Project Objective:
Team Members:
Key Achievements:
Broader Impacts:
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
Project Objective:
Team Members:
Key Achievements:
Broader Impacts:
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
Project Objective:
Team Members:
Key Achievements:
Broader Impacts:
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
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 structures 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 PIs 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
BLWT model with no parapet wall, 45° approach wind angle, and a qualitative distribution of extreme roof 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
NSF Award Number | Years | PI Name/Institution | Project Title | Status | DesignSafe Data | Publication | |||||||||||||||||||||||||||||
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2046001 | 2021-2026 |
Erica Fischer Oregon State University |
CAREER: Innovative Technology for Mass Timber and Hybrid Modular Buildings |
Future | |||||||||||||||||||||||||||||||
2028647 | 2021-2023 |
Brian Phillips University of Florida |
Collaborative Research: Aerodynamic shape optimization of tall buildings using automated cyber-physical testing |
Complete | Publication Link | ||||||||||||||||||||||||||||||
2028762 | 2021-2023 |
Jiang Zhaoshuo San Fransisco State University |
Collaborative Research: Aerodynamic shape optimization of tall buildings using automated cyber-physical testing |
Complete | Publication Link | ||||||||||||||||||||||||||||||
1856205 | 2019-2022 |
Sungmoon Jung Florida State University |
Effect of Heterogeneous Terrain on Wind Loads on Buildings | In Progress | |||||||||||||||||||||||||||||||
1930389 | 2019-2022 |
Michael Shields Johns Hopkins University |
Collaborative Research: Wind tunnel modeling of higher-order turbulence and its effects on structural loads and response |
In Progress | |||||||||||||||||||||||||||||||
1930625 | 2019-2022 |
Kurt Gurley University of Florida |
Collaborative Research: Wind tunnel modeling of higher-order turbulence and its effects on structural loads and response | In Progress | |||||||||||||||||||||||||||||||
1750339 | 2018-2023 |
Seymour Spence University of Michigan |
CAREER: Using Metamodeling to Enable High-Fidelity Modeling in Risk-based Multi-hazard Structural Design |
Near Future | |||||||||||||||||||||||||||||||
1841979 | 2018-2022 |
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 | Publication Link |
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1663363 | 2017-2022 |
Delong Zuo Texas Tech University |
Benchmark Study of Tornado Wind Loading on Low-Rise Buildings with Consideration of Internal Pressure |
Complete | |||||||||||||||||||||||||||||||
1663947 | 2017-2022 |
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 | |||||||||||||||||||||||||||||||
1732213 | 2017-2020 |
Richard Christensen University of Connecticut |
EAGER/Collaborative Research: Aeroelastic Real-Time Hybrid Simulation for Wind Engineering Experimentation | Complete | Link | ||||||||||||||||||||||||||||||
1732223 | 2017-2020 |
Steve Wojtkiewicz Clarkson University |
EAGER/Collaborative Research: Aeroelastic Real-Time Hybrid Simulation for Wind Engineering Experimentation | Complete | |||||||||||||||||||||||||||||||
1636039 | 2016-2019 |
Brian Phillips, Forrest Masters, University of Maryland (now University of Florida) |
Cyber-physical systems approach to the optimal design of structures for wind hazards | Complete | Link | 3rd Publication Link | |||||||||||||||||||||||||||||
1463252 | 2015-2021 |
Simon Laflamme Iowa State University |
Collaborative Research: Semi-Active Controlled Cladding Panels for Multi-Hazard Resilient Buildings | Complete | |||||||||||||||||||||||||||||||
1463497 | 2015-2021 |
James Ricles Lehigh University |
Collaborative Research: Semi-Active Controlled Cladding Panels for Multi-Hazard Resilient Buildings | Complete | |||||||||||||||||||||||||||||||
1462076 | 2015-2019 |
Ahsan Kareem University of Notre Dame |
Collaborative Research: Performance-Based Framework for Wind-Excited Multi-Story Buildings | Complete | |||||||||||||||||||||||||||||||
1462084 | 2015-2019 |
Seymour Spence University of Michigan |
Collaborative Research: Performance-Based Framework for Wind-Excited Multi-Story Buildings | Complete | |||||||||||||||||||||||||||||||
1428954 | 2014-2019 |
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 | |||||||||||||||||||||||||||||||
1265511 | 2013-2018 |
Mircea Dan Grigoriu Cornell University |
Performance-based Multi-Hazard Engineering for Seismic and Wind Loads | Complete |
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1150975 | 2012-2018 |
David Prevatt University of Florida |
CAREER Tornado Resiliance Structural Retrofit for Sustainable Housing Communities | Complete | Link | ||||||||||||||||||||||||||||||
1055744 | 2011-2017 |
Forrest Masters University of Florida |
CAREER: Behavior of Hurricane Wind and Wind-Driven Rain in the Coastal Suburban Roughness Sublayer | Complete | Link |
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2037725 | 2016-2025 |
Jennifer Bridge University of Florida |
Natural Hazards Engineering Research Infrastructure: Experimental Facility with Boundary Layer Wind Tunnel | In Progress | Publication Link | ||||||||||||||||||||||||||||||
Non-NSF Agency | Years | PI Name/Institution | Project Title | Status |
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NIST | 2019-2021 |
Brian Phillips University of Florida |
In Progress | ||||||||||||||||||||||||||||||||
NOOA | 2019-2021 |
Kurt Gurley, Steve Miller, University of Florida |
Sound testing with Microphone Instrumentation in the BLWT | In Progress | |||||||||||||||||||||||||||||||
PGT | 2019 | Industry | Behavior of Wind-Driven Rain against Windows and Doors for standards evaluation. | Complete | |||||||||||||||||||||||||||||||
NIST | 2019 |
Forrest Masters, University of Florida, Luis Aponte, University of Puerto Rico |
Wind Tunnel Testing and Field Measurement of Winds for the NCST Investigation of Hurricane Marias Impacts on Puerto Rico | Complete | |||||||||||||||||||||||||||||||
FDOT | 2016-2017 |
Jennifer Bridge, University of Florida |
FDOT Mast Arm Project | Complete |