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25% Deep Infiltration
25% Shallow Infiltration
10% Runoff
40% Evapotranspiration
10% Shallow Infiltration
30% Evapotranspiration
55% Runoff
5% Deep Infiltration
Design & Analysis of
LID-BMPs
&
Development of the
Site Assessment Widget
BY:
Noor Abdullah Al Abdulmohsin
Turky Ahmad Aldakheel
Abdulmohsen Fahad Aldrees
Joan Summersby Bryant
Derrick Ray Carrisalez
Supervised by: Dr. Gopalakrishnan Easwaran
http://www.floodsafety.noaa.gov/states/tx-flood.shtml
Protect and enhance our creeks and rivers
through service, leadership, and expertise.
http://media.visitsanantonio.com/News/English/San-Antono-s-River-Walk-Expansion-
Leads-Nation-in
http://water.usgs.gov/ogw/bgas/courses/ID2015F/
Health and Safety
Natural Resource
Protection
http://www.parksandrecreation.org/2012/May/Pedal-Power/
Parks and Recreation
Making the river a nice place for
the community
https://www.sara-tx.org/public-services/billing-and-contact-information/waste-water-treatment-plans/
Utilities
Management
Expert advice in waste water
management.
http://content.usatoday.com/communities/greenhouse/post/2010/03/rain-barrels-or-cistern-my-green-house-aims-to-reuse-water/1
Watershed Solutions
Sustainable technology to improve
the health of the river.
Low
Impact
Development
Volume
Reduction
Flow
Dissipation
Mimic
Nature
http://arlingtonva.s3.amazonaws.com/wp-content/uploads/sites/13/2013/10/Storm-Drain-Runoff.jpg
Bioremediation
Bioaccumulation
VolatilizationSettling
Filtration
Adsorption/
Absorption
Removal Processes
• Goal-mimic nature
• Benefits-infiltration, pollutants, dissipate flow, volume reduction
• Examples
• Site specific
use
https://shortstops.info/2014/01/12/making-it-short-creative-writing-workshops-from-
writers-centre-norwich-2/
Workshop
http://professionalinspector.com/foundations-clay-soils/
http://fantasticpixcool.com/coastal+wetlands+map
Wetlands
Soil types
http://www.dreamstime.com/stock-illustration-topographic-map-realistic-area-west-austin-texas-vector-layered-isolines-rivers-bodies-water-image44638088
Problems?
Data Resources
Problems?
1. Inaccurate scales/measurements
2. Unable to zoom in/out
3. Erasing
4. Difficulties of performing LID-BMP calculation
5. Limitations of using hardcopies
6. Unclear visualization of details of maps in papers
Solution?
Software
Application!!!
7. Different Resources!
About GIS ..
• Computer software for storage and retrieval
of geotechnical information
Advantages:
- Handles data in many different forms
- Combine layers & analyze them
- Capture big data
- Produce three-dimensional images
- Many businesses use GIS technology in different fields of need
• GIS stands for Geographic Information System
Architectural Overview of the ArcGIS Platform
Web AppBuilder
Software Development Process
 Software Requirements Specification (SRS)
 Design
• Draw a polygon on the GIS map
• Input number of years and percentile target needed to
calculate rainfall amount
• Download real time precipitation and upload the text file
• Data report includes area of selected land, soil types, rainfall amount
• Rainfall record based on hydrologic soil types
Software Development Process
 Implementation
The Site Assessment Widget
BMP
BMP
BMP
Volume
Material
Dimensions
Cost
What is the optimal design?
Inlet
Pipe
Overflow
Pipe
Discharge
Pipe
Impervious
Cover
Optimization Model
Constraints
ℎ 𝑐 ≤ ℎ 𝑐 𝑚𝑎𝑥
𝐷𝑐 ≤ 𝐷𝑐 𝑚𝑎𝑥
𝑡 𝑑 ≤ 𝑡 𝑑 𝑚𝑎𝑥
𝑄 𝑑 ≤ 𝑄 𝑑 𝑚𝑎𝑥
𝑉𝑐 ≥ 𝑉𝑐 𝑚𝑖𝑛
𝐷𝑖𝑛𝑙𝑒𝑡 = 𝐷 𝑜𝑣𝑒𝑟𝑓𝑙𝑜𝑤
𝐷 𝑑 ≥ 0.001
𝐴 𝑐 =
𝜋𝐷𝑐
2
4
𝑉𝑐 = 𝐴 𝑐 ∗ ℎ 𝑐
𝑈 𝑑 =
𝑄 𝑑
𝐷 𝑑
• The height of the cistern (ℎ 𝑐)
• The diameter of the cistern (𝐷𝑐)
• The diameter of the discharge pipe (𝐷 𝑑)
S.T
control constraints are represented as
• 𝑈 𝑑 = 2𝑔(ℎ 𝑐−ℎ 𝑎)
• 𝑄 𝑑 = 𝐴 𝑑 ∗ 𝑈 𝑑
• 𝑡 𝑑 = 2
𝐴 𝑐
𝐴 𝑑
ℎ 𝑐− ℎ 𝑎
2𝑔
Binary variable
• S𝑡𝑎𝑛𝑑𝑎𝑟𝑑 𝑠𝑖𝑧𝑒 𝑐𝑖𝑠𝑡𝑒𝑟𝑛 𝑣𝑎𝑟𝑖𝑎𝑏𝑙𝑒
𝑦 𝜖 1 𝑜𝑟 0, 1 𝑜𝑟 0, 1 𝑜𝑟 0, 1𝑜𝑟 0, 1 𝑜𝑟 0
• Assign the diameter of the cistern chosen to 𝐷𝑐, ℎ 𝑐
30𝑦1 + 36𝑦2 + 42𝑦3 + ⋯ + 84𝑦12 = 𝐷𝑐
50𝑦1 + 50𝑦2 + 68𝑦3 + ⋯ + 72𝑦12 = ℎ 𝑐
• Base selected is gravel or concrete
𝑏1 𝜖{1 𝑜𝑟 0}
𝑏2 𝜖{1 𝑜𝑟 0}
𝑏1 + 𝑏2 = 1
Based on the weight
𝐼𝑓 𝑤 𝑏 ≥ 𝑤𝑡, 𝑡ℎ𝑒𝑛 𝑏1 = 0 & 𝑏2 = 1
𝐼𝑓 𝑤 𝑏 < 𝑤𝑡, 𝑡ℎ𝑒𝑛 𝑏1 = 1 & 𝑏2 = 0
𝑦1 + 𝑦2 + 𝑦3 + ⋯ + 𝑦12 = 1
Objective function
Min [𝐶1 𝑦1 + 𝐶2 𝑦2 + ⋯ + 𝐶 𝑛 𝑦𝑛] + [𝐶1
𝑏𝑎𝑠𝑒
𝑏1 + 𝐶2
𝑏𝑎𝑠𝑒
𝑏2]
CisternTrain
Min 𝑖=1
𝑚
. 𝑐=1
𝑛
𝐶𝑐 ∗ 𝑧 𝑐𝑖 + 𝑐 𝐺𝑟𝑎𝑣𝑒𝑙 𝑏1𝑖 + 𝑐 𝐶𝑜𝑛𝑐𝑟𝑒𝑡𝑒 𝑏2𝑖Minimize Cost The cost of each cistern type in train in addition to
its designated foundation cost
s.t.
• 𝑐=1
𝑛
𝑤𝑐
𝑒
∗ 𝑧 𝑐𝑖 + 𝑉𝑖 𝛼 ≤
2000
144
𝐴𝑖 𝑏1𝑖 + 𝑤𝐿ℎ 𝑐
𝑚𝑎𝑥
𝑏2𝑖 ∀ 𝑖 = 1, … , 𝑚
• 𝐴𝑖
′
=
𝜋𝐷𝑖
′2
4
∀𝑖 = 1, … , 𝑚
• 𝐹𝑖
′
= 2𝑔 ℎ𝑖 − ℎ 𝑎
′′
∀𝑖 = 1, … , 𝑚
• 𝑄𝑖
′
= 𝐴𝑖
′
∗ 𝐹𝑖
′
∀𝑖 = 1, … , 𝑚
• 𝑡𝑖
′
= 2
𝐴 𝑖
𝐴 𝑖
′
ℎ𝑖− ℎ 𝑎
′′
2𝑔
∀𝑖 = 1, … , 𝑚
• 𝑡𝑖
′
≤ 𝑡′𝑚𝑎𝑥
• 𝑖=1
𝑛
𝑄𝑖
′
≤ 𝑄′ 𝑚𝑎𝑥−𝑡𝑜𝑡𝑎𝑙
• 𝑖=1
𝑛
𝑉𝑖 ≥ 𝑉 𝑚𝑖𝑛𝑖𝑚𝑢𝑚−𝑡𝑜𝑡𝑎𝑙
s.t.
• The foundation type
• The area of the discharge pipe
• Velocity of water at the discharge pipe
• Discharge rate of the cistern
• The drawdown time
• Drawdown time control constraint
• Discharge rate control constraint
• Total volume control constraint
Optimization
Software
Simplex
Method
C++
Publisher:
IBM
Minimize Cost The cost of each cistern type in train in addition to
its designated foundation cost
Min 𝑖=1
𝑚
. 𝑐=1
𝑛
𝐶𝑐 ∗ 𝑧 𝑐𝑖 + 𝑐 𝐺𝑟𝑎𝑣𝑒𝑙 𝑏1𝑖 + 𝑐 𝐶𝑜𝑛𝑐𝑟𝑒𝑡𝑒 𝑏2𝑖
s.t.
• Cistern configuration
• Area of the discharge pipe
• The discharge rate
• The drawdown time
• The drawdown time control constraint
• Total discharge rate control constraint
• Alternative volume control constraint
s.t.
• 𝑎=1
𝑒
𝑐=1
𝑛
𝑝=1
𝑘
𝜑 𝑎𝑐𝑝𝑖 = 𝑆𝑖 ∀ 𝑖 = 1, … , 𝑚
• 𝐴𝑖
′
=
𝜋𝐷𝑖
′2
4
∀𝑖 = 1, … , 𝑚
• 𝑄𝑖
′
= 𝑎=1
𝑒
𝑐=1
𝑛
𝑝=1
𝑘
2𝑔 ℎ 𝑐 − ℎ 𝑎
′′
𝐴 𝑝
′
𝜑 𝑎𝑐𝑝𝑖 ∀ 𝑖 = 1, … , 𝑚
• 𝑡𝑖
′
= 𝑎=1
𝑒
𝑐=1
𝑛
𝑝=1
𝑘
2
𝐴 𝑐
𝐴 𝑝
′
ℎ 𝑐− ℎ 𝑎
′′
2𝑔
𝜑 𝑎𝑐𝑝𝑖 ∀ 𝑖 = 1, … , 𝑚 𝑐 = 1, … , 𝑛
• 𝑡𝑖
′
≤ 𝑡′𝑀𝐴𝑋−𝐸𝐴𝐶𝐻
• 𝑖=1
𝑛
𝑄𝑖
′
≤ 𝑄′ 𝑚𝑎𝑥−𝑡𝑜𝑡𝑎𝑙
• 𝑖=1
𝑚
𝑎=1
𝑒
𝑐=1
𝑛
𝑝=1
𝑘
ℎ 𝑎
′′ 𝑑 𝑐
2 𝜋
4
𝜑 𝑎𝑝𝑐𝑖 ≥ 𝑉′′𝑀𝐼𝑁−𝑇𝑅𝐴𝐼𝑁
Fixed
Diameter
Types
Fixed
Alternative
HeightType
Input
Optimal $$
Configuration
Study of Uncertainty
Rainfall Uncertainty
0
0.5
1
1.5
2
2.5
3
3.5
4
Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec
1.62
1.7
1.81
2.68
3.59
3.09
2.23
2.35
3.38
2.83
2.05
1.75 Inches
$2500
$2796
$3150 $3345
0
500
1000
1500
2000
2500
3000
3500
4000
1 1.1 1.2 1.3 1.4 1.5 1.6 1.7 1.8 1.9 2 2.1 2.2 2.3 2.4 2.5 2.6 2.7 2.8 2.9
Cost
1
1.1
1.2
1.25
1.3
1.4
1.5
1.6
1.7
1.8
1.85
1.85
1.9
1.9
2
2.1
Variation Of Rainfall
Pollution Removal
Optimization Model
Constraints
ℎ 𝑏 ≤ ℎ 𝑏𝑚𝑎𝑥
𝑊𝑏 ≤ 𝑊𝑏𝑚𝑎𝑥
𝐿 𝑏 ≤ 𝐿 𝑏𝑚𝑎𝑥
𝑡 𝑑 ≤ 𝑡 𝑑𝑚𝑎𝑥
𝑄 𝑑 ≤ 𝑄 𝑑𝑚𝑎𝑥
𝑉𝑏 ≥ 𝑉𝑏𝑚𝑖𝑛
𝑑 𝑚𝑚𝑖𝑛 ≤ 𝑑 𝑚≤ 𝑑 𝑚𝑚𝑎𝑥
𝑑 𝑠𝑚𝑖𝑛 ≤ 𝑑 𝑠 ≤ 𝑑 𝑠𝑚𝑎𝑥
𝑑 𝑐 = 𝑑 𝑐𝑚𝑎𝑥
𝑑 𝑔𝑚𝑖𝑛 ≤ 𝑑 𝑔 ≤ 𝑑 𝑔𝑚𝑎𝑥
𝑅 ≤ 𝑑 𝑠
𝑝 𝑑𝑚𝑖𝑛 ≤ 𝑑 𝑝 ≤ 𝑝 𝑑𝑚𝑎𝑥
𝑑 𝑓 ≤ 𝑑 𝑚𝑎𝑥
Dimensions Layers
Future Work
Site Assessment Widget
• Display the range of rainfall amount
• Add icons for building and parking lots
• Calculate volume amount
Bioretention Model
• Optimization model for single Bioretention
• Extend the model to treatment train with Cistern
References
• A Basic Non-Functional Requirements Checklist. (2014). Retrieved February 07, 2016, from
https://dalbanger.wordpress.com/2014/01/08/a-basic-non-functional-requirements-checklist/
• ArcGIS API for JavaScript. (n.d.). Retrieved February 09, 2016, from https://developers.arcgis.com/javascript/jsapi/draw-amd.html
• ArcGIS for Developers |ArcGIS for Developers. (n.d.). Retrieved February 07, 2016, from https://developers.arcgis.com/
• ArcGIS Online Help. (n.d.). Retrieved February 07, 2016, from https://doc.arcgis.com/en/arcgis-online/reference/browsers.htm
• Esri - GIS Mapping Software, Solutions, Services, MapApps, and Data. (n.d.). Retrieved February 07, 2016, from
http://www.esri.com/
• Functional Requirements vs Non Functional Requirements . (2012). Retrieved February 07, 2016, from
http://reqtest.com/requirements-blog/functional-vs-non-functional-requirements/
• Pressman, R. (2005). Software Engineering: A Practitioner's Approach 6th edition. NewYork, United States: Mcgraw Hill Education.
• WebAppBuilder for ArcGIS. (n.d.). Retrieved February 07, 2016, from http://doc.arcgis.com/en/web-appbuilder/
• Doman, Ken. MasteringArcGIS Server Development with JavaScript, 2015.
• Dorman,T., M. Frey, J.Wright, B. Wardynski, J. Smith, B.Tucker, J. Riverson, A.Teague, and K. Bishop. 2013. SanAntonio River
Basin Low Impact DevelopmentTechnical DesignGuidance Manual, v1. SanAntonio River Authority. SanAntonio,TX.
• Duckett, Jon, Gilles Ruppert, and Jack Moore. JavaScript & JQuery: Interactive Front-end Web Development.
• Duckett, Jon. HTML and CSS: Design and BuildWebsites. Indianopolis, IN: Wiley & Sons, 2011.
Questions?
Please feel free to contact us for further information:
• Noor: nalabdulmohsin@mail.stmarytx.edu
• Turky: taldakheel@mail.stmarytx.edu
• Abdulmohsen: aaldrees1@mail.stmarytx.edu
• Joan: joaniesbryant@gmail.com
• Derrick: dcarrisalez1@mail.stmarytx.edu
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Sanitary-chapter-3-Rashna-PanditTheory.pdf
 

Final SARA Presentation

  • 1. 25% Deep Infiltration 25% Shallow Infiltration 10% Runoff 40% Evapotranspiration
  • 2. 10% Shallow Infiltration 30% Evapotranspiration 55% Runoff 5% Deep Infiltration
  • 3. Design & Analysis of LID-BMPs & Development of the Site Assessment Widget BY: Noor Abdullah Al Abdulmohsin Turky Ahmad Aldakheel Abdulmohsen Fahad Aldrees Joan Summersby Bryant Derrick Ray Carrisalez Supervised by: Dr. Gopalakrishnan Easwaran
  • 5.
  • 6. Protect and enhance our creeks and rivers through service, leadership, and expertise.
  • 7. http://media.visitsanantonio.com/News/English/San-Antono-s-River-Walk-Expansion- Leads-Nation-in http://water.usgs.gov/ogw/bgas/courses/ID2015F/ Health and Safety Natural Resource Protection http://www.parksandrecreation.org/2012/May/Pedal-Power/ Parks and Recreation Making the river a nice place for the community https://www.sara-tx.org/public-services/billing-and-contact-information/waste-water-treatment-plans/ Utilities Management Expert advice in waste water management. http://content.usatoday.com/communities/greenhouse/post/2010/03/rain-barrels-or-cistern-my-green-house-aims-to-reuse-water/1 Watershed Solutions Sustainable technology to improve the health of the river.
  • 10. • Goal-mimic nature • Benefits-infiltration, pollutants, dissipate flow, volume reduction • Examples • Site specific
  • 11.
  • 14. Problems? 1. Inaccurate scales/measurements 2. Unable to zoom in/out 3. Erasing 4. Difficulties of performing LID-BMP calculation 5. Limitations of using hardcopies 6. Unclear visualization of details of maps in papers Solution? Software Application!!! 7. Different Resources!
  • 15. About GIS .. • Computer software for storage and retrieval of geotechnical information Advantages: - Handles data in many different forms - Combine layers & analyze them - Capture big data - Produce three-dimensional images - Many businesses use GIS technology in different fields of need • GIS stands for Geographic Information System
  • 16. Architectural Overview of the ArcGIS Platform
  • 18. Software Development Process  Software Requirements Specification (SRS)  Design • Draw a polygon on the GIS map • Input number of years and percentile target needed to calculate rainfall amount • Download real time precipitation and upload the text file • Data report includes area of selected land, soil types, rainfall amount • Rainfall record based on hydrologic soil types
  • 23. Optimization Model Constraints ℎ 𝑐 ≤ ℎ 𝑐 𝑚𝑎𝑥 𝐷𝑐 ≤ 𝐷𝑐 𝑚𝑎𝑥 𝑡 𝑑 ≤ 𝑡 𝑑 𝑚𝑎𝑥 𝑄 𝑑 ≤ 𝑄 𝑑 𝑚𝑎𝑥 𝑉𝑐 ≥ 𝑉𝑐 𝑚𝑖𝑛 𝐷𝑖𝑛𝑙𝑒𝑡 = 𝐷 𝑜𝑣𝑒𝑟𝑓𝑙𝑜𝑤 𝐷 𝑑 ≥ 0.001
  • 24. 𝐴 𝑐 = 𝜋𝐷𝑐 2 4 𝑉𝑐 = 𝐴 𝑐 ∗ ℎ 𝑐 𝑈 𝑑 = 𝑄 𝑑 𝐷 𝑑 • The height of the cistern (ℎ 𝑐) • The diameter of the cistern (𝐷𝑐) • The diameter of the discharge pipe (𝐷 𝑑) S.T
  • 25. control constraints are represented as • 𝑈 𝑑 = 2𝑔(ℎ 𝑐−ℎ 𝑎) • 𝑄 𝑑 = 𝐴 𝑑 ∗ 𝑈 𝑑 • 𝑡 𝑑 = 2 𝐴 𝑐 𝐴 𝑑 ℎ 𝑐− ℎ 𝑎 2𝑔
  • 26. Binary variable • S𝑡𝑎𝑛𝑑𝑎𝑟𝑑 𝑠𝑖𝑧𝑒 𝑐𝑖𝑠𝑡𝑒𝑟𝑛 𝑣𝑎𝑟𝑖𝑎𝑏𝑙𝑒 𝑦 𝜖 1 𝑜𝑟 0, 1 𝑜𝑟 0, 1 𝑜𝑟 0, 1𝑜𝑟 0, 1 𝑜𝑟 0 • Assign the diameter of the cistern chosen to 𝐷𝑐, ℎ 𝑐 30𝑦1 + 36𝑦2 + 42𝑦3 + ⋯ + 84𝑦12 = 𝐷𝑐 50𝑦1 + 50𝑦2 + 68𝑦3 + ⋯ + 72𝑦12 = ℎ 𝑐 • Base selected is gravel or concrete 𝑏1 𝜖{1 𝑜𝑟 0} 𝑏2 𝜖{1 𝑜𝑟 0} 𝑏1 + 𝑏2 = 1 Based on the weight 𝐼𝑓 𝑤 𝑏 ≥ 𝑤𝑡, 𝑡ℎ𝑒𝑛 𝑏1 = 0 & 𝑏2 = 1 𝐼𝑓 𝑤 𝑏 < 𝑤𝑡, 𝑡ℎ𝑒𝑛 𝑏1 = 1 & 𝑏2 = 0 𝑦1 + 𝑦2 + 𝑦3 + ⋯ + 𝑦12 = 1
  • 27. Objective function Min [𝐶1 𝑦1 + 𝐶2 𝑦2 + ⋯ + 𝐶 𝑛 𝑦𝑛] + [𝐶1 𝑏𝑎𝑠𝑒 𝑏1 + 𝐶2 𝑏𝑎𝑠𝑒 𝑏2]
  • 28.
  • 30. Min 𝑖=1 𝑚 . 𝑐=1 𝑛 𝐶𝑐 ∗ 𝑧 𝑐𝑖 + 𝑐 𝐺𝑟𝑎𝑣𝑒𝑙 𝑏1𝑖 + 𝑐 𝐶𝑜𝑛𝑐𝑟𝑒𝑡𝑒 𝑏2𝑖Minimize Cost The cost of each cistern type in train in addition to its designated foundation cost s.t. • 𝑐=1 𝑛 𝑤𝑐 𝑒 ∗ 𝑧 𝑐𝑖 + 𝑉𝑖 𝛼 ≤ 2000 144 𝐴𝑖 𝑏1𝑖 + 𝑤𝐿ℎ 𝑐 𝑚𝑎𝑥 𝑏2𝑖 ∀ 𝑖 = 1, … , 𝑚 • 𝐴𝑖 ′ = 𝜋𝐷𝑖 ′2 4 ∀𝑖 = 1, … , 𝑚 • 𝐹𝑖 ′ = 2𝑔 ℎ𝑖 − ℎ 𝑎 ′′ ∀𝑖 = 1, … , 𝑚 • 𝑄𝑖 ′ = 𝐴𝑖 ′ ∗ 𝐹𝑖 ′ ∀𝑖 = 1, … , 𝑚 • 𝑡𝑖 ′ = 2 𝐴 𝑖 𝐴 𝑖 ′ ℎ𝑖− ℎ 𝑎 ′′ 2𝑔 ∀𝑖 = 1, … , 𝑚 • 𝑡𝑖 ′ ≤ 𝑡′𝑚𝑎𝑥 • 𝑖=1 𝑛 𝑄𝑖 ′ ≤ 𝑄′ 𝑚𝑎𝑥−𝑡𝑜𝑡𝑎𝑙 • 𝑖=1 𝑛 𝑉𝑖 ≥ 𝑉 𝑚𝑖𝑛𝑖𝑚𝑢𝑚−𝑡𝑜𝑡𝑎𝑙 s.t. • The foundation type • The area of the discharge pipe • Velocity of water at the discharge pipe • Discharge rate of the cistern • The drawdown time • Drawdown time control constraint • Discharge rate control constraint • Total volume control constraint
  • 32. Minimize Cost The cost of each cistern type in train in addition to its designated foundation cost Min 𝑖=1 𝑚 . 𝑐=1 𝑛 𝐶𝑐 ∗ 𝑧 𝑐𝑖 + 𝑐 𝐺𝑟𝑎𝑣𝑒𝑙 𝑏1𝑖 + 𝑐 𝐶𝑜𝑛𝑐𝑟𝑒𝑡𝑒 𝑏2𝑖 s.t. • Cistern configuration • Area of the discharge pipe • The discharge rate • The drawdown time • The drawdown time control constraint • Total discharge rate control constraint • Alternative volume control constraint s.t. • 𝑎=1 𝑒 𝑐=1 𝑛 𝑝=1 𝑘 𝜑 𝑎𝑐𝑝𝑖 = 𝑆𝑖 ∀ 𝑖 = 1, … , 𝑚 • 𝐴𝑖 ′ = 𝜋𝐷𝑖 ′2 4 ∀𝑖 = 1, … , 𝑚 • 𝑄𝑖 ′ = 𝑎=1 𝑒 𝑐=1 𝑛 𝑝=1 𝑘 2𝑔 ℎ 𝑐 − ℎ 𝑎 ′′ 𝐴 𝑝 ′ 𝜑 𝑎𝑐𝑝𝑖 ∀ 𝑖 = 1, … , 𝑚 • 𝑡𝑖 ′ = 𝑎=1 𝑒 𝑐=1 𝑛 𝑝=1 𝑘 2 𝐴 𝑐 𝐴 𝑝 ′ ℎ 𝑐− ℎ 𝑎 ′′ 2𝑔 𝜑 𝑎𝑐𝑝𝑖 ∀ 𝑖 = 1, … , 𝑚 𝑐 = 1, … , 𝑛 • 𝑡𝑖 ′ ≤ 𝑡′𝑀𝐴𝑋−𝐸𝐴𝐶𝐻 • 𝑖=1 𝑛 𝑄𝑖 ′ ≤ 𝑄′ 𝑚𝑎𝑥−𝑡𝑜𝑡𝑎𝑙 • 𝑖=1 𝑚 𝑎=1 𝑒 𝑐=1 𝑛 𝑝=1 𝑘 ℎ 𝑎 ′′ 𝑑 𝑐 2 𝜋 4 𝜑 𝑎𝑝𝑐𝑖 ≥ 𝑉′′𝑀𝐼𝑁−𝑇𝑅𝐴𝐼𝑁 Fixed Diameter Types Fixed Alternative HeightType
  • 33.
  • 36. Rainfall Uncertainty 0 0.5 1 1.5 2 2.5 3 3.5 4 Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec 1.62 1.7 1.81 2.68 3.59 3.09 2.23 2.35 3.38 2.83 2.05 1.75 Inches
  • 37. $2500 $2796 $3150 $3345 0 500 1000 1500 2000 2500 3000 3500 4000 1 1.1 1.2 1.3 1.4 1.5 1.6 1.7 1.8 1.9 2 2.1 2.2 2.3 2.4 2.5 2.6 2.7 2.8 2.9 Cost 1 1.1 1.2 1.25 1.3 1.4 1.5 1.6 1.7 1.8 1.85 1.85 1.9 1.9 2 2.1 Variation Of Rainfall
  • 38.
  • 40. Optimization Model Constraints ℎ 𝑏 ≤ ℎ 𝑏𝑚𝑎𝑥 𝑊𝑏 ≤ 𝑊𝑏𝑚𝑎𝑥 𝐿 𝑏 ≤ 𝐿 𝑏𝑚𝑎𝑥 𝑡 𝑑 ≤ 𝑡 𝑑𝑚𝑎𝑥 𝑄 𝑑 ≤ 𝑄 𝑑𝑚𝑎𝑥 𝑉𝑏 ≥ 𝑉𝑏𝑚𝑖𝑛 𝑑 𝑚𝑚𝑖𝑛 ≤ 𝑑 𝑚≤ 𝑑 𝑚𝑚𝑎𝑥 𝑑 𝑠𝑚𝑖𝑛 ≤ 𝑑 𝑠 ≤ 𝑑 𝑠𝑚𝑎𝑥 𝑑 𝑐 = 𝑑 𝑐𝑚𝑎𝑥 𝑑 𝑔𝑚𝑖𝑛 ≤ 𝑑 𝑔 ≤ 𝑑 𝑔𝑚𝑎𝑥 𝑅 ≤ 𝑑 𝑠 𝑝 𝑑𝑚𝑖𝑛 ≤ 𝑑 𝑝 ≤ 𝑝 𝑑𝑚𝑎𝑥 𝑑 𝑓 ≤ 𝑑 𝑚𝑎𝑥 Dimensions Layers
  • 41. Future Work Site Assessment Widget • Display the range of rainfall amount • Add icons for building and parking lots • Calculate volume amount Bioretention Model • Optimization model for single Bioretention • Extend the model to treatment train with Cistern
  • 42. References • A Basic Non-Functional Requirements Checklist. (2014). Retrieved February 07, 2016, from https://dalbanger.wordpress.com/2014/01/08/a-basic-non-functional-requirements-checklist/ • ArcGIS API for JavaScript. (n.d.). Retrieved February 09, 2016, from https://developers.arcgis.com/javascript/jsapi/draw-amd.html • ArcGIS for Developers |ArcGIS for Developers. (n.d.). Retrieved February 07, 2016, from https://developers.arcgis.com/ • ArcGIS Online Help. (n.d.). Retrieved February 07, 2016, from https://doc.arcgis.com/en/arcgis-online/reference/browsers.htm • Esri - GIS Mapping Software, Solutions, Services, MapApps, and Data. (n.d.). Retrieved February 07, 2016, from http://www.esri.com/ • Functional Requirements vs Non Functional Requirements . (2012). Retrieved February 07, 2016, from http://reqtest.com/requirements-blog/functional-vs-non-functional-requirements/ • Pressman, R. (2005). Software Engineering: A Practitioner's Approach 6th edition. NewYork, United States: Mcgraw Hill Education. • WebAppBuilder for ArcGIS. (n.d.). Retrieved February 07, 2016, from http://doc.arcgis.com/en/web-appbuilder/ • Doman, Ken. MasteringArcGIS Server Development with JavaScript, 2015. • Dorman,T., M. Frey, J.Wright, B. Wardynski, J. Smith, B.Tucker, J. Riverson, A.Teague, and K. Bishop. 2013. SanAntonio River Basin Low Impact DevelopmentTechnical DesignGuidance Manual, v1. SanAntonio River Authority. SanAntonio,TX. • Duckett, Jon, Gilles Ruppert, and Jack Moore. JavaScript & JQuery: Interactive Front-end Web Development. • Duckett, Jon. HTML and CSS: Design and BuildWebsites. Indianopolis, IN: Wiley & Sons, 2011.
  • 43. Questions? Please feel free to contact us for further information: • Noor: nalabdulmohsin@mail.stmarytx.edu • Turky: taldakheel@mail.stmarytx.edu • Abdulmohsen: aaldrees1@mail.stmarytx.edu • Joan: joaniesbryant@gmail.com • Derrick: dcarrisalez1@mail.stmarytx.edu