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

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

 

Completed or Ongoing Experiments


 

NSF  Award Number Years PI Name/Institution Project Title Status DesignSafe Data Publication
 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
 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

1st Publication Link

2nd Publication 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  
  • Link
  • Zhao, H., M. Grigoriu and K. Gurley (2017). Probabilistic Model for Wind Pressure on Low-rise Buildings,13th Americas Conference on Wind Engineering, 21-24 May 2017, Gainesville, FL.
 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
  • 1st Publication Link
  • 2nd Publication Link
  • 3rd Publication Link
  • 4th Publication Link
  • 5th Publication Link
  • Cabán, P.F. and F.J. Masters (2017). The Spatial Pressure Distribution on Low-Rise Buildings Varies with Surface Roughness,13th Americas Conference on Wind Engineering, 21-24 May 2017, Gainesville, FL.
  • Cabán, P.F. and F.J. Masters (2017). Near Surface Longitudinal Velocity Positively Skews with Increasing Aerodynamic Roughness Length,13th Americas Conference on Wind Engineering, 21-24 May 2017, Gainesville, FL.

 

  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

 

 

 
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 Maria’s Impacts on Puerto Rico Complete    
FDOT 2016-2017

Jennifer Bridge,

University of Florida

FDOT Mast Arm Project Complete