Supported Projects

See all supported projects below


Cyber-Physical Systems Approach to the Optimal Design of Structures for Wind Hazards, NSF Award number 1636039

Research Highlight: Aeroelastic Real-time Hybrid Simulation

Project Objective:

  • Integration of traditional experimental testing with heuristic optimization algorithms and mechatronic building models to create a cyber-physical approach to the optimal design of structures

Team Members: 

  • University of Maryland: Brian Phillips (PI), Pedro Fernández-Cabán (Postdoc), Michael Whiteman (Ph.D. Student)
  • University of Florida: Forrest Masters (Co-PI)

Key Achievements: 

  • First cyberphysical tests conducted in a wind tunnel
  • Demonstrated the potential of a cyber-physical design approach in wind engineering

Broader Impacts: 

  • Advancing the capability to build stronger, lighter, and more resilient structures in the face of wind hazards
  • Designs will make more sustainable use of resources and ultimately have a better chance of being constructed by weighing cost-effectiveness directly in the design approach

Figure 1. Diagram of cyber-physical framework for optimal design under wind loading

Figure 2. Low-rise building model with controllable parapet wall.

Figure 3. Aeroelastic model under development


EAGER/Collaborative Research: Aeroelastic Real-Time Hybrid Simulation for Wind Engineering Experimentation, NSF AWARD NUMBERS 1732223 & 1732213

Research Highlight: Aerolastic Real-Time Hybrid Simulation (aeroRTHS): Validation of Vortex Introduced Vibration of a Tall Building Structure

Project Objective:

  • Extend Real-Time Hybrid Simulation (RTHS) to wind engineering applications (aeroRTHS)

Team Members: 

  • Richard Christenson, Sergio Lobo-Aguilar & Yuan Yuan (UConn) 
  • Steven Wojtkiewicz & Jie Dong (Clarkson)

Key Achievements: 

  • AeroRTHS can be used to scale mass, stiffness and damping of an aeroelastic building model
  • Compensation of transfer system and pressure sensors and calculation of wind force from 128 pressure sensors is possible for real-time results
  • AeroRTHS captures wind speed dependent behavior of vortex induced vibration (VIV) and can provide physical insight into dynamic coupling

Broader Impacts: 

  • Contribute to the reliability and resilience of infrastructure by enabling the investigation of windstorm hazard mitigation approaches applied in a non-destructive, cost-effective manner
  • Workshop held in April 2019 in UF EF to facilitate the use of aeroRTHS throughout the wind and seismic research communities.

Figure 4. Calculated wind forces on the building model during vortex induced vibration

 

Figure 5. Sensing and control loop for the aeroelastic building model in the wind tunnel


CAREER: Behavior of Hurricane Wind and Wind-Driven Rain in the Coastal Suburban Roughness Sublayer NSF Award #  1055744

Research Highlight: Behavior of Hurricane Wind and Wind-Driven Rain in the Coastal Suburban Roughness Sublayer

Project Objective:

  • Investigate the effects of freestream turbulence on low-rise building roofs

Team Members: 

  • University of Florida: Forrest Masters (PI) and Pedro Fernández-Cabán (Postdoc)

Key Achievements: 

  • Confirmed previous work from Akon and Kopp (2016) concerning the systematic reduction in mean reattachment length with rougher upwind terrains
  • Suggests that the spatial distribution of pressure fluctuations is mostly dominated by the interaction of the turbulent boundary layer with the structure of the separation bubble and less so by the freestream flow conditions

Broader Impacts: 

  • Ultimately support research to reduce our reliance on empiricism and physical testing to model flows over bluff-bodies

 

Fernández-Cabán PL and Masters FJ (2018) Effects of Freestream Turbulence on the Pressure Acting on a Low-Rise Building Roof in the Separated Flow Region. Front. Built Environ. 4:17. doi: 10.3389/fbuil.2018.00017


Project Highlight: Cyber-physical Design and Optimization in Wind Engineering

Researchers at the University of Maryland and University of Florida are collaborating on a project to deliver a cyber-physical systems (CPS) approach to the optimal design of wind-sensitive structures. The approach combines the accuracy of physical wind tunnel testing with the efficient exploration of a solution space using numerical optimization algorithms. The approach is fully automated, with experiments executed in a boundary layer wind tunnel (BLWT), sensor feedback monitored by a high-performance computer (HPC), and optimization techniques used to bring about physical changes in the BLWT. Anticipated outcomes include: (1) the combination of high-fidelity experimental testing and numerically-driven optimization for wind engineering, (2) the advancement of optimization in a practical engineering setting, and (3) the discovery of new design and detailing features to achieve cost-effective structures.

Initial studies focus on a low-rise structure with parapet wall of variable height, adjusted at the model-scale using servo-motors. Parapets are common on industrial and commercial buildings and have a non-monotonic influence on a structure’s wind load. The model surface is instrumented with pressure taps to measure the envelope pressure. Design objectives include the mitigation of extreme roof loading and the creation of an efficient structural system. Implications of this proof-of-concept are significant for more complex structures where the optimal solution cannot be reasonably determined with traditional experimental or computational methods.

This project is funded by NSF under Grant No. 1636039 and uses the BLWT and HPC resources of the University of Florida NHERI Site under NSF Grant No. 1520843. This project is led by PI Asst. Prof. Brian Phillips of the University of Maryland and co-PI Prof. Forrest Masters of the University of Florida. For more information on the PI’s research, please email brian.phillips@essie.ufl.edu.

 

 

University of Florida wind engineering class visits with researchers in the BLWT


 

Roof Suction
blue = high suction; red = low suction

Roof Suction
blue = high suction; red = low suction

BLWT model with a 1 inch parapet wall, 45° approach wind angle, and a qualitative distribution of extreme roof suction

Projects

NSF Award Number  Award Start Date  Award End Date Investigator(s)/Institutuion Title Status Data Published Publication
2037725 1/1/2016 10/30/2025 Jennifer Bridge/University of Florida Natural Hazards Engineering Research Infrastructure: Experimental Facility with Boundary Layer Wind Tunnel Ongoing    ​Publication Link​
2340755 4/1/2024 3/31/2029 Marco Giometto/Columbia University CAREER: Characterization of Turbulence in Urban Environments for Wind Hazard Mitigation Ongoing    
2339437 2/1/2024 1/31/2029 Pedro Fernandez-Caban/Florida State University, Florida Agricultural and Mechanical University CAREER: Fusing Meta-Learning Systems and Field Observations to Enhance the Simulation of Extreme Winds and their Impact on Civil Infrastructure Ongoing    
2302650 7/1/2023 6/23/2025 Catherine Gorle/Stanford University EAGER: Advanced Digital Twin Capability for Turbulent Wind Fields in the NHERI Boundary Layer Wind Tunnel at the University of Florida Complete     
2327346 1/1/2024 12/31/2025 Luis Zambrano-Cruzatty/University of Maine RII Track-4:NSF: From the Ground Up to the Air Above Coastal Dunes: How Groundwater and Evapotranspiration Affect the Mechanism of Wind Erosion Ongoing    
1749610 7/1/2018 6/30/2023 Catherine Gorle/Stanford University CAREER: Quantifying Wind Hazards on Buildings in Urban Environments Complete     
2215297 8/15/2022 7/31/2025 Brian Phillips, Forrest Masters/University of Florida MRI-Sentinel Complete     
2131961 2/1/2022 1/31/2026 Arindam Chowdhury/Florida International University MsRI: National Full-Scale Testing Infrastructure for Community Hardening in Extreme Wind, Surge, and Wave Events (NICHE) Complete     
2153762 7/1/2022 6/30/2025 Kurtis Gurley/University of Florida Collaborative Research: Enabling Damage Reduction and Improved Urban Community Resilience through Data-and-Physics-Integrated Windborne Debris Modeling Complete     
2153751 7/1/2022 6/30/2025 Yanlin Guo, John van de Lindt/Colorado State University Collaborative Research: Enabling Damage Reduction and Improved Urban Community Resilience through Data-and-Physics-Integrated Windborne Debris Modeling Complete     
2144760 5/1/2022 4/30/2027 Franklin Lombardo/University of Illinois at Urbana-Champaign CAREER: Engineering-Centric Thunderstorm Hazard and Loading Characterization Ongoing    
2138414 1/1/2022 12/31/2023 Pedro Fernandez-Caban/Clarkson University ERI: Physical Simulation of Terrain-Induced and Large-Scale Turbulence Effects on the Effectiveness of Wind Mitigation Strategies for Low-Rise Buildings Complete  Data  
2046001 9/15/2021 8/31/2026 Erica Fischer/Oregon State University CAREER: Innovative Technology for Mass Timber and Hybrid Modular Buildings      
2028762 1/1/2021 12/31/2023 Brian Phillips/University of Florida Collaborative Research: Aerodynamic shape optimization of tall buildings using automated cyber-physical testing Complete     Publication Link​
2028647 1/1/2021 12/31/2023 Jiang Zhaoshuo/San Fransisco State University Collaborative Research: Aerodynamic shape optimization of tall buildings using automated cyber-physical testing Complete    ​Publication Link​
1856205 8/15/2019 7/31/2022 Sungmoon Jung/Florida State Unviersity Effect of Heterogeneous Terrain on Wind Loads on Building Complete  Data  
1930625 9/1/2019 8/31/2024 Kurt Gurley/University of Florida Collaborative Research: Wind tunnel modeling of higher-order turbulence and its effects on structural loads and response Complete     
1930389 9/1/2019 8/31/2024 Michael Sheilds/Johns Hopkins University Collaborative Research: Wind tunnel modeling of higher-order turbulence and its effects on structural loads and response Complete     
1663947 8/1/2017 7/31/2020 David Nolan/University of Miami PREEVENTS Track 2: Collaborative Research: More resilient coastal cities and better hurricane forecasts through multi-scale modeling of extreme winds in the urban canopy Complete     
1841979 8/15/2015 7/31/2020 Forrest Masters/University of Florida EAGER: Exploring Machine Learning and Atmospheric Simulation to Understand the Role of Geomorphic Complexity in Enhancing Civil Infrastructure Damage during Extreme Wind Events Complete  Data1 ​Publication Link​
1750339 9/1/2018 8/31/2023 Seymour Spence/University of Michigan  CAREER: Using Metamodeling to Enable High-Fidelity Modeling in Risk-based Multi-hazard Structural Design Complete     
1562244 6/1/2015 5/31/2018 Ahsan Kareem/University of Notre Dame  Collaborative Research: Performance-Based Framework for Wind-Excited Multi-Story Buildings Complete     
1462084 6/1/2015 5/31/2018 Seymour Spence/University Michigan Collaborative Research: Performance-Based Framework for Wind-Excited Multi-Story Buildings Complete     
1663363 5/1/2017 4/30/2020 Delong Zuo/Texas Tech University Benchmark Study of Tornado Wind Loading on Low-Rise Buildings with Consideration of Internal Pressure Complete  Data  
1732223 6/15/2017 5/31/2019 Steve Wojtkiewicz/Clarkson University EAGER/Collaborative Research: Aeroelastic Real-Time Hybrid Simulation for Wind Engineering Experimentation Complete  Data  
1732213 6/15/2017 5/31/2019 Richard Christenson/University of Connecticut EAGER/Collaborative Research: Aeroelastic Real-Time Hybrid Simulation for Wind Engineering Experimentation Complete  Data  
1636039 8/1/2016 7/31/2019 Brian Phillips/University of Maryland Cyber-physical systems approach to the optimal design of structures for wind hazards Complete 

Data

1st Publication Link
2nd Publication Link
1428954 9/1/2014 4/30/2019 Forrest Masters/University of Florida MRI: Development of a Versatile, Self-Configuring Turbulent Flow Condition System for a Shared-Use Hybrid Low-Speed Wind Tunnel Complete  Data Publication Link​
1055744 3/1/2011 9/30/2018 Forrest Masters/University of Florida CAREER: Behavior of Hurricane Wind and Wind-Driven Rain in the Coastal Suburban Roughness Sublayer Complete    1st Publication Link
2nd Publication Link
3rd Publication Link
4th Publication Link
1328930 9/15/2013 8/31/2018 Sanjiv Singh, Burcu Akinci, Daniel Huber, Sebastian Scherer/Carnegie Mellon University Collaborative Research: Fast and Accurate Infrastructure Modeling and Inspection with Low-Flying Robots Complete     Publication Link​
1463497 6/1/2015 5/31/2018 Jim Ricles/Lehigh University Collaborative Research: Semi-Active Controlled Cladding Panels for Multi-Hazard Resilient Buildings Complete     
1265511 6/1/2013 5/31/2018 Mircea  Grigoriu/Cornell University Performance-based Multi-Hazard Engineering for Seismic and Wind Loads Complete    Publication Link​
Non-NSF Agency Award Start Date  Award End Date Investigator(s) Title Status    
NIST 2019 2021 Brian Phillips/University of Florida   Complete     
NOOA 2019 2021 Kurt Gurley, Steve Miller/University of Florida Sound testing with Microphone Instrumentation in the BLWT Complete     
PGT 2019 2019 Industry Behavior of Wind-Driven Rain against Windows and Doors for standards evaluation. Complete     
FEMA 2019 2019 Forrest Masters/University of Florida Wind Tunnel Testing and Field Measurement of Winds for the NCST Investigation of Hurricane Maria’s Impacts on Puerto Rico Complete     
FEMA 2019 2019 Luis Aponte/University of Puerto Rico Wind Tunnel Testing and Field Measurement of Winds for the NCST Investigation of Hurricane Maria’s Impacts on Puerto Rico Complete     
FDOT 2016 2017 Jennifer Bridge/University of Florida FDOT Mast Arm Project Complete     
FDOT 2024 2025 Jennifer Bridge/University of Florida Light Poles Ongoing    
USDA  2025 2025   Tree Study Ongoing