlinemeasurements intohydraulic
state estimation models. Davidson and Bouchart (2006) proposed proportional and target
demand methods. These are two techniques for adjusting estimated demands in hydraulic
modelsofwaterdistributionnetworkstoproducesolutionsthatareconsistentwithavailable
SCADAdata.Shangetal (2006)presentedapredictorcorrectormethod, implemented inan
extendedKalmanfiltertoestimatewaterdemandswithindistributionsystems inrealtime.A
time
series
autoregressive
moving
average
model
was
used
to
predict
water
demands
based
on the estimated demands at previous steps; the forecasts were corrected using measured
nodal water heads or pipe flow rates. Although these studies were not tested against real
world cases of complicated urban water systems monitored with online sensors, they
providedamodelingframeworkandthemathematicaltoolstoenablelargerapplicationstobe
usedformorecomplexsystems.
2.5 Limitations of the leakage detection proceduresTheefficiencyofleakagedetection/locationdependsonthequalityandquantityoffielddata
collected (pressure, flow rates, GIS information such as diameter, pipe roughness, etc) and
mostly on the head losses (and consequently on the flow velocity) throughout the pipe
networksystem.
The reliability on the leakage detection and location procedure depends highly on the flow
changesduringa day time.That means that for oversizedsystems, thedetectionof leakage
pointswouldbemoredifficultandthereliabilityofferedbythealgorithmwouldbelower.The
searchingmethodsuccessisdirectlyrelatedtothetotalheadlossthataleakageiscausing
alongawatermain.Therefore,aleakagewillonlybedetectedwithahighdegreeofreliability
ifthewaterthat isbeing lost issignificantand ifpressure loggers installed inthesystemare
capableofregisteringthechangesinpressure.
Theprobability to locateminor leakages tends tobevery lowwithautomaticmethods. In
thesecasesitishighlyrecommendabletocomplementtheautomaticleakagesearchmethod
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by means of acoustic methods, even though the success of these lattermethods is very
dependentonthepipematerial.
As the leakage search method is not based on a deterministic method but on a heuristic
method (evolutionary algorithm), it does not make any assumption about the objective
functionwhichonlyconsistsofminimizingthedifferenceoftheobservedandcalculatednodal
hydraulicheadsandpipeflows.
Under high flow velocity conditions (higher head losses), the water loss detection using the
model might be affected by errors introduced into the model parameters such as pipe
roughness for instance. That is why it is important tobuild a verygood calibrated hydraulic
model.
It isnoteasytoprovidefiguresonthepercentageofsuccessortheefficiencyofthe leakage
detection/locationmethod,noteventheauthorsofthealgorithmareofferingconcretefigures
aboutitsinceitisnotanexacttechnique.
Howevertheconsultantexperienceshowsthat ifdataqualityandquantityaregoodenough,
theerrors
obtained
in
comparison
with
acoustic
methods
are
much
lower
(measured
as
distance to the real leakage), provided the water leakage is originating a head loss several
timesgreaterthantheerrorofthepressuremeters.
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3 LEAKAGE DETECTION APPROACHES
IMPLEMENTED IN AQUASAFE
The methodology being used in AQUASAFE to support leakage detection includes 3 basic
procedures:massbalanceanalysis,flowandpressuredataanalysisandmodelsimulations.
Theleakagedetectionalarmswillbeactivatedwhensomeabnormalityisdetectedinthemass
balanceanalysis (includingnight flowsanalysis),and/or in thepatternanalysisand/or in the
model/datapressurepatternsanalysis.
Regardingthemassbalancesitiscommontoobservenotfullyclosedmassbalances.Thismay
mean that consumptions nonconsidered in the mass balance are taking place or that there
still remains some minor issues of signals calibration in the SCADA system. In any case it is
necessarytotakethisfactinconsiderationinthemassbalance.
Theproposed
solution
is
to
apply
adata
pattern
analysis
to
the
mass
balance
and
to
trigger
an
alarm when the mass balance residual deviates from the expected patterns. However, this
methodwillonlyindicateifthereisapossibleleakageinthespecifiedLDZ.Inthecaseswhere
thesignals(e.g.pressureandflow)arenotproperlyfilteredbytheSCADAsystemAQUASAFE
providesasetofautomaticprocedurestocleanthesedatasets:
Mappinggapperiods:theabsenceofvalueswithinaperiodlargerthanapredefinedtime
length(ex.30min)itisassumedtobeagap;
Filtervaluesbelowaminimumandamaximumvalues;
Filtervaluesthathaveatimevariationlargerthanathreshold.Themaingoalofthisisto
filterspikes;
Filter consecutive values that have exactly the same value. It is common to observe
periodswhereconsecutivevalueswithexactlythesamevaluearerecorded;
Filternoisyperiods.Inthiscaseatimewindowisspecified,forexampleaday.Inthiscase
for each day is compute the standard deviation and the average. If the ratio standard
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deviation:ifaverageisaboveaspecifythresholdtheperiodisconsiderednoisyandthe
valuesoftheentireperiodarefilterout.
3.1 Patterns estimation
For the patterns estimation the user only needs to specify the type of pattern to compute:
daily pattern or weekly patterns or weekend / week day pattern. The methodology used
computesforeachhourofthepatterncyclechosenthemedian(orpercentile50)oftheentire
signaldataafterbeingfilter.
ThecomputedpatternscanbeuploadedtoAQUASAFEtoconfigurealarmsthataretriggered
when a specific signal (flow, pressure or mass balance) is outside of specified limits in
persistentway.The limitsaredefinedbytheuser.Thefigurebelowshowsacasewherethe
flow(blueline)iscomparewiththefollowlimits:
Upperlimit(orangeline)= pattern+20% Pattern(blackdotline) Lowerlimit(redline)=pattern20%
This kind of approach implies that, at least, the noise introduced by the leak be more
relevant that the uncertainty associated to the sensor itself. It is necessary to take in
consideration that no matter the analysis is made its accuracy depends of the quantity and
qualityofthedataavailable.Forinstancewithshortlengthrecordsitisnotpossibletoidentify
seasonalpatterns
and
we
may
be
using
awrong
pattern
in
aspecific
month
case
we
dont
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haveenough informationtoknowthattheconsumptions inthatspecificmontharedifferent
fromthepreviousone.
3.2 Mass balance
AmassbalancetoolisrunningforeachLeakageDetectionZone(LDZ).ForeachLDZtheinflows
andtheoutflowstimeseriesaremapped.Themassbalanceiscomputedonlyfortheinstants
where are valid values available in all inflow and outflows time series. For instants that are
insideatimeseriesgapthemassbalance innotcomputeandthis is instant isconsideredto
belongto
the
mass
balance
time
series
gaps.
InthefigurebelowitispresentedthemassbalancecomputedalongoneweekforoneLDZ.In
the figure theblack line represents theLDZoutflow, thebluedots represent theLDZ inflow
andthereddotsthemassbalance.
The above described approaches, when used together, have the capability to map the
probability of a leak on an area controlled by a pressure meter but they are not able to
preciselypinpointtheleaklocation.
Thecombineduseofthemodelresultsmayhelptogetamorepreciselocationoftheleak.In
this procedure the calibrated model is keep running in short periods intervals (lets say 30
minutes)andthemodelresultsarecontinuouslybeingcomparedwiththemeasureddata.In
case ofa relevantmodificationof the usual level ofagreementbetween themodeland the
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datapressurevaluesanalarmistriggeredpointingwhichsensoriscloserofthelocationofthe
identifiedanomaly.Thisimpliesafullyandtrustycalibratedmodel.
Inthecaseoftheexistenceofsomeadvanced leakagedetectionalgorithm,suchas theone
included in the Bentley Darwin Calibrator, it may be possible (depending of the network
characteristics, theaccuracyof theavailabledataand the leakagedimension) togeta close
location. This tool consists of an automatic calibration and leak detection system for water
distribution networks. It allows the speeding up of the lengthy calibration process and
detection through automatic simulation of millions of solutions, as well as identifying those
that
adjust
to
their
field
data.
Leakdetectionfunctionalityallowstheminimisationoftheeffortassociatedwithfieldworkto
identifypointswithmoreprobability,allowingworkteamstoconcentrateonlimitedareason
thefield.
Oneofthestrongaspectsofthistechnologyistoallowtheuser,inaneasyandefficientway,
toidentifythenetworksectorswiththegreatestleakprobability.Theprocessisbasedonthe
dynamic module, real information (pressure and flow) in some points of the network and a
genetic optimisation algorithm which automatically develops the leak search process. This
technology is already quite consolidated, having been applied in several complex real cases
with success, confirming their robustness in face of several types of situations
(http://www.bentley.com/enUS/Promo/New+Oil/)
3.3 Night flows analysis
Flow
and
pressure
values
in
water
distribution
networks
tend
to
be
highly
variable.
This
variability is mainly due to water consumption variability in time. Additionally there is also
somehighfrequencyvariabilityassociatedwiththelevelofaccuracyofthesensoritself.Inthe
night period the signals time variability tends to be lower and becomes easier to detect
persistentanomalieslikeleaks.AQUASAFEforeverysignaltimeseriesisabletocomputethe
averagevalueforthenightperiod.
Forexample inthecaseofthemassbalanceofaLDZthefinalresulttendtohaveapattern
type
evolution
like
the
one
present
in
the
figure
below
(red
dots)
due
to
sensors
errors
or
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uncontrolled inflow/outflows. In this case the AQUASAFE user has two ways of configure a
mass balance alarm: one way (mentioned above) is to configure the alarm considering the
deviations in relation a defined pattern; an alternative way is to configure an alarm for the
averagevalueofthemassbalanceforthenightperiod.Thismassbalanceparametertendsto
haveaconstantvalue in timeandamoresimplealarmcanbeconfigured (see figurebelow
blackdots).Inthiscasethealarmthresholdcanbeconsideredconstant.
3.4 Model results analysis
AQUASAFEcancomplementthesensorsanalysiswithmodelresults(WaterGems)forcedwith
realtimedataruninoperationalway.Themainboundaryconditionofthewaterdistribution
modelistheLDZsoutflows.Inthecaseofaleakthemodelforcedwithrealtimedatagivean
approximateimageofthewaterdistributionnetworkwithno leaks.Awayofdetectingthe
areaoftheleakintheLDZiscomparingthemodelpressureresultswiththesensorspressure
data.ThisisquiteeffectiveinLDZswherethepressuregradientisstrong.
To help AQUASAFE operator to identify more easily the areas where model results diverge
more from the measure data the pressure differences are normalized. For each LDZ the
differencebetweenthemeasuredandmodelresultsiscomputedinallpressuresensors.This
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parameter isnormalizedusingtheminimumandmaximumdifferencesoccurring intheLDZ.
The final parameter is a percentage where 100% corresponds to higher pressure difference
occurringinaninstantand0%theminimum.
The figure below exemplifies the method for a virtual case where WaterGems was used to
simulate a leak in point Emit 03 and compare these results with a situation without a leak.
Bothmodelssolutionwherecomparedandtheparameterdescribedabovewascomputein7
points(FNB1toFNB7LDZoutflowpoints).Thefiguresshowsthebiggerpressuredifferences
are located inthemonitoringpointsdownstreamofthe leakasexpected fromthehydraulic
point
of
view.
3.5 Critical segment analysis and operation modelling
Besides
the
evaluation
of
the
occurrence
of
a
leak
in
the
network,
AQUASAFE
leakage
detection system may include complementary analysis tools that may help to maintain a
continuous awareness of the more critical areas. Some hydraulic models such as Bentley
WaterGemsincludeanalysistoolsthatallowtheidentificationofcrucialelementsinthewater
distributioninfrastructureandtheevaluationoftheassociatedfailurerisk.Theseanalysistools
include the consideration of the network pressure distribution (higher pressure areas have
moreprobabilityoffailure),theageandmaterialofthepipesandthehistoryofleaksineach
area.
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This information may also be used to adopt improved operational controls based on rules,
variable velocity (VSP) pumping and the dependent pressure consumption (PDD), that
minimiseenergyconsumptionandimprovesystemperformance.
3.6 Overall AQUASAFE LDS analysis
The main objective of LDS project is to set up a system capable to maintain a continuous
monitoringoverthenetwork inordertodetectinpropertimetheoccurrenceofaleakagein
thenetwork.TheLDSincludesthreemaincomponents:
Areal
time
data
acquisition
system
supported
by
the
SCADA;
AnetworkhydraulicmodelbasedonBentleyWaterGEMS;
AninformationtechnologyplatformbasedonAQUASAFE.
AllthedatacollectedbytheSCADAsensorsandmodelresultsconvergeinAQUASAFEplatform
which is maintaining a continuous data analysis in order to detect any anomaly that may
indicate the probability of a leakage occurrence. The accuracy in what respects the leakage
volumeandlocationdependoftheavailabilityandqualityofthedatabut,nomattertheinitial
level of success, it is proved that this type of systems are continuously improving as the
knowledgeaboutthenetworkitselfalsoimproves.
The general AQUASAFE Screen overview shows the status of all Leakage Detection
Zonesidentifyingifthereistheprobabilityofleak.BasicallyforeachLDZacolorbased
onthemassbalancealarmlevelindicatesthepresentstatus:
greynodataavailablefromSCADAatthetime
0/blue
no
leak
detected
1/orangeapossibleleakmaybeoccurring
2/redleakdetected
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AmapzoomintoLDZ4:
Incaseoftheidentificationofaleakduetoanabnormalmassbalanceitispossibleto
askforthemostprobable locationofthe leak. Inthefollowingexamplea leakalarm
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caused by opening a discharge valve was simulated. As the mass balance alarm was
triggered,
the
LDZ
polygon
became
red
and
the
alarm
value
(2)
was
registered
on
the
righttable.Incaseofnodataavailableonrealtime,theLDZpolygonbecomegrey,and
novalueisdisplayedontherighttable,asshowninthefollowingfigues.
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ForeachLDZadetailedworkspaceshowingthetransmissionmainsmapwithSCADA
signals
geo
located,
the
SCADA
filtered
signals
chart
and
the
mass
balance
alarms
table
andchartisalsoavailable.Incaseofamassbalancealarm,theLeakLocatortoolcan
beusedtolocatetheleak,asexemplifiedonthefollowingfigures.
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3.7 Leak Location accuracy
A
leak
test
performed
in
Muscat
network
by
means
of
opening
a
discharge
valve
identifiedonthenextmapwasperformedinordertoassessthepotentialaccuracyof
theleakagedetectionmethodsimplementedinAQUASAFE.
InthistesttheSCADAsignalsthatwerebeingcollectedonrealtimewerefilteredby
AQUASAFE.Assoonastheanomalyinthemassbalancewasdetectedamassbalance
alarm was triggered showing the water loss volume, as shown on the next chart
images
Immediatelytheleaklocatortoolwasactivatedandtheleaklocationwasidentifiedas
exemplifiedin
the
following
figure.
Discharge
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In thiscase the leakwas located withanaccuracyof2.2% in distanceand0.37 % in
volumeasdepictedinthefollowingtables:
Locationaccuracy:
ReallocationoftheDischargevalve LeakLocationPredictedDistance
Error(m)
%Error(DistanceError/Distance
betweenthe
measuring
points)
Longitude
Latitude
Longitude
Latitude
58.14430706 23.58335657 58.14346629 23.58239414 137 2.2%
(coordinatesonWGS84referencesystemEPSG4326)
WaterLossaccuracy:
LeakVolumePredicted(m3/h) 59.40
Date RealWaterLoss(m3/h) %Error
7311310:10AM 59.66 0.45%
7311310:20AM 59.50 0.17%
7311310:30AM 59.25 0.25%
7311310:40AM 59.17 0.37%
Finally the output of the AQUASAFE Leak Locator can be exported to a report as
presentedonthefollowingfigure.
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Date:
Leakdetecteddetails:LeakDetectionZone:LeakSize: m3/hPipeDiameter: mmLocation: LAT
(WGS84) LONG
PublicAuthorityforElectricity&Water MuscatWaterSupplySystem,Oman Aquasafe LeakDetectionSystemAutomaticReport.
LEAKDETECTIONREPORT
LEAKLOCATIONMAP
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4 SYSTEM IMPLEMENTATION. GETTING STARTED
4.1 Installing the Setup
The installation of AQUASAFE Client has no specific requirements; just go to the
addresshttp://rusyalreservoir/AquaSafeInstaller/index.htmwheretheAquasafeClient
is
available.
Click
Install
and
then
Next
until
the
installation
process
is
complete.
4.2 Technical support
AQUASAFEsupportquestionsmaybesentviaemailto:[email protected]
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5 MAIN WINDOW
Main window of AQUASAFE Client is composed by icons menu in the upper right
corner and a bar where the workspaces are placed (central bar at top). The main
available icons on the AQUASAFE platform are described in Table 1. The Server
Configurationmenuisonlyavailabletouserswithadministratorprivileges.
Table1:MainmenusavailableontheAQUASAFEplatform
Design Type of Menu
Show/Hide Workspaces List(allows to make visible or hide the list of available workspaces)
Add Gadgets to Workspace (allows to add new functionalities to aworkspace such as map or graph views, activate alarms and reports,
etc.)
Server configuration (allows to manage user accounts, create distributionlists, create reports and alarms, add new data sources, etc. only available
for accounts with administrator privileges)
Manage Workspaces (allows to create new workspaces or modify theexisting ones)
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6 ADMINISTRATION MENU
TheServerConfigurationwindowenablestheusertomanage theAQUASAFEserver
features.Thesefeaturesaregroupedinfourcategories:i)Usersmanagement,ii)Base,
iii)Sourcesandiv)Reports.
Thiswindowisacessedtroughtheicon intheMainWindow.
TheUsersManager controls allow creating new accounts, attributing workspaces to
users,managingtheworkspacesandcreatingdistributionlists.
TheBasemanagementcontrols allowaccess to the systemconfiguration in terms of
themonitoringstations,parametersandmodelsmanagedbytheplatform.
TheSourcesmanagementcontrolsofprovidesaccesstothedatasourcesandtotheir
configurationincludingthesetupofalarmsandmanagethediskspace.
Finally the Reports management controls allow the configuration of automated
reports.
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6.1 Users Management Controls
6.1.1 User Accounts
To add a new user account or manage an existing account select the appropriate
option in the Administration Controls window ( ) and fulfil the information
requestedonthescreen.
At this dialog it may be set or modified the username, the password, the role
(administrator,
power
user,
user),
the
contacts
(email
and
phone
number),
the
language (PTorEN)and theTime Zone (UTC orMuscat). There isalso theoption to
blocktheuser.
ToaddanewuserclickontheAddbutton.Foreditordeleteanexistinguser,pointto
thatuserinthepanel.Onceitselecteditwillappeartwobuttons:oneforedit(pencil)
andanotherfordelete(cross).
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6.1.2 User Workspaces
Inorder
to
distribute
workspaces
by
the
different
users
select
the
User
Workspaces
option . In this dialog it can be viewed the workspaces used by each user and
remove or attribute existing workspaces to each user.Todo this select the required
workspaceandusethepenontherightsidetoeditthepermissions.
6.1.3 Manage Workspaces
ToeditordeleteworkspacesselecttheoptionWorkspacesManager .Byselecting
the required Workspace it will appear on the right side the option edit (pen) and
delete(trash).
6.1.4 Distribution Lists
Thiscontrol
allows
the
creation
of
distribution
lists
by
grouping
several
different
users
to which specific information (reports, alerts, etc.) should be sent automatically. To
create a distribution list selected the appropriate option ( ) in the Users Controls
anddothefollowingactions(seesequenceofactionsbellow):
provideanameandadescription,
selecttheuserstowhichyouwantdistributetheinformation,
provide
other
contacts
(beyond
users)
to
which
you
want
distribute
the
information
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6.1.5 Graphs Management
Managinggraphs
in
AQUASAFE
means
basically
to
make
available
aset
of
templates
that may later be used to produce reports. This option is usually very useful if it is
intendedtoproducesomegoodlookingreports.
Thewaytousethisoption isverysimple.StarttocreateaReportTemplatethat it is
intendedtobeusedandloadittotheAQUASAFEplatformusingthedialogthatwillbe
displayedwhenselectedthecontrolCharts intheUsersControlssection.
Loadachart
template
into
AQUASAFE
server
6.2 Base controls
6.2.1 System
TheSystemcontrol ( )is intendedtoabletogather inonesingleserverapplication
differentnetworksystems.Ifthereisjustonesystemtomanagethiscontrolisnottoo
much
relevant
but
if
there
is
more
than
one
independent
systems
to
manage
this
controlassumesagreatimportance.
Thesifferentsystemscanbelinkedinatreeformatinawaythatonesystemmayhave
othersystemsinside.
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Toaddanewsubsystemjustclickthepluissigninfrontofanexistingone.Theremain
featuresarecommontotheothercontrols:add(pen)ordelete(trash).
Introducinganew
system.
Provide
aname
and
adescription.
6.2.2 Monitoring Stations
TheMonitoringStationscontrol( )isintendedtoenableuserstoaddormanagethe
points where there is data available to manage within AQUASAFE. By selecting this
controlamapwillbedisplayedshowingthelocationofthepointswherethereisdata
available.Thisdialogalsoenablestheuserstoaddnewmonitoringstations, importa
list of monitoring stations from a csv file or export the existent list in the same csv
formatorkmlformat.
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MonitoringStationsdialog
Casetheuser intendstoaddoreditanewMonitoringStationhe/sheshouldusethe
appropriate option on the left top of the window to add or the pen icon that will
appearwhenpoitingtothestationnameandfulfiltherequiredinformation.
MonitoringStationsrequiredinformation.Thesamplingcodeisimportantonceitis
troughthiscodethatitismadethelinktotheSCADAsystem.
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6.2.3 Parameters
TheParameters
control
( )
has
asimilar
purpose
of
the
Monitoring
Stations
control
in this case for the Parameters recognized by the system. Similar Add, Import and
Exportactionsareavailable.
Parametersdialog
Foreachparameteritispossibletoenterasetofconversionrulesfordifferentunits.
This option is very useful when importingdata from different providers that may be
recorded also in different units. For example in the above shown dialog the velocity
maybeimportedinm/sorkm/honcearuleforconvertingm/sinkm/hwasprovided.
Whenadding
anew
parameter
the
displayed
dialog
presents
this
option
allowing
the
usertodefineanynumberofconversionrules.
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Addinganewparameter
6.3 Sources Controls
6.3.1 Alarms
CreatinganAlarmbasicallymeanstodefineasetofrulesthat, ifmet,will firesome
action(sendingawarningtotheoperatorscreenoranEmailforalistofusers,createa
report,etc.).TheAlarmsarealwayssetuponanexistingdataseries.
Top set up an Alarm, selected the appropriate Alarm option ( ) on the Sources
controlsarea.
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AlarmsDialog.Throughthisscreenitispossibletomodifytheexistingalarmsorcreate
newones
NewAlarmdefinition.Starttoprovideanameanddescription.
Providethe
limits
to
trigger
the
alarm.
Constant
values
or
variable
time
values
(time
series)maybeused.Anynumberofalarmlevelscanbedefinedbyrepeatingthe
processofdefininganewalarmlevel.
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ExampleofanAlarmdefinitionconsidering3differentlevels.
Oncedefinedthevaluestowhichthealarmwillbetriggereditwillbenecessaryto
providethenameofthetimeseriesuponwhichthealarmwillworkandtheminimum
timelengthduringwhichtheeventmustpersisttotriggerthealarm.Theobjectivehere
istoavoidfalsealarmsduetodataspikes
6.4 Reports Controls
The
reporting
configuration
and
publication
process
involves
four
phases:
1) CreateaTemplate;2) DefinetheReportcontent;3) Selectapublishermedia;4) PublishtheReport.The first step it will be to imported an existing template using the control Report
Template.A
Template
may
be
an
empty
Excel
sheet
for
instance
(it
will
act
as
amedia
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where to write). After loaded the template it will be necessary to create the report
itself
using
the
control
Reports.
For
example
if
the
required
report
is
an
Excel
file,
this
step involves the definition of therowand columnwhere the reportwillstart to be
written,thedatasourcesspecificationandthegraphslocation.Thisconfigurationstep
dependsonthetypeoftemplateimportedintothesystem.
Instep3itwillbedefinedthekindofmediatroughwhichtheReportwillbepublished.
ItmaybeviaEmail,ftp,etc..
Finally,
the
last
step,
it
will
be
effectively
publish
the
Report.
This
step
involves
the
definition of publishing schedule (e.g., daily, weekly, monthly, etc..) and the
specificationoftheusersforwhichthereportshouldbesent.
Thenwepresentthemostimportantwindowsinminutesstepinvolvedthecreationof
yourreport,i.e.,sincethetemplatetopublication.
6.4.1 Report Template
ThiscontrolallowsimportingExcelandWordtemplates.ATemplatemaybeanempty
Excel sheet for instance and it will be used later to specify where to write the data,
wheretoputthegraphics,etc..
To import a report template choose this option on the Administration Controls
Window.SelectingAddTemplateoptionitwillbedisplayedaconfigurationmenuthat
introducesthe
sequence
that
is
summarized
below.
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Add,EditorDeleteatemplate
Browsethetemplatelocation
6.4.2 Reports
ThiscontrolisrequiredtoeffectivelycreatetheReport.Itrwillbeherewheretheuser
willdefinethedatasourcestousetoproduceit.Thesequencestartswiththechoice
of a report template (previously imported to the system in the previous step) and
followsthesequenceshowedinthefiguresbellow:
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AddanewReport
GiveitaNameandaDescription
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Chooseatemplatetype
Chooseanexistingtemplate
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ChooseTime
Series
based
on
which
the
report
will
be
produced
DefinetheSheetandCellwherethereportwillstarttobewritten.Usetheformat
providedintheexample.
6.4.3 Report Publishers
OncecreatedtheReportthenextstepwillbetodefinethedetailsofthemediafrom
where
it
may
be
distributed
(if
not
yet
defined).
Presently
the
options
are
Email,
ftp
or
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ina localfolder(usuallyforthecaseswherethere isnoftpormailserviceavailable).
To
choose
the
publisher
media
select
the
option
Report
Publishers
on
the
AdministrationControlswindow.
Create(upperoptions),Edit(pen)ordelete(trash)themediatopublishthereports
(Folder,EmailorFtp)
FolderOption.Inthiscasealocalfolderisselecttostorethereports.Itisnecessaryto
defineafolderlocationandprovideanameandadescriptionforidentification
purposes.
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EmailOption.Inthiscaseitisnecessarytospecifythedetailsofthemailservicetouse:
SMTPhost,port,usernameandpasswordofauserwithpermissionstousetheservice.
Aftercreationyoumaytesttheservicebysendingatestmessagetoatestrecipient.
FTPOption.InthiscaseitisnecessarytospecifythedetailsoftheFTPservicetouse:
FTPhost,
folder,
username
and
password
of
auser
with
permissions
to
use
the
service.
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6.4.4 Report Publication
Thefinal
stage
of
creating
aReport
is
to
give
the
order
to
distribute
it
to
the
selected
users (Email)orput itavailableon theFTPorselected forder.Todo thischoose the
publishermediaselecttheoptionReportPublicationsontheAdministrationControls
window.StarttoAddthemediaservicetouse(oneoftheavailable inthepublishers
previouslycreted),thendefineascheduletosendthereportthereporttopublish(one
of those previously created in the Reports creation option) and finally select the
distributionlist(onlyapplicableinthecaseofEmail).
Theschedulingmaybedonebytime(publishthereportatprescribedtime intervals)
orbyevent(publishthereporteverytimeadefinedeventoccurs).Inthecaseofatime
basepublicationthereisthepossibilitytochooseacontinuousregularpublication(for
exampleeverydayoreveryweekatadefinedtime)orafixedtimepublication.
Selectthepublicationmedia(inthisexampleEmail).
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The definition of the time intervalbetweenaregular publication isdefined trougha
Cron
Expression.
This
expression
has
a
non
friendly
format
and
in
case
of
doubt
how
to
use it there is the option to use the site http://cronmaker.com/ to create it. An
exampleofacronexpression isforinstance00121/2*?*.Thismeanstopublisha
report every two days (1/2) at 12:00. If you would like for instance to publish the
reporteverySaturdayat11:00itwouldlooklikeas0011?*SAT*.
Youmayalsoprescribethetime lagto include inthereportboth inwhatregardsthe
hindcastperiodandtheforecastperiod.
Schedulethepublication
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Selectthe
report
to
publish
Selectadistributionlist.Casethereisnotoneavailable(asitisthecase)itwillbe
necessarytogobacktotheUserscontrolsandcreateadistributionlistusingthe
DistributionListscontrol.
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7 OPERATION MENU
TheOperationMenuitisinpracticethedaytodayinterfacewiththeplatformandit
wasthoughtobeasmuchsimpleaspossible inordertoprovideasmoothandeasy
operation.
Thesystem isbasedontheconceptofworkspacesthatcanbebuiltbytheuser itself
andthensharedamongseveralusers.Bythiswayeachusermayhavehis/herpersonal
interfacegatheringtheinformationinwhichhe/sheisinterested.
The Operation Menu is acessed trough the icon in the Main Window and it
includesseveralcontrolsthataregroupedintwomaingroups:DataandAlarms.Asthe
namesugeststhefirstgroup isfocused inDataviewingandthesecond intheAlarms
viewing.
Thedifferenttasks(DataorAlarmviewing)maythenbegrouped inworkspacesthat
maybevisibleorhiddeninthemainwindowtopribbon.
Tovieworhidetheexistingworkspacesusetheicon intheMainWindow.
7.1 Creating a new workspace
InordertocreateanewworkspaceusetheAddGadgets optionandselectoneof
theavailableoptions (Charts,Maps,Reports, Images,Alarms).Nomatter thekindof
featureisintendedtobeaddedtothatworkspacetheprocessisalwayssimilar.Inthe
followingchaptersitwillbeshownhowtoaddfeaturestoaworkspaceandthansave
itforlateruseortosharewithotherusers.
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Availableoperationcontrols(DataandAlarms)toaddfeaturestoaworkspace.
7.1.1 Add a Line Chart
WhenaLineChartisaskeditappearsonthescreenanemptychartwithatoolboxin
thetop
.
Linechartfeature
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Thenextactionwillbetodefinethedatatodisplayinthischart.Todothisusetheedit
(pencil)
option
and
the
following
dialog
will
appear:
Selecta time series todrawand the time span (hindcastandforecast) to represent.
When clicking select time series in thefirstdialogwindow itwillopena secondone
listingallthedataseriesavailabletodraw.Anynumberoftimeseriesmaybeselected
andrepresentedtogether.
Onceselected, thecolorof thedifferent timeseries to representmaybechangedby
clickinguponthecoloronthescreen
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Thegraph coloror characteristicsmaybe changed atany time using the edit (pen)
option
TheremainingGraphfeaturesavailablearethoseaccessiblethroughthetoptoolsbar
EditZoom/fitto
thewindow
Showvalues
asaTable
Browsefora
charttemplate
Case you select the Show Values as a Table option a new top options bar will be
available and clicking on the second icon the values may be direcly
exportedinXLSformat.
7.1.2 Add a Map
This control enables the user to add maps to its workspaces. Maps are added by
selectingtheoptionData/Maps intheUserControlspanel(selectAddGadgets
optioninthemainwindow).
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Inanewwindow (similar to theonebellow)amenu isavailable.Thismenuenables
theadditionofanewmapforrepresentation.Toconfigurethenewmap,theoption
ConfigureMapmustbechosen.
ByclickingtheConfigureMapbutton,anewmenu,similartotheonebellow,appears.
Theavailablefieldinthismenuare:
Hindcast: enables the user to go back in time until the date/time when hewants
to
see
the
data;
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Forecast:enablestheusertogo forward intimeuntilthedate/timewhenhewants
to
see
the
data;
RealTime:TimewindowwillbeconstantlymovingusingHincastandForecastdatestodefineatimewindowrelativetothepresenttime;
SelectLayers: enables the user to access the layers that can be visualized asmaps;
Select monitoring stations: Enables the user to access the location ofmonitoringstationsandrepresentthemoveramap;
SelectAlarms:EnablestheusertoaccesstheavailableAlarms;
Pan,ZoomandZoomFitoptions,intheMapsgadget,enablethemanipulationbythe
userofthemaps.Iftheuserwantstosaveaspecificviewsetting,hemustselectSave
andchooseaname(ViewName),selectSharedViewifhewantstoshareitwithother
usersandleaveashortdescriptioninViewDescription.
IfmorethanoneMapsgadget isneeded intheWorkspace,thepreviousllydescribed
stepsmustberepeated.DifferentMapswindowsmayhavedifferentconfigurations.
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7.1.3 Ask for a Log Viewer
Inorder
to
view
the
logs
of
all
the
executions
(model
runs,
data
downloading,
etc.),
go
to theAddGadgets menu and select the Execution logs option. A window will
appearwithalltheavailabledatasources.SelectthedesireddatasourceandclickOK.
You can also assign a name and activate the Showonly failedexecutions option,
showingonlythoseexecutionsthatfailed.ClickOK,andanewwindowwillappearon
therighthandpanelshowing3typesoferrors(Preparation,ExecutionandStorage),
while the lefthand panel will show the respective data sources.Preparation errors
include all types of downloading of files needed for the models to run within the
system. Execution errors refer to numerical errors associated with the models
themselves,whileStorageerrorsrefertostorageoftheresultsinthedatabase.
Ifyouwishtoexporttheerrorslist,clicktheiconthatappearsontheupperlefthand
cornerandthenassignanameandclickSave.Theerrors listcanonlybeexported in
Excel(.xls)format.
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8 REFERENCES
AlmandozJ.;Cabrera,E.;Arregui,F.;CabreraJr.,E.&CobachoR.,2005,LeakageAssessment
Through Water Distribution Network Simulation, ASCE J. of Water Resour. Plan. Manage.
131(6).
AWWA,2003,BasicScienceConceptsandAplications,PrinciplesandPracticesofWaterSupply
Operations,3rd
ed,
Denver,
CO
AWWA,2003,ApplyingWorldwideBMPsinWaterLossControl,J.ofAWWA,Jun.,6579.
Davidson,J.W.&Bouchart,F.J.C.,2006.AdjustingNodalDemandsinSCADAConstrainedReal
TimeWaterDistributionNetworkModels.Jour.HydraulicEngrg.,132:1:102.
Lambert,A.andHirner,W.,2000.Lossesfromwatersupplysystems:Standardterminologyand
recommendedperformancemeasures.Availablefrom:www.iwahq.org
Lambert A, 2002. International report on water loss management and techniques. Water
ScienceandTechnology:WaterSupply,Vol2No4pp120.
Lambert,A.&McKenzie,R.D.,2002,PracticalExperience inUsingtheInfrastructureLeakage
Index,Proc.ofIWAConferenceinLeakageManagement,Lemesos,Cyprus,Nov.,2002.
Lambert A, 2003.Assessing non revenue water and its components: apractical approach.
Water21magazine
(www.iwapublishing.com/
Lambert, A. & Fantozzi, M., 2005, Recent advances in calculating economic intervention
frequencyfor active leakage control, and implicationsfor calculation of economic leakage
levels,WaterSupply,Vol5No6pp263271,IWAPublishing.
MounceS.R.,MounceR.B.&BoxallJ.B.,2006,Noveltydetectionfortimeseriesdataanalysis
inwaterdistributionsystemsusingsupportvectormachines, JournalofHydroinformaticsVol
13No4pp672686,IWAPublishing2011doi:10.2166/hydro.2010.144
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International Water Association (IWA), 2000, Losses from Water Supply System: Standard
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London.
Puust, R. , Kapelan, Z. , Savic, D. A. and Koppel, T., 2010,A review ofmethodsfor leakage
managementinpipenetworks,UrbanWaterJournal,7:1,2545.
Shang,F.;Uber,J.;vanBloemenWaanders,B.;Boccelli,D.;&Janke,R.,2006,RealTimeWater
DemandEstimation inWaterDistributionSystem.Proc.WDSA06(WaterDistributionSystems
AnalysisSymposium),Cincinnati.
Thornton,J.,2002,Waterlosscontrolmanual.NewYork,McGrawHill.
USEPA,2005,WaterDistributionSystemAnalysis:FieldStudies,ModelingandManagement.A
ReferenceGuideforUtilities.WaterSupplyandWaterResourcesDiv.,Cincinnati.
Walski,T.M.,Bezts,W.,Posluszny,E.T.,Weir,M.andWhitman,B.E.,2006,ModelingLeakage
ReductionthroughPressureControl,JAWWA,98:4,p.147155.
Wu, Z. & Sage, P., 2006,Water Loss Detection via GeneticAlgorithm Optimizationbased
ModelCalibration, ASCE 8th Annual International Symposium on Water Distribution System
Ananlysis,Cincinnati,Ohio,August2730.