dr. richard palmer professor and head department of civil and environmental engineering university...
TRANSCRIPT
![Page 1: Dr. Richard Palmer Professor and Head Department of Civil and Environmental Engineering University of Massachusetts Amherst](https://reader038.vdocuments.site/reader038/viewer/2022103101/56649f3f5503460f94c5fa8b/html5/thumbnails/1.jpg)
Decision Support System for the Connecticut River
Basin
Dr. Richard PalmerProfessor and Head
Department of Civil and Environmental EngineeringUniversity of Massachusetts Amherst
![Page 2: Dr. Richard Palmer Professor and Head Department of Civil and Environmental Engineering University of Massachusetts Amherst](https://reader038.vdocuments.site/reader038/viewer/2022103101/56649f3f5503460f94c5fa8b/html5/thumbnails/2.jpg)
Welcome
![Page 3: Dr. Richard Palmer Professor and Head Department of Civil and Environmental Engineering University of Massachusetts Amherst](https://reader038.vdocuments.site/reader038/viewer/2022103101/56649f3f5503460f94c5fa8b/html5/thumbnails/3.jpg)
Introductory Comments
We anticipate a good deal of exchange
There will be numerous presentations
The presentations should stimulate questions
We want to hear from you today
Let us know if you feel like this!
![Page 4: Dr. Richard Palmer Professor and Head Department of Civil and Environmental Engineering University of Massachusetts Amherst](https://reader038.vdocuments.site/reader038/viewer/2022103101/56649f3f5503460f94c5fa8b/html5/thumbnails/4.jpg)
Study Goal
Create a basin-wide hydrologic model decision support tool that will allow water managers and other key stakeholders to evaluate environmental and economic outcomes based on various management scenarios.
![Page 5: Dr. Richard Palmer Professor and Head Department of Civil and Environmental Engineering University of Massachusetts Amherst](https://reader038.vdocuments.site/reader038/viewer/2022103101/56649f3f5503460f94c5fa8b/html5/thumbnails/5.jpg)
Study Sub-Goals
•Where it is possible, restore the timing and magnitude of high flow events to increase floodplain inundation and restore channel processes
•Reduce within day flow variability to improve the quality and quantity of aquatic habitat
•In rivers with human induced chronic low flows, seeks ways to ameliorate the effects of large water withdrawals and maintain healthy ecosystems
•Seek operating policies that improve traditional (flood control, water supply, hydropower, etc.) and river ecological functions
![Page 6: Dr. Richard Palmer Professor and Head Department of Civil and Environmental Engineering University of Massachusetts Amherst](https://reader038.vdocuments.site/reader038/viewer/2022103101/56649f3f5503460f94c5fa8b/html5/thumbnails/6.jpg)
Study Goal
Identify and evaluate operational policies for the Connecticut River using a decision support system that will enhance environmental benefits while maintaining or increasing existing benefits such as hydropower production, water supply, recreation, and irrigation.
When Viewed as an optimization problem
![Page 7: Dr. Richard Palmer Professor and Head Department of Civil and Environmental Engineering University of Massachusetts Amherst](https://reader038.vdocuments.site/reader038/viewer/2022103101/56649f3f5503460f94c5fa8b/html5/thumbnails/7.jpg)
Study Goal
This goal will be achieved with:• careful evaluation of current
operations,
• interactions with stakeholders, and
• the generation of new operational alternatives that improve overall system performance.
![Page 8: Dr. Richard Palmer Professor and Head Department of Civil and Environmental Engineering University of Massachusetts Amherst](https://reader038.vdocuments.site/reader038/viewer/2022103101/56649f3f5503460f94c5fa8b/html5/thumbnails/8.jpg)
Today's Vocabulary
Simulation Models
Optimization Models
Decision Support Systems
? ?
?
![Page 9: Dr. Richard Palmer Professor and Head Department of Civil and Environmental Engineering University of Massachusetts Amherst](https://reader038.vdocuments.site/reader038/viewer/2022103101/56649f3f5503460f94c5fa8b/html5/thumbnails/9.jpg)
Simulation andOptimization Models
Simulation Models
• Answers “what-if” questions about a system
• Follows logic reasoning to determine releases and storages from a reservoir based on target storages, min/max releases, etc.
• Easily adjusted to examine and compare different scenarios
Optimization Models
• Maximizes/minimizes a given objective: deviations from targets, hydropower, etc.
• Operating rules are either targets or constraints.
• Can prioritize objectives through weighting
• Demonstrates how an objective can be reached through changing operations
• Trade off curves: what must be sacrificed to make gains in objective
![Page 10: Dr. Richard Palmer Professor and Head Department of Civil and Environmental Engineering University of Massachusetts Amherst](https://reader038.vdocuments.site/reader038/viewer/2022103101/56649f3f5503460f94c5fa8b/html5/thumbnails/10.jpg)
Components of the Decision Support System
Water Resources DDS Components
• Meteorological Inputs
• Hydrologic Inputs
• Physical Features
• Operational Considerations
• Environmental Targets
Decision Support System
• Decision support systems are typically computer-based information systems that support decision-making activities.
• DSSs are often composed of both data and linked "models."
• DSSs support decision, they do not make decisions.
![Page 11: Dr. Richard Palmer Professor and Head Department of Civil and Environmental Engineering University of Massachusetts Amherst](https://reader038.vdocuments.site/reader038/viewer/2022103101/56649f3f5503460f94c5fa8b/html5/thumbnails/11.jpg)
SIMULATION
OPTIMIZATION
HEC-RAS
ECO-FLOW PRESCIPTIONS
STAKEHOLDER NEEDS
CLIMATE IMPACTED
STREAMFLOW
FORECASTED STREAMFLOW
HISTORIC STREAMFLOW
(SYE)
Alternative System
Operations
INPUT MODELSHYDROLOGY
SYSTEM CONSTRAINTS AND TARGETS
![Page 12: Dr. Richard Palmer Professor and Head Department of Civil and Environmental Engineering University of Massachusetts Amherst](https://reader038.vdocuments.site/reader038/viewer/2022103101/56649f3f5503460f94c5fa8b/html5/thumbnails/12.jpg)
SIMULATION
OPTIMIZATION
HEC-RAS
ECO-FLOW PRESCIPTIONS
STAKEHOLDER NEEDS
CLIMATE IMPACTED
STREAMFLOW
FORECASTED STREAMFLOW
HISTORIC STREAMFLOW
(SYE)
Alternative System
Operations
INPUT MODELSHYDROLOGY
SYSTEM CONSTRAINTS AND TARGETS
DSS
![Page 13: Dr. Richard Palmer Professor and Head Department of Civil and Environmental Engineering University of Massachusetts Amherst](https://reader038.vdocuments.site/reader038/viewer/2022103101/56649f3f5503460f94c5fa8b/html5/thumbnails/13.jpg)
Study Overview
The Connecticut River Basin• Home to 2.3 million people• Largest River in New England• Spans 4 States: VT, NH, MA, CT
The Project
How can we optimize dam operations for various objectives?
• 44 sub basins• Over 60 major dams• Over 100 ecological nodes
Basin Wide Optimization Problem
![Page 14: Dr. Richard Palmer Professor and Head Department of Civil and Environmental Engineering University of Massachusetts Amherst](https://reader038.vdocuments.site/reader038/viewer/2022103101/56649f3f5503460f94c5fa8b/html5/thumbnails/14.jpg)
Modeling Process
Simulation Tool of the Basin
Optimization model With Current Operations as
Targets
Introduce New Targets/Objectives in Optimization Model
and Create Trade-Off Curves
• Understanding of Current System
• Calibrated to historical release/storage data
• Current operating rules as targets (some as constraints)
• Since there are no new objectives, it should yield similar results as simulation model
• New targets and objectives introduced
• Determine benefits gained from altering operations
• Trade offs between competing objectives
![Page 15: Dr. Richard Palmer Professor and Head Department of Civil and Environmental Engineering University of Massachusetts Amherst](https://reader038.vdocuments.site/reader038/viewer/2022103101/56649f3f5503460f94c5fa8b/html5/thumbnails/15.jpg)
Examine current operations to see where improvements can be made
Short term forecasts can predict stream flow for reservoir operation planning
Climate impacted stream flow can be used as input to determine reservoir operations in the future
How Can You Use These Models?
![Page 16: Dr. Richard Palmer Professor and Head Department of Civil and Environmental Engineering University of Massachusetts Amherst](https://reader038.vdocuments.site/reader038/viewer/2022103101/56649f3f5503460f94c5fa8b/html5/thumbnails/16.jpg)
1/09 7/09 1/10 7/10 1/11 7/11 1/12 7/12 1/13
Time Line
SYE
RES-SIM
SIM-OPTI
Climate Flows
EcoFlow
HEC -RAS