HEC-WAT As A Framework for PFHA

19
HEC-WAT As A Framework for PFHA William Lehman, Hydrologic Engineering Center

Transcript of HEC-WAT As A Framework for PFHA

Page 1: HEC-WAT As A Framework for PFHA

HEC-WAT As A Framework for PFHAWilliam Lehman, Hydrologic Engineering Center

Page 2: HEC-WAT As A Framework for PFHA

HEC-WAT Mission and Vision

"Integrating Water Resource Management"

MissionTo provide a water resources tool that integrates engineering and consequence software to support a wide range of water resources applications, including watershed and systems based risk analysis.

VisionDevelop the primary integration tool for engineering and water resources studies.

2

Page 3: HEC-WAT As A Framework for PFHA

HEC-WAT Goals

Goals• An excellent user experience• Provide innovative solutions to complex problems• World class training and documentation• Support field applications of HEC-WAT for real world problems

• Increase the combined capabilities of water resources software

3

Page 4: HEC-WAT As A Framework for PFHA

4

• Plugin Architecture• Supports Integration of any

water resources software• Watershed Systems Approach

• Model Linking• Risk Analysis

• Nested Loops

Overview of HEC-WAT

Page 5: HEC-WAT As A Framework for PFHA

HEC-WAT Plugin Framework

Integrates Software• Hydrology

• Reservoirs• Hydraulics• Consequences

Facilitates linking• Inputs• Outputs

Results Storage

5

HEC-WAT Framework

HEC-WATSimulation

With DefaultProgram

Order

HEC-ResSim Plug-In

HEC-RAS Plug-In

HEC-HMS HEC-ResSim HEC-RAS HEC-FIA

HEC-HMS Plug-In

HEC-FIA Plug-In

Model Results (simulation.dss)

Page 6: HEC-WAT As A Framework for PFHA

Fragility Curve Editor• Samples System Response curves for Dams

HEC-HMS• Rainfall Runoff

Weather Generator• Stratified Stochastic Spatially distributed Precipitation hyetographs

HEC-RAS• River Hydraulics• Dam Breach Hydraulics

HEC-ResSim• System Operations• Simulate Post Dam breach operation

Integrated Applications

Page 7: HEC-WAT As A Framework for PFHA

Project Area

• Five Main USACE Dams• Ray Roberts• Lewisville• Grapevine• Joe Pool• Benbrook

• Weather Generator• HEC-HMS• HEC-ResSim• HEC-RAS• Other Plugins

Page 8: HEC-WAT As A Framework for PFHA

Combining Watershed Processes in HEC-WAT

Application Average Run time per event

HEC-HMS ~30 seconds

HEC-ResSim ~45 seconds

HEC-RAS ~90 seconds

Total (with all supporting plugins) ~175 seconds

Page 9: HEC-WAT As A Framework for PFHA

Model LinkingModel Linking defines the flow of data• Precipitation can be generated externally and imported

• Data can be consumed by multiple subsequent processes

• Simulation time windows can be shortened for computationally intensive components

Page 10: HEC-WAT As A Framework for PFHA

HEC-WAT Flood Risk Analysis

Natural Variability (Aleatory)Describing that things naturally vary

Knowledge Uncertainty (Epistemic)Uncertainty describing what we do not know

10

Page 11: HEC-WAT As A Framework for PFHA

HEC-WAT Flood Risk Analysis

EventsHow we represent Natural Variability

RealizationsHow we represent Knowledge Uncertainty

SimulationMultiple Realizations of multiple Events

11

Page 12: HEC-WAT As A Framework for PFHA

Events in a Realization

12

1. Sample From Input Distribution1. Use number of events in EYOR

(ORANGE)

2. Develop Analytical fit1. Use same distribution type

(ORANGE)

3. Sample Events1. Sample realization number of

events (GREEN)

Probability

Precip

ita

tion

Page 13: HEC-WAT As A Framework for PFHA

Realizations in a Simulation

13

1. Repeat Process Many times1. Realizations Reflect Knowledge

Uncertainty due to EYOR (ORANGE)

Probability

Flow

Page 14: HEC-WAT As A Framework for PFHA

Precipitation to Hazard Frequency

14

Probability

Precip

itatio

n

Stage

Precip

itatio

n

Flow

Stage

Input Probability Stage

Uncertainties:• Basin

wetness• Reservoir

Operations

Uncertainties:• Breaches• Manning’s N

Page 15: HEC-WAT As A Framework for PFHA

.002.005.01.020.050.10.20.50.80.90.950.99500

550

600

650

700

750

800

Ann

ual P

eak

Pool

Sta

ge (f

t)

Exceedance Probability

Pool Stage Examplesample of peak pool stage from one realization(spans natural variability)provides 1 estimate of peak frequency

sample of frequency curves from all realizations(spans knowledge uncertainty)provides distribution peak stage quantiles

15

B A

Page 16: HEC-WAT As A Framework for PFHA

Knowledge Uncertainty Only?

16

Probability

Prec

ipita

tion

Flow

Prec

ipita

tion

Flow

Stag

e What about Natural Variabilities other than Event Magnitude?How does the WAT manage Natural Variabilities and Knowledge Uncertainties outside of precipitation or flow?

Page 17: HEC-WAT As A Framework for PFHA

Plugins Receive 2 Seeds Per Event

• A Natural Variability Seed and a Knowledge Uncertainty Seed

17

Annual Maximum FlowSnowmelt, Flow

Forecasting

Starting Storage / Elevation

Demands (water, power)

Sedimentation ProfileManning’s nBridge Debris, Ice

ThicknessDam/levee breeching

Flood Frequency Curve

Reservoir physical data:storage / elevation relation.release capacity

Weir, Gate, Bridge Coefficients

Contract / Expanscoefficients

Manning’s nTerrain Data

Flows

ReservoirModeling

ChannelRouting

Page 18: HEC-WAT As A Framework for PFHA

Stratification

• In order to achieve sufficient modeling samples we stratified the Natural variability loop

Page 19: HEC-WAT As A Framework for PFHA

Conclusions

• HEC-WAT can produce Hazard Frequency curves that show the influence of dam failure.

• Stratified Sampling is necessary to reduce computational burdens

• HEC-WAT distributed computes need better error handling and system operation tooling

• It is difficult to link HEC-RAS and HEC-ResSim to properly account for flood wave volume and pool frequency.

• HEC-ResSim needs to be able to respect dam failure as part of the rule operations.