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Comparison of Modeling Solutions in ICM for RDII Simulation Preliminary Pilot Study Using DeKalb Sewershed Model HELEN LU, NANCY SCHULTZ, REGGIE ROWE JACOBS 1

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Page 1: Comparison of Modeling Solutions in ICMfor RDIISimulation · 2018-07-27 · Outline Introduction of Rainfall Derived Inflow/Infiltration (RDII) RDII simulation challenges ICM model

Comparison of Modeling Solutions in ICM for RDII SimulationPreliminary Pilot Study Using DeKalb Sewershed Model

HELEN LU, NANCY SCHULTZ, REGGIE ROWE

JACOBS

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Page 2: Comparison of Modeling Solutions in ICMfor RDIISimulation · 2018-07-27 · Outline Introduction of Rainfall Derived Inflow/Infiltration (RDII) RDII simulation challenges ICM model

Outline Introduction of Rainfall Derived Inflow/Infiltration (RDII)

RDII simulation challenges

ICM model solutions for RDII simulation

Pilot study by using one sewershed model in DeKalb System

Summary and discussion

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Page 3: Comparison of Modeling Solutions in ICMfor RDIISimulation · 2018-07-27 · Outline Introduction of Rainfall Derived Inflow/Infiltration (RDII) RDII simulation challenges ICM model

Definition of Rainfall Derived Infiltration and Inflow (RDII)

Source: EPA SSOAP Tool Box

Extraneous flows, both inflow and infiltration, derived from rainfall. RDII typically includes the fast response component (inflow) and the slow response component (infiltration).

Page 4: Comparison of Modeling Solutions in ICMfor RDIISimulation · 2018-07-27 · Outline Introduction of Rainfall Derived Inflow/Infiltration (RDII) RDII simulation challenges ICM model

RDII Simulation Challenges

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Page 5: Comparison of Modeling Solutions in ICMfor RDIISimulation · 2018-07-27 · Outline Introduction of Rainfall Derived Inflow/Infiltration (RDII) RDII simulation challenges ICM model

ChallengesUncertainties:Source of the RDIIRDII response to various storm eventsOther factors

Complexity

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Page 6: Comparison of Modeling Solutions in ICMfor RDIISimulation · 2018-07-27 · Outline Introduction of Rainfall Derived Inflow/Infiltration (RDII) RDII simulation challenges ICM model

RDII Sources

EPA Sanitary Sewer Analysis and Planning Toolbox

Page 7: Comparison of Modeling Solutions in ICMfor RDIISimulation · 2018-07-27 · Outline Introduction of Rainfall Derived Inflow/Infiltration (RDII) RDII simulation challenges ICM model

Antecedent Moisture Conditions

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Page 8: Comparison of Modeling Solutions in ICMfor RDIISimulation · 2018-07-27 · Outline Introduction of Rainfall Derived Inflow/Infiltration (RDII) RDII simulation challenges ICM model

Other Uncertainties System pipe connectivities

Real time system performance and operation: moving solids, pump operation….

Flow data: Data Qualities

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Page 9: Comparison of Modeling Solutions in ICMfor RDIISimulation · 2018-07-27 · Outline Introduction of Rainfall Derived Inflow/Infiltration (RDII) RDII simulation challenges ICM model

Tools for RDII Analysis SSOAP ToolboxUSEPA DevelopedCRADA with CDM

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Important to know your flow data!

Page 10: Comparison of Modeling Solutions in ICMfor RDIISimulation · 2018-07-27 · Outline Introduction of Rainfall Derived Inflow/Infiltration (RDII) RDII simulation challenges ICM model

Complicated Process:How RDII flow gets to the sewer…..

Routing

Volume

Source: “Infowork ICM user help, Innovyze”

Sewer Pipe

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Overland

Below Ground

Page 11: Comparison of Modeling Solutions in ICMfor RDIISimulation · 2018-07-27 · Outline Introduction of Rainfall Derived Inflow/Infiltration (RDII) RDII simulation challenges ICM model

ICM Model Solutions for RDIISimulation

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Page 12: Comparison of Modeling Solutions in ICMfor RDIISimulation · 2018-07-27 · Outline Introduction of Rainfall Derived Inflow/Infiltration (RDII) RDII simulation challenges ICM model

RDIIModelingWEFFact Sheet notes the challenges and highlights the key considerations related to RDIIsimulation

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Page 13: Comparison of Modeling Solutions in ICMfor RDIISimulation · 2018-07-27 · Outline Introduction of Rainfall Derived Inflow/Infiltration (RDII) RDII simulation challenges ICM model

ICM Model Solutions for RDIITriangular Unit Hydrograph: RTK

Hydrologic (surface runoff) models: volume and routing

Ground/Groundwater Infiltration Model (GIM)

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Page 14: Comparison of Modeling Solutions in ICMfor RDIISimulation · 2018-07-27 · Outline Introduction of Rainfall Derived Inflow/Infiltration (RDII) RDII simulation challenges ICM model

Triangular Unit Hydrograph: RTK

14 Source: EPA Sanitary Sewer Analysis and Planning Toolbox

R-Values: % of runoff volume that

enters sewer system

Page 15: Comparison of Modeling Solutions in ICMfor RDIISimulation · 2018-07-27 · Outline Introduction of Rainfall Derived Inflow/Infiltration (RDII) RDII simulation challenges ICM model

Initial Abstractions and Monthly RTK

Since we want to use 1 set of RTKs, other parameters for those events need to be adjusted Initial abstraction parameters: storage

available for the runoff/infiltration from the rainfall before it reaches the sanitary sewer system. This storage can be due to soil conditions, topography or ponds etc. which would store the flow until its capacity is reached.

Monthly varied RTK to represent the seasonal variation

Rain.5”

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Page 16: Comparison of Modeling Solutions in ICMfor RDIISimulation · 2018-07-27 · Outline Introduction of Rainfall Derived Inflow/Infiltration (RDII) RDII simulation challenges ICM model

Good News…

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Page 17: Comparison of Modeling Solutions in ICMfor RDIISimulation · 2018-07-27 · Outline Introduction of Rainfall Derived Inflow/Infiltration (RDII) RDII simulation challenges ICM model

Runoff Models: Volume +Routing

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LOST

Page 18: Comparison of Modeling Solutions in ICMfor RDIISimulation · 2018-07-27 · Outline Introduction of Rainfall Derived Inflow/Infiltration (RDII) RDII simulation challenges ICM model

GIM focus on the limitations of existing overland runoff models on slow response simulation

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Source: http://blog.innovyze.com/2015/10/27/groundwater-infiltration-module-in-infoworks-icm-and-legacy-cs/

Runoff Models

GIM model

Page 19: Comparison of Modeling Solutions in ICMfor RDIISimulation · 2018-07-27 · Outline Introduction of Rainfall Derived Inflow/Infiltration (RDII) RDII simulation challenges ICM model

GIM Flow Schematic

LOSS TO BASEFLOW

(LOSSES FROM GROUNDWATER STOREDO NOT ENTER DRAINAGE NETWORK)

GROUNDWATER INFLOW TO SEWER NETWORKGROUND STORE INFLOW

SOIL STORE INFLOW

SOIL STORE DEPTH

GROUND STORE LEVEL

INFILTRATION TO GROUND STORE

INFILTRATION TO SOIL STORE Below Ground

Page 20: Comparison of Modeling Solutions in ICMfor RDIISimulation · 2018-07-27 · Outline Introduction of Rainfall Derived Inflow/Infiltration (RDII) RDII simulation challenges ICM model

GWI Model SetupGood article from Innovyze online Blog:

//blog.innovyze.com/2015/10/27/groundwater-infiltration-module-in-infoworks-icm-and-legacy-cs/

Over 12 parameters, but can be simplified by focusing on the major parameters

Require both GIM subcatchment parameters and Groundwater infiltration event

Need runoff model for direct inflow (fast responses)

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Page 21: Comparison of Modeling Solutions in ICMfor RDIISimulation · 2018-07-27 · Outline Introduction of Rainfall Derived Inflow/Infiltration (RDII) RDII simulation challenges ICM model

GIM Subcatchment Parameters

LOSS TO BASEFLOW

(LOSSES FROM GROUNDWATER STOREDO NOT ENTER DRAINAGE NETWORK)

GROUNDWATER INFLOW TO SEWER NETWORKGROUND STORE INFLOW

SOIL STORE INFLOW

SOIL STORE DEPTH

GROUND STORE LEVEL

INFILTRATION TO GROUND STORE

INFILTRATION TO SOIL STORE

Percolation Parameters

Baseflow Parameters

Infiltration Parameters

Page 22: Comparison of Modeling Solutions in ICMfor RDIISimulation · 2018-07-27 · Outline Introduction of Rainfall Derived Inflow/Infiltration (RDII) RDII simulation challenges ICM model

A Long Journey……

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Page 23: Comparison of Modeling Solutions in ICMfor RDIISimulation · 2018-07-27 · Outline Introduction of Rainfall Derived Inflow/Infiltration (RDII) RDII simulation challenges ICM model

A Quick SummaryTriangular Unit Hydrograph: RTK Widely used Empirical approach (forced curve)

Hydrologic (surface runoff) models: volume and routing Conceptualize the RDII responses as surface runoff inputs Limitation to represent slow response

Ground/Groundwater Infiltration Model (GIM) “complicated”, 12+ parameters, but can be simplified Very effective to simulate inter-event impacts due to antecedent moisture

conditions or a highly attenuated response to rainfall (long tail) Need to combine with a runoff model for direct inflow (fast response)

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Page 24: Comparison of Modeling Solutions in ICMfor RDIISimulation · 2018-07-27 · Outline Introduction of Rainfall Derived Inflow/Infiltration (RDII) RDII simulation challenges ICM model

DeKalb Sewershed Model Pilot Study

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Page 25: Comparison of Modeling Solutions in ICMfor RDIISimulation · 2018-07-27 · Outline Introduction of Rainfall Derived Inflow/Infiltration (RDII) RDII simulation challenges ICM model

DeKalb Pilot Study : Cobb Fowler Creek Sewershed Model

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Page 26: Comparison of Modeling Solutions in ICMfor RDIISimulation · 2018-07-27 · Outline Introduction of Rainfall Derived Inflow/Infiltration (RDII) RDII simulation challenges ICM model

ApproachesCompare three model solutions for RDII simulation Fixed percentage runoff + New UK PR, proposed per model protocol

developed in earlier model studies by others RTK GIM + fixed percentage runoff model

Storm Events: Historical event: April 6, 2014, large storm (close to 1 year 24 hour) during

dry period Flow monitoring from January to June of 2015 (wet Period) January 4, 2015, largest storm (still less than 1 year 24 hour) captured during the flow

monitoring April 6 to 21, 2015, multiple small storm events (less than 1 year 24 hour) in the wettest month

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On-going study, preliminary results for discussion only

Page 27: Comparison of Modeling Solutions in ICMfor RDIISimulation · 2018-07-27 · Outline Introduction of Rainfall Derived Inflow/Infiltration (RDII) RDII simulation challenges ICM model

Meter Locations

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CBF8 CBF6

CBF3

CBF11

Page 28: Comparison of Modeling Solutions in ICMfor RDIISimulation · 2018-07-27 · Outline Introduction of Rainfall Derived Inflow/Infiltration (RDII) RDII simulation challenges ICM model

April 6, 2014

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RainfallDepth (in)

RainObservedRTKFixed+New UK PRFixed PR+GIM

Peak (in/hr)RainObservedRTKFixed+New UK PRFixed PR+GIM

Average (in/hr)RainObservedRTKFixed+New UK PRFixed PR+GIM

FlowMin (MGD)

RainObservedRTKFixed+New UK PRFixed PR+GIM

Max (MGD)RainObservedRTKFixed+New UK PRFixed PR+GIM

Volume (US Mgal)RainObservedRTKFixed+New UK PRFixed PR+GIM

2.440 0.720 0.0170.390 3.070 6.1040.403 2.420 4.8500.403 2.471 4.4300.403 2.462 6.346

Observed / Predicted Report Produced by hlu3 (7/11/2018 8:33:43 PM) Page 1 of 1 Flow survey: >DynamicModelPilot>Pilot>FlowSurvey_graph>Flow survey_2013-2014 (4/3/2018 10:28:29 AM) Sim: >DynamicModelPilot>Pilot>Model group_Run>RTK_april2014>Rainfall event_2013_2014 (7/11/2018 2:36:39 PM) Sim: >DynamicModelPilot>Pilot>Model group_Run>1-yr-24-hr!_MWH_april2014!>Rainfall event_2013_2014 (7/9/2018 4:00:23 PM) Sim: >DynamicModelPilot>Pilot>Model group_Run>GWI4_CBF8_calb7_test9rev_April2014!>Rainfall event_2013_2014 (7/11/2018 7:44:23 PM)

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January 4, 2015

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RainfallDepth (in)

RainObservedRTKFixed + New UK PRFixed PR+GIM

Peak (in/hr)RainObservedRTKFixed + New UK PRFixed PR+GIM

Average (in/hr)RainObservedRTKFixed + New UK PRFixed PR+GIM

FlowMin (MGD)

RainObservedRTKFixed + New UK PRFixed PR+GIM

Max (MGD)RainObservedRTKFixed + New UK PRFixed PR+GIM

Volume (US Mgal)RainObservedRTKFixed + New UK PRFixed PR+GIM

2.440 1.680 0.0170.506 2.984 7.7410.436 1.850 4.7110.412 2.516 4.3710.436 2.435 6.054

Observed / Predicted Report Produced by hlu3 (7/11/2018 8:32:11 PM) Page 2 of 11 Flow survey: >DynamicModelPilot>Pilot>FlowSurvey_graph>Flow Survey Group>SF_2015Flow Survey Group_CBF (5/4/2016 3:02:19 PM) Sim: >DynamicModelPilot>Pilot>Model group_Run>RTK_Jan2015!>Rainfall_2015_v2_CBFonly_profileID (7/11/2018 3:17:11 PM) Sim: >DynamicModelPilot>Pilot>Model group_Run>1-yr-24-hr!_MWH!_Jan2015>Rainfall_2015_v2_CBFonly (7/10/2018 4:34:51 PM) Sim: >DynamicModelPilot>Pilot>Model group_Run>2015April_GWI4_CBF8_calb7_test9rev_Jan1>Rainfall_2015_v2_CBFonly_profileID (7/11/2018 7:03:09 PM)

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April 6 to 21, 2015

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RainfallDepth (in)

RainObservedRTKFixed + New UK PRFixed PR+GIM

Peak (in/hr)RainObservedRTKFixed + New UK PRFixed PR+GIM

Average (in/hr)RainObservedRTKFixed + New UK PRFixed PR+GIM

FlowMin (MGD)

RainObservedRTKFixed + New UK PRFixed PR+GIM

Max (MGD)RainObservedRTKFixed + New UK PRFixed PR+GIM

Volume (US Mgal)RainObservedRTKFixed + New UK PRFixed PR+GIM

5.140 2.040 0.0130.478 2.403 17.3040.403 1.737 12.7350.403 2.472 10.7810.436 2.439 16.822

Observed / Predicted Report Produced by hlu3 (7/11/2018 8:57:52 PM) Page 2 of 11 Flow survey: >DynamicModelPilot>Pilot>FlowSurvey_graph>Flow Survey Group>SF_2015Flow Survey Group_CBF (5/4/2016 3:02:19 PM) Sim: >DynamicModelPilot>Pilot>Model group_Run>RTK_Apr6-21_2015>Rainfall_2015_v2_CBFonly_profileID (7/11/2018 3:17:40 PM) Sim: >DynamicModelPilot>Pilot>Model group_Run>1-yr-24-hr!_MWH_Apr6-21>Rainfall_2015_v2_CBFonly (7/10/2018 4:38:27 PM) Sim: >DynamicModelPilot>Pilot>Model group_Run>2015April_GWI4_CBF8_calb7_test9rev_Apr6-21>Rainfall_2015_v2_CBFonly_profileID (7/11/2018 11:23:40 AM)

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Summary & Discussion

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Page 32: Comparison of Modeling Solutions in ICMfor RDIISimulation · 2018-07-27 · Outline Introduction of Rainfall Derived Inflow/Infiltration (RDII) RDII simulation challenges ICM model

Summary and DiscussionsGIM shows the best results to simulate inter-event impacts due to antecedent moisture conditions or a highly attenuated response to rainfall (long tail)

Selection and application of proper RDII simulation methods need to be tailored to system conditions and modeling objectives

No single RDII prediction method could be universally applicable due to the wide variety of site-specific RDII characterizations.

RDII model can be a highly effective tool in the decision-making process for I/I reduction and remediation programs, but also limited by inherent assumptions and conceptual representations of complex process

All methods require monitored data, important to know your data: limitations, quality etc.

The “state-of-the-art” in RDII modeling practice continues to evolve

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Acknowledge Support fromDWM:Darren Eastall, Consent Decree

AdministratorLinda Li, Hydraulic Modeling Lead and her

modeling teamOthers involved in the Consent Decree

hydraulic modeling programConsent Decree Program Management Team (CDPMT)

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Questions?

Technology Hype Cycle

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Hope you are

here…..