dear readers · resources, escalating weather events, an aging infrastructure, and socio-economic...
TRANSCRIPT
Dear Readers: Welcome to the Penn State Department of Architectural Engineering 2020-21 Faculty Showcase.
Penn State Architectural Engineering is the proud home for nearly 400 undergraduate students, 120 graduate students, 28 professors, 10 practitioner instructors, and 10 staff members all working together for the betterment of the human condition. Our research pioneers innovative solutions at the interfaces of the built, natural, and social environments to achieve ultra-high-performance buildings and communities, and to improve the quality of life across the globe. Simply put, we are focused on making the world a better place for humanity by improving the spaces we live in!
It is an exciting time to be an architectural engineer! The United Nations has identified buildings as the next greatest opportunity to remedy human-caused carbon emissions. Health organizations around the world are increasingly emphasizing the effect of buildings on occupants’ health, productivity, and well-being. Our work has become more important than ever as the 21st century—with a rapidly increasing population, diminishing resources, escalating weather events, an aging infrastructure, and socio-economic globalization—creates new types of global challenges. Our department is founded on the concepts of convergent engineering and is responsive to the rapidly evolving challenges of 21st-century society that require preparing a new breed of engineers to solve global building infrastructure problems.
Our faculty come from a wide range of engineering backgrounds and have a laser-sharp focus on improving the design, construction, operation, and
maintenance of buildings and communities. Through our range of research interests, we seek to improve indoor environmental quality, discover new building materials, develop new building envelope solutions, increase building energy efficiency, and design buildings as distributed nodes that generate energy, among others.
This booklet provides a summary overview of our recent research contributions. You’ll find profiles on Penn State Architectural Engineering faculty who conduct research in the four broad architectural engineering disciplines of structural, construction, lighting/electrical, and mechanical.
I hope you enjoy learning about the broad scope of activities our faculty are involved with year-round in our Faculty Showcase. We are particularly excited to hear your thoughts on our work and are open to any and all ways we can join forces to meet the challenges of the 21st century.
SEZ ATAMTURKTUR, Ph.D.
Harry and Arlene Schell ProfessorHead of the Department of Architectural Engineering
SOMAYEH ASADIASSOCIATE PROFESSORARCHITECTURAL ENGINEERING
Resilience and Intelligence Networked Systems Dr. Asadi’s research interests focus on the design of resilient and intelligent critical infrastructure systems with a concentration on smart and connected networked systems; cyber-physical human systems; advancing safety by in-depth assessment of workers attention, perception, and decision making; and application of machine learning and artificial intelligence. • Multi-Objective Optimization• Transactive Energy • Scenario-based Uncertainty Modeling and Power Market • Application of Eye-tracking Technology in Construction Projects
PARTNER WITH ACADEMIC EXPERTS
RECENT PUBLICATIONS AND PRESENTATIONS
• Asadi, S., Mostavi, S., Boussaa, D., & Indaganti, M., (2019), Building Energy Model Calibration Using Automated Optimization-Based Algorithm, Journal of Energy and Building, 198, Pages 106-114.
• Karan, E., & Asadi, S., (2019), Intelligent Designer: A Computational Approach to Automate Window Design Process for Buildings, Automation in Construction, 102, 160-169.
• Sohrabi, F., Nazari-Heris, M., Mohammadi-Ivatloo, B., Asadi, S., (2018), Optimal chiller loading for saving energy by exchange market algorithm, Journal of Energy and Buildings, Vol 169, Pages 245-253.
• Karan, E., Asadi, S., Mohtar, R., Baawain, M., (2018), Towards the optimization of sustainable food-energy water systems: A stochastic approach, Journal of Cleaner Production, Vol 171, Pages 662-674.
• Nazari-Heris, M., Mohammadi-Ivatloo, B., Asadi, S., (2018), Improved harmony search algorithm for the solution of non-linear non-convex short-term hydrothermal scheduling, Vol 151, Pages 226-237.
Resilience and Intelligence Networked Systems
• President, ASCE Global Center of Computing Excellence, 2019
• LEED AP BD+C, U.S. Green Building Certification Institute, 2013.
• Penn State Engineering Alumni Society (PSEAS) Outstanding Advising
Award, 2019.
• Outstanding Contribution in Reviewing, Journal of Electrical Power
& Energy Systems, 2018
PARTNER WITH ACADEMIC EXPERTS
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SOMAYEH ASADIASSOCIATE PROFESSOR
ARCHITECTURAL ENGINEERING
SEZ ATAMTURKTURHARRY AND ARLENE SCHELL PROFESSOR AND DEPARTMENT HEADARCHITECTURAL ENGINEERING
Decision Making under Uncertainty: Engineering Systems Dr. Atamturktur concentrates on the development, application, and dissemination of model validation and uncertainty quantification methods. She also contributes to improving education in engineering and transforming institutions towards gender equity through retention and support.
• National Science Foundation (NSF), Professional Formation of Engineers: Revolutionizing Engineering Departments
• Best Paper Award, Model Validation and Uncertainty Quantification Technical Group, 29th International Modal Analysis Conference, 2015.
PARTNER WITH ACADEMIC EXPERTS
RECENT PUBLICATIONS AND PRESENTATIONS
• Martinez M., Huygen, N., Sanders J. and Atamturktur S., (2018), “Structural and Thermal Behavior to Appraise and Optimize Concrete Masonry Units via Experimental Testing and Numerical Modeling,” Journal of Building Engineering (Elsevier).
• Stevens G.N., Atamturktur S., Brown D.A., Williams B.J., and Unal C., (2018), “Statistical Inference of Empirical Constituents in Partitioned Analysis from Integral-effect Experiments: An Application in Thermo-Mechanical Coupling,” Engineering Computation (Emerald).
• Yazdekhasti S., Piratla K. R., Atamturktur S., and Khan A. (2017), “Experimental Evaluation of a Vibration-Based Leak-Detection Technique for Water Pipelines,” Structure and Infrastructure Engineering (Taylor & Francis), Vol. 14, No. 1, pp. 46-55.
• Founding Director, NSF NRT-funded Resilient Infrastructure and Environmental Systems
(RIES) Engineering and Science Degree Programs, 2016-2018.
• National Science Foundation (NSF), Professional Formation of Engineers:
Revolutionizing Engineering Departments (2017-2022), “Clemson University: Learning
Teams and Innovation Ventures for Adaptable Training in Engineering (CULTIVATE).”
PARTNER WITH ACADEMIC EXPERTS
SEZ ATAMTURKTURHARRY AND ARLENE SCHELL PROFESSOR AND
DEPARTMENT HEAD
ARCHITECTURAL ENGINEERING
Decision Making under Uncertainty: Engineering Systems
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• HERS Clare Booth Luce
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participate in the Higher
Education Resource Services
(HERS) Summer Institute.
WILLIAM BAHNFLETHPROFESSOR ARCHITECTURAL ENGINEERING
Energy Efficient, Economical Indoor Air Quality ControlDr. Bahnfleth’s research considers systems that control air contaminants and the thermal environment to support occupant safety, health, productivity and comfort. The overriding objective is to provide energy efficient solutions that are cost effective.
• Laboratory, field, and modeling studies of air cleaner performance
• Multi-zone modeling and field studies of air contaminant transport in buildings
• Economic analysis including equipment and operating costs and monetized IEQ benefits
PARTNER WITH ACADEMIC EXPERTS
RECENT PUBLICATIONS AND PRESENTATIONS
• Barthelmes, V., R. Li, R. Andersen, W. Bahnfleth, S. Corgnati. C. Rode. 2018. Profiling Occupant Behaviour andOccupancy in Danish Dwellings using Time Use Survey Data. Energy and Buildings (acc).
• Firrantello, J. and W. Bahnfleth. 2017. Simulation and monetization of collateral airborne infection risk improvements from UVGI for coil maintenance. Science and Technology for the Built Environment, 24(2): 135-148.
• Wang, Y., C. Sekhar, W. Bahnfleth, D. Cheong, J. Firrantello. 2017. Effects of Ultraviolet Coil Irradiation Systems on Air-side Heat Transfer Coefficient and Low △T Syndrome in a Hot and Humid Climate. Science and Technology for the Built Environment 23(4):582-593.
• Cheng, Z., L. Li, and W. Bahnfleth. 2016. Natural ventilation potential for gymnasia – Case study of ventilation andcomfort in a multisport facility in northeastern United States. Building and Environment 108:85-98.
Energy Efficient, Economical Indoor Air Quality Control• Laboratory measurements and modeling of influence of air speed and temperature
on low pressure Hg germicidal lamp output
• Prediction of dose for in-duct UVGI systems
• Field studies and modeling of VAV versus plenum return air system impact on contaminant distribution
• Rapid multi-zone model calibration procedure
• Variable primary flow chilled water system performance modeling
• Field studies and parametric modeling of stratified chilled water storage tanks
PARTNER WITH ACADEMIC EXPERTS
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WILLIAM BAHNFLETHPROFESSOR
ARCHITECTURAL ENGINEERING
THOMAS BOOTHBYPROFESSOR ARCHITECTURAL ENGINEERING
Historic Structures and Empirical Structural Design
PARTNER WITH ACADEMIC EXPERTS
RECENT PUBLICATIONS AND PRESENTATIONS
• ‘Ars sine Scientia Nihil Est’ and other Delusions of the Second Millennium. Presented at Construction History Society of America Biennial Conference, College Park, MD, May 2018.
• Boothby, T.E. Empirical Structural Design for Architects, Engineers, and Builders. London, ICE Publishing, April 2018.
• Boothby, T.E. Notes on the design, construction and sales practices of the Berlin Iron Bridge Company, APT Bulletin. 49(1):5-12.
• Boothby, T.E. and Clough, S. Empiricist and rationalist approaches to the design of concrete structures, APT Bulletin, 48(1):6-13, March 2017.
• Boothby, T.E. Engineering Iron and Stone. Reston, VA, ASCE Press, 2015.
Dr. Boothby’s research interests encompass the structural design methods and the interpretation of structures from Ancient Greece and Rome through the present time. He has conducted research into the design of Romanesque and Gothic churches in Italy and France, masonry bridges in the U.S., and mid-century reinforced concrete shell structures in the U.S. He has recognized empirical design as the basis of all structural design, ancient and modern, and is making this the current focus of his scholarship.
PARTNER WITH ACADEMIC EXPERTS
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THOMAS BOOTHBYPROFESSOR
ARCHITECTURAL ENGINEERING
Historic Structures and Empirical Structural Design
Recent Investigations into proportioning schemes of Early Christian and Lombard Churches
NATHAN BROWNASSISTANT PROFESSORARCHITECTURAL ENGINEERING
Data-Driven Approaches for Early Building DesignDr. Brown focuses on how structural considerations interact with other performance and architectural criteria in conceptual building design, as well as how computation and optimization can play a role in the creative process.
• Structural and multi-objective optimization
• Computational design tools
• Applications of data science to early parametric building design
PARTNER WITH ACADEMIC EXPERTS
RECENT PUBLICATIONS AND PRESENTATIONS
• N.C. Brown and C.T. Mueller, 2019, "Design variable analysis and generation for performance-based parametric modeling in architecture", International Journal of Architectural Computing, 17, (1), pp. 36-52.
• N.C. Brown and C.T. Mueller, 2019, "Quantifying diversity in parametric design: a comparison of possible metrics", Artificial Intelligence for Engineering Design, Analysis, and Manufacturing, 33, (1), pp. 40-53.
• N.C. Brown and C.T. Mueller, 2016, "Design for structural and energy performance of long span buildings using geometric multi-objective optimization", Energy and Buildings, 127, pp. 748-761.
Data-Driven Approaches for Early Building Design• Helped develop Design Space Exploration, a set of open-source design tools for
data-driven design used by AEC firms around the world
• Awarded the SOM Structural Engineering Travel Fellowship – documented examples
of structures designed for multiple objectives simultaneously
• Affiliated with the Stuckeman Center for Design Computing and the Institute for
CyberScience at Penn State
PARTNER WITH ACADEMIC EXPERTS
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NATHAN BROWNASSISTANT PROFESSOR
ARCHITECTURAL ENGINEERING
JOSÉ P. DUARTEAFFILIATE PROFESSOR ARCHITECTURAL ENGINEERING
Context-Sensitive Design and ConstructionDr. Duarte’s research centers on the use of computation to enable mass customization, defined as the design and construction of buildings and urban developments adapted to the context. His research includes generative design systems, performance simulation and optimization, responsive architecture, smart materials, and 3D printing of concrete.
• Teaching Experience: Advanced Computation Studio; Additive Manufacturing of Concrete Structures; Shape Grammars; Digital Design and Fabrication; Computer Programming for Designers; Mass Customization of Housing; Parametric Urban Design.
• Author of four books, over 30 book chapters, 50 journal articles, and 130 conference papers.
PARTNER WITH ACADEMIC EXPERTS
RECENT PUBLICATIONS AND PRESENTATIONS
• Duarte, J.P. Mass Customization: Digital Design and Fabrication of Houses, Keynote Lecture, ZEMCH 2019, Zero Energy Mass Custom Homes International Conference, Korean Institute of Science and Technology, Seoul, South Korea, November 26-28, 2019.
• Craveiro, F.; Bártolo, H.; Duarte, J.P.; Bártolo, P. Review on additive manufacturing as an enabling technology for digital construction: a perspective on construction 4.0, in Automation in Construction, Vol. 103, April 2019, pp. 251-267.
• Kolarevic, B.; Duarte, J.P. (eds.) Mass Customization and Design Democratization. Routledge, New York, USA, 2019.
Context-Sensitive Design and Construction• NASA 3D-printed Mars Habitat Challenge: Phase 3 - On-Site Habitat Competition,
Construction Level 3 – Subscale Habitat Competition, 2nd Prize, May 2019; Phase 2 - Structural Member Competition, Level 3 – Head-to-Head Competition, 2nd Prize, August 2018.
• Inventor of nine patents related to construction processes and products.
• Member of the editorial board of JAE-Journal of Architectural Engineering; IJAC-International Journal of Architectural Computing; EPB-Environment and Planning B: Planning and Design; NNJ-Nexus Network Journal: Architecture and Mathematics.
• Reviewer of project proposals for national science and technology foundations in Austria, Brazil, Israel, Netherlands, and Portugal.
• Albert Nelson Marquis Top Educators and Scientists 2018 by Marquis Who's Who.
PARTNER WITH ACADEMIC EXPERTS
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JOSÉ P. DUARTEAFFILIATE PROFESSOR
ARCHITECTURAL ENGINEERING
ALP DURMUSASSISTANT PROFESSORARCHITECTURAL ENGINEERING
Perception, Colorimetry, and Intelligent Lighting SystemsDr. Durmus’ research focuses on lighting, visual perception, color science, intelligent lighting systems, light, and health. He investigates human-light interaction using psychophysical and computational methods. His research aims to improve our understanding of the human response to visual stimuli and identify ways to design novel systems.
• Fellow of the Higher Education Academy (FHEA), Higher Education Academy, 2018
• HJ Cowan Architectural Science Fellow, 2016-2018
• Australian Postgraduate Award, 2014-2017
PARTNER WITH ACADEMIC EXPERTS
RECENT PUBLICATIONS AND PRESENTATIONS
• Durmus, D., Abdalla, D., Duis, A., Davis, W. (2020). Spectrum optimization to minimize light absorbed by artwork. Leukos, 1-10.
• Durmus, D., Davis, W. (2019). Blur perception and visual clarity in light projection systems. Optics Express, 27(4), A216-A223.
• Durmus, D. (2019). Impact of surface reflectance on spectral optimization for melanopic illuminance and energy efficiency. Optical Devices and Materials for Solar Energy and Solid-State Lighting (pp. PT2C-5). Optical Society of America.
• Durmus, D., Davis, W. (2018). Appearance of achromatic colors under optimized light source spectrum. IEEE Photonics, 10(6), 1-11.
Perception, Colorimetry, and Intelligent Lighting Systems
Vazquez, D., Fernandez-Balbuena, A. A., Canabal, H., Muro, C., Benitez, A., Durmus, D., Davis, W. (2020). Energy optimization of a light projection system
for buildings that virtually restores artworks. Digital Applications in Archaeology and Cultural Heritage. e00128.
PARTNER WITH ACADEMIC EXPERTS
Botero-Valencia, J.-S., Valencia-Aguirre, J., Durmus, D., Davis, W. (2019) Multi-channel low-cost light
spectrum measurement using a multilayer perceptron. Energy and Buildings. 199, 579-587.
ALP DURMUSASSISTANT PROFESSOR
ARCHITECTURAL ENGINEERING
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JAMES FREIHAUTPROFESSOR ARCHITECTURAL ENGINEERING
System Approaches to Energy Efficiency and IAQDr. Freihaut’s research focuses on the following areas:• Resuspension aerosolization of indoor PM 2.5 particles carrying natural and synthetic chemical
contaminants• UVGI deactivation of indoor microbes (bacterial and fungal) in spore and vegetative states• Established state-of-the art indoor aerosol research laboratory and ASHRAE 52.x standards test rig• Systems approach to building energy efficiency → EEB Hub leading Penn State at the Navy Yard
Building 661/7R complex• CHP Enabled Distributed Energy with Renewables → Hybrid energy research facility in Building 7R
PARTNER WITH ACADEMIC EXPERTS
RECENT PUBLICATIONS AND PRESENTATIONS
• Hyeunguk Ahn, Donghyun Rim, James D. Freihaut, Performance assessment of hybrid chiller systems for combined cooling, heating and power production, Applied Energy, 225, 501-512, 2018.
• Bo Lin, Dan Want, Zhao Chen, James Freihaut, Inverse energy model development via high-dimensional data analysis and sub-metering priority in building data monitoring, Energy & Buildings, 172, 116-124, 2018.
• Parichehr Salimifard, Donghyun Rim, James Freihaut, Evaluation of low-cost particle sensors for monitoring biological aerosols, submitted to Environmental Science & Technology, June 2018. Also presented at Indoor Air 2018 Conference in Philadelphia, July 2018.
• Scott Foster, Brandon Nicholson, Tim McDonald, James Freihaut, Global Leadership, Universal Methodology and Local Action, presented at Green Building United 2018 Sustainability Symposium, May 2018.
• State-of-the-art indoor aerosol laboratory facility• Penn State at the Navy Yard complex (661, 7R) with CHP Enabled Renewables
research facility• DOE EEB Hub project• DOE Mid-Atlantic CHP TAP Center at PSU AE • PA DEP contract to establish CHP Enabled Renewables research at Navy Yard• Initiated UNECE Sustainable Building project with PSU AE as lead technical
organization• Member of Technical Review Panel for NREL ESIF, Singapore National Research
Agency, Dalian University of Technology • Technical Director, Penn State at the Navy Yard
PARTNER WITH ACADEMIC EXPERTS
JAMES FREIHAUTPROFESSOR
ARCHITECTURAL ENGINEERING
System Approaches to Energy Efficiency and IAQ
JUAN PABLO GEVAUDAN AFFILIATE PROFESSORARCHITECTURAL ENGINEERING
Responsive and Adaptive Building Materials
Coming
Dr. Gevaudan’s research focuses on the development, durability, and performance of both conventional and innovative cementitious materials. The mission of this research is to diversify the current suite of cementitious construction materials via the advancement of appropriate cement chemistries for specific infrastructure applications.
• 2019-2021 Marie Skłodowska-Curie Individual Fellow
• Co-PI of two (2) patents on the development of innovative and extreme-durability materials
PARTNER WITH ACADEMIC EXPERTS
RECENT PUBLICATIONS AND PRESENTATIONS
• J.P. Gevaudan, J. Wallat, B. Lama and W.V. Srubar III. (2019) “PVA- and PEG- assisted Sol-gel Synthesis of Aluminosilicate Precursors for N-A-S-H Geopolymer Cements” American Ceramics Society (ACerS) Journal, available online.
• J.P. Gevaudan, A. Caicedo-Ramirez, M. Hernandez, and W.V. Srubar III. (2019) “Copper and Cobalt Improve the Acid Resistance of Alkali-Activated Cements.” Cement and Concrete Research, 115, 327-338.
• J.P. Gevaudan, Z. Craun, and W.V. Srubar III. (2019) “Calcined Waste Eggshells Remove Sulfate in Non-Potable Concrete Mixing Water.” ASCE Journal of Materials in Civil Engineering, 31, 6.
• J.P. Gevaudan, K.M. Campbell, T.J. Kane, R.K. Shoemaker, W.V. Srubar III. (2017) “Mineralization Dynamics of Metakaolin-based Alkali-Activated Cements.” Cement and Concrete Research, 94, 1-12.
Responsive and Adaptive Building Materials The Re-AIM research group investigates, develops,
predicts, and innovates the performance of cementitious
materials to solve the building and infrastructure global
grand-challenge. Degradation mechanisms of
cementitious materials are investigated by leveraging
statistics-based experimental and computational
methodologies; and merging the fields of cement
chemistry, building science, and materials science.
PARTNER WITH ACADEMIC EXPERTS
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JUAN PABLO GEVAUDANAFFILIATE PROFESSOR
ARCHITECTURAL ENGINEERING
Coming
LINDA HANAGANASSOCIATE PROFESSOR ARCHITECTURAL ENGINEERING
Floor Vibration Serviceability: Design, Assessment, RepairDr. Hanagan’s primary research focus involves serviceability of building structures, with particular emphasis on designing to avoid excessive floor vibrations, diagnosing and repairing floor vibration problems, structural control including active control of floor vibration, and experimental testing.
• L. M. Hanagan, "Active Floor Vibration Control System." U.S. Patent 6,874,748 B2, issued April 5, 2005.
• Outstanding Paper of 2010, Journal of Performance of Constructed Facilities, ASCE.• AISC Faculty Fellow, American Institute of Steel Construction, 2003.
PARTNER WITH ACADEMIC EXPERTS
RECENT PUBLICATIONS AND PRESENTATIONS
• Hanagan, Linda M. (2016). “Mitigating Existing Floor Vibration Issues in a School Renovation,” Proceedings of the 34th IMAC: Dynamics of Coupled Structures, Vol. 4, pp. 155-162, Springer, Cham.
• Barben, Benjamin R. and Hanagan, Linda M. (2015). “Isolating a Scanning Electron Microscope from Chiller Unit Vibrations,” Proceedings of the 33rd IMAC: Dynamics of Civil Structures, Vol. 2, pp. 531-540, Springer, Cham.
• Barben, Benjamin R. and Hanagan, Linda M. (2014). “Investigation of a Slab on Grade Supporting Sensitive Equipment,” Proceedings of the 32rd IMAC: Dynamics of Civil Structures, Vol. 4, pp. 53-60, Springer, Cham.
• Salyards, K.A. and Hanagan, L.M. (2009) “Evaluation of Measured Vibration Assessment Criteria and Their Application to Stadium Serviceability,” Journal of Performance of Constructed Facilities, ASCE, 24(2), 100-107.
Floor Vibration Serviceability: Design, Assessment, RepairIn addition to traditional vehicles for conducting research, Dr. Hanagan offers Floor Vibration Research Services to assist building owners, engineers, and businesses with experimental assessment and development of repair options to mitigate objectionable levels of floor vibrations from a myriad of vibration sources.Floor Vibration Research Services are offered with two goals in mind:1. To provide services that are not commercially available to the community by providing access
to expertise and resources derived from decades of research in the area of floor vibrations for the purposes of meeting the goals of a specific sponsor.
2. To provide data and funding for student projects and advance and disseminate knowledge in the area of floor vibration behavior, design, assessment, and mitigation.
PARTNER WITH ACADEMIC EXPERTS
LINDA HANAGANASSOCIATE PROFESSOR
ARCHITECTURAL ENGINEERING
Digital Innovations in Construction and Infrastructure SystemsDr. Hu’s research focuses on interdependent system coordination in the built environment. The focus involves using Building Information Modeling (BIM) and Artificial Intelligence (AI) to build an intelligent coordination system to avoid coordination issues and improve design constructability and safety, and to develop an infrastructure digital twin with elements that reflect interdependency and interconnectedness to upgrade infrastructure systems for smart cities. To advance digital transformation in construction, Dr. Hu’s research also includes human-technology interactions from a socio-technical system perspective.
PARTNER WITH ACADEMIC EXPERTS
Yuqing HuASSISTANT PROFESSORARCHITECTURAL ENGINEERING
RECENT PUBLICATIONS AND PRESENTATIONS
• Hu, Y., Castro-Lacouture, D., and Eastman, C. M. (2019). Holistic Clash Detection Improvement Using a Component Dependent Network in BIM Projects. Automation in Construction, Elsevier, 105, 102832.
• Chen, J., Gao, X., Hu, Y., Zeng, Z., and Liu, Y. (2019). A Meta-model-based Optimization Approach for Fast and Reliable Calibration of Building Energy Models. Energy, Elsevier Ltd, 116046
• Hu, Y., Castro-Lacouture, D., and Eastman, C. M. (2019). Holistic Clash Resolution Improvement Using Spatial Networks. Proceedings of the ASCE 2019 International Conference on Computing in Civil Engineering (i3CE). Atlanta, GA.
• Hu, Y., and Castro-Lacouture, D. (2018). Clash Relevance Prediction Based on Machine Learning. Journal of Computing in Civil Engineering, ASCE, 33(2), 04018060.
• Data interoperability for construction and smart cities
• Proactive design coordination based on BIM and graph-based artificial intelligence
• Interdependent infrastructure system performance improvement based on
infrastructure digital twin
• Socio-technical system in construction projects
PARTNER WITH ACADEMIC EXPERTS
Yuqing HuASSISTANT PROFESSOR
ARCHITECTURAL ENGINEERING
Digital Innovations in Construction and Infrastructure Systems
HOUTAN JEBELLIASSISTANT PROFESSORARCHITECTURAL ENGINEERING
[email protected]/smartlab/
Construction Automation, Sensing, and RoboticsDr. Jebelli’s research interests span the use of artificial intelligence in the construction industry; automation, and robotics in construction and infrastructure management; applications of wearable biosensors in the field; developing and facilitating human-centric smart and connected cities; applications of virtual and augmented reality for health and safety management of buildings and infrastructures users; blockchain technology for construction management; and the application of digital twins for pairing of virtual and physical construction sites.
PARTNER WITH ACADEMIC EXPERTS
RECENT PUBLICATIONS AND PRESENTATIONS
• Habibnezhad. M., Jebelli, H., Asadi, S., and Puckett, J. (2020). “Keeping Construction Workers Safe at Heights: Applying Virtual Reality and Neurophysiological Tests to Assess Fear of Heights,” Safety Science, Elsevier.
• Chung. S., Kim. D., Jebelli, H., and Lee, S. (2020). “Review of State-of-the-art Human-robot Collaboration and its Application to Construction,” Automation in Construction, Elsevier.
• Jebelli, H., Choi, B., and Lee, S. (2019). “Application of Wearable Biosensors in Construction Sites: Assessing Workers’ Physical Demand,” Journal of Construction Engineering and Management, ASCE.
• Jebelli, H., Khalili, M., and Lee, (2019). “A Real-Time, Continuously Updated Stress Recognition Procedure Using Electroencephalogram (EEG) by Applying Online Multi-Task Learning Algorithms,” IEEE Journal of Biomedical and Health Informatics, IEEE.
• Jebelli, H., Hwang, S., and Lee, S. (2018) “EEG-based Workers’ Stress Recognition at Construction Sites,” Automation in Construction, Elsevier, 93,315-324.
Construction Automation, Sensing, and Robotics
• Multidisciplinary educational and research background (holding master’s
degrees in structural engineering, construction engineering and
management, electrical engineering and computer science, biomedical
engineering, and a doctoral degree in civil and environmental engineering).
• The Charles M. Eastman Best Paper Award, the 35th CIB W78 Conference:
IT in Design, Construction, and Management, Chicago (2018).
• John L. Tishman Fellowship, University of Michigan.
• The Calvin C. Solem Foundation Fellowship, University of Nebraska-Lincoln.
PARTNER WITH ACADEMIC EXPERTS
HOUTAN JEBELLIASSISTANT PROFESSOR
ARCHITECTURAL ENGINEERING
sites.psu.edu/smartlab/
Construction Robotics
Human-Robot Interaction in the Field
Robot
ControllingHuman-Robot
Collaboration
Worker
Monitoring
Smart and Connected Cities
Multi-sensor Crowdsensing for
Enhancing Livability
Physical Demand
Wearable Sensor-based Cyber-Physical System (CPS)
Smart Health Monitoring & Hazard Detection
Fall Risk
AB
CDE
Channel 1
Channel 2
Reference
Electrode
Stress Hazards
JAVAD KHAZAEIASSISTANT PROFESSORARCHITECTURAL ENGINEERING
Integration of Renewable Energy Sources to GridDr. Khazaei’s research focuses on the application of renewable energy sources in smart grids to address climate change. He has also conducted research on stability and control of power converters and cybersecurity issues in smart grids.
• 2019 Excellence in Research Award, Penn State Harrisburg
• 2019 Best Paper Award, Second Prize, IEEE Smart Grid Asia Conference
• 2018 Outstanding Reviewer Award, IEEE Transactions on Sustainable Energy
• 2016-2017 Best Teaching Assistant Award, University of South Florida
PARTNER WITH ACADEMIC EXPERTS
RECENT PUBLICATIONS AND PRESENTATIONS
• A. Asrari, M. Ansari, J. Khazaei, and P. Fajri, “A Market Framework for Decentralized CongestionManagement in Parallel with Data Traffic Management in Smart Distribution Grids”, IEEE Transactionson Smart Grids, (2019).
• J. Khazaei and D.H. Nguyen, “Distributed Consensus for Output Power Regulation of DFIGs with On-siteEnergy Storage”, IEEE Transactions on Energy Conversion, (2019).
• J. Khazaei, D.H. Nguyen, “Multi-Agent Consensus Design for Heterogeneous Energy Storage Deviceswith Droop Control in Smart Grids”, IEEE Transactions on Smart Grids, (2019).
• J. Khazaei, M. Beza, M. Bongiorno, “Impedance Analysis of Modular Multi-Level Converters Connected to Weak AC Grids”, IEEE Transactions on Power Systems, (2018).
• Department of Defense funded 45kW Plug-and-Play Cyber-Physical
Microgrid Project at Penn State Harrisburg (2016-2019).
• Development of Wide Band-Gap Power Electronics Converters for
Renewable Energy Integration.
• Mixed-Integer Optimization Problems to Model/Detect False Data Injection
Attacks in Smart Grids.
• DC/AC Microgrid Systems for Naval Power Systems (Shipboard Power
Systems).
PARTNER WITH ACADEMIC EXPERTS
JAVAD KHAZAEIASSISTANT PROFESSOR
ARCHITECTURAL ENGINEERING
Integration of Renewable Energy Sources to Grid
DC
AC
DC
AC
DC
AC
Intermittent
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Intermittent
No Intermittency
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ROBERT LEICHTASSOCIATE PROFESSOR ARCHITECTURAL ENGINEERING
Integrated Teams: Organization, Procurement, and TechnologyDr. Leicht uses organizational theory, information and process modeling, and communication theory to research the methods of assembling integrated teams and developing integrated processes with the ultimate goal of delivering high performance buildings.
• Director, Partnership for Achieving Construction Excellence
• Owner’s Guide to Maximizing Success in Integrated Projects has been downloaded by more than
1,000 industry members and adopted by the U.S. General Service Administration
• Co-author of the BIM Project Execution Planning Guide and the BIM Guide for Owners
PARTNER WITH ACADEMIC EXPERTS
RECENT PRESENTATIONS
• ”Exploring the capacity for Innovation in Construction.” Keynote Presentation, When Social Science
meets Lean and BIM, University of Huddersfield, 8-9 January 2018.
• “Organizational Implications of Robotics in the Management of Engineering Projects,” Engineering
Project Organization Conference, Brijuni, Croatia, 25-27 June 2018.
• “Integrated Digital Delivery using Building Information Modeling,” Executive Development Programme
on DfMA and IDD Leadership, Imperial College, London, UK 22 March 2018.
PARTNER WITH ACADEMIC EXPERTS
ROBERT LEICHTASSOCIATE PROFESSOR
ARCHITECTURAL ENGINEERING
Integrated Teams: Organization, Procurement and Technology
OrganizationProcurement
Technology
SMT
PMT
CFPT
CFPT
CFPT
Leicht, Robert, Townes, Allison, and Franz, Bryan, 2017, “Collaborative Team Procurement for Integrated Project Delivery: A Case Study. Lean Construction Journal, pp. 49-64.
Bryan Franz, Robert Leicht, Keith Molenaarand John Messner, 2017, "Impact of Team Integration and Group Cohesion on Project Delivery Performance", ASCE Journal of Construction Engineering and Management, 143, (1), pp. 10.
Li Jiang and Robert Leicht, 2016, "Supporting automated constructability checking for formwork construction: an ontology", Journal of Information Technology in Construction, 21, (28), pp. 22.
MOSES LINGTEACHING PROFESSOR ARCHITECTURAL ENGINEERING
Integrative Design through Project-Based Learning Professor Ling focuses on integrative design practices in architectural engineering resulting in implementation of project-based learning opportunities in a five-year architectural engineering curriculum.• Served on faculty team of CoLab design studio
• Advise and consult fifth-year students on innovative integrative design concepts resulting in
highest recognition in the AEI Student Design Competition
PARTNER WITH ACADEMIC EXPERTS
RECENT PUBLICATIONS AND PRESENTATIONS
• Ling, Moses D.F. and Solnosky, Ryan: Integration Opportunities in a 5 Year Architectural Engineering
Curriculum. AEC Next Expo and Conference, June 5, 2018, Anaheim, California.
• Ling, Moses D.F.: Integrative Design. Tsinghua Summer School for International Construction, 2018,
Tsinghua University, Beijing, China.
Integrative Design through Project-Based Learning • Learning through Observation - AE496 Building Case Study, AE Summer Study
Abroad Program 2018 - Beijing, Shanghai, Hong Kong
• Learning through Service Opportunities - AE496 Building Case Study, AE Summer
Study Abroad Program 2018. Tangkou Community Center, Kaiping, Guangzhou,
China
• Architectural Engineering Institute of ASCE, President Emeritus
• AEI Conference 2019, Conference Chair
PARTNER WITH ACADEMIC EXPERTS
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MOSES LINGTEACHING PROFESSOR
ARCHITECTURAL ENGINEERING
ALI MEMARIPROFESSOR, BERNARD AND HENRIETTA HANKIN CHAIR IN RESIDENTIAL CONSTRUCTION; DIRECTOR, PHRCARCHITECTURAL ENGINEERING
Building Envelope Systems and Residential ConstructionDr. Memari’s research interests include experimental and analytical evaluation of building envelope systems, performance of residential and commercial buildings under natural hazards and environmental effects, building science and enclosure energy performance evaluation, BIM, and 3D printing of concrete. • Teaching Experience: Earthquake Resistant Design of Buildings, Building Enclosure Science and
Design, Structural Analysis, Stability of Structures, Reinforced Concrete Design, Prestressed Concrete Design, Masonry Design, Steel Design, Foundation Design.
• Author of over 250 publications, including papers in journals, conference proceedings, magazines, books/book chapters, and research reports.
PARTNER WITH ACADEMIC EXPERTS
RECENT PUBLICATIONS AND PRESENTATIONS
• Lu, X. and Memari, A. M., (2019). “Application of Infrared Thermography on In-Situ Determination of Building Envelope Thermal Properties,” Elsevier Journal of Building Engineering, Vol. 26, 100885, pp. 1-12.
• Kamel, E. and Memari, A. M., (2019). “Review of BIM’s Application in Building Energy Simulation: Tools, Issues, and Solutions,” Elsevier J. of Automation in Construction,” Vol. 97, (January 2019) pp. 164-180.
• Ariosto, T., Memari, A. M., and Solnosky, R. L., (2019). “Development of Designer Aids for Energy Efficient Residential Window Retrofit Solutions,” Elsevier, Sustainable Energy Technologies and Assessments, Published on 3/8/19: Vol. 33, pp. 1-13.
• Lu, X. and Memari, A. M., (2019). “Comparative Energy Analysis and Life Cycle Assessment of Innovative Residential Wall Systems,” ASCE Practice Periodical on Structural Design and Construction, Vol. 24, No. 3, pp. 04019015-1 to 04019015-17.
Building Envelope Systems and Residential Construction• Started the new Residential Construction Minor and function as the Faculty in Charge of
the new academic program, (August 2015-present).• Initiated participation of Penn State student team in DOE Race to Zero since 2013, serving
as Head Competition Advisor; Team won 1st Place out of 40 teams in the Suburban Single-Family Housing in the 2017-2018 competition.
• As Head Faculty Advisor for the NAHB Student Chapter Residential Construction Management Competition, efforts led to two National Championships: 1st Place out of 34 schools in 2014-2015, and 1st Place out of 34 schools in 2017-2018.
• Introduced a new technical conference on Residential Building Design and Construction through PHRC and served as Conference Chair for the past four conferences (2013-2018).
• Founding Editor, Special Section/Selection on Housing and Residential Building Construction, ASCE Journal of Architectural Engineering (October 2012-present).
• Patents: 1) Transparent Sustainable Wall System; 2) Earthquake Damage Resistant Glass
PARTNER WITH ACADEMIC EXPERTS
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ALI MEMARIPROFESSOR, BERNARD AND HENRIETTA HANKIN CHAIR
IN RESIDENTAL CONSTRUCTION; DIRECTOR,
PENNSYLVANIA HOUSING RESEARCH CENTER
ARCHITECTURAL ENGINEERING
JOHN MESSNERCHARLES AND ELINOR MATTS PROFESSOR OF ARCHITECTURAL ENGINEERINGARCHITECTURAL ENGINEERING
Transforming Project Delivery with TechnologyDr. Messner is the Director of the Computer Integrated Construction (CIC) Research Program at Penn State and a Professor of Architectural Engineering. He specializes in Building Information Modeling (BIM) and virtual prototyping research, along with globalization issues in construction.• Chair, buildingSMART Alliance, a council within the National Institute of Building Sciences
• Chair, Research Committee, Lean Construction Institute
• Past Chair, Computing Division, American Society of Civil Engineering
PARTNER WITH ACADEMIC EXPERTS
RECENT PUBLICATIONS AND PRESENTATIONS
• Virtual Penn State Campus. Bentley Year in Infrastructure, Award Finalist Presentation – Reality Modeling. Bentley Systems, Singapore, Oct 11, 2017.
• Focus on the Process: BIM Project Execution Planning. Keynote Presentation. Digital Methods in AEC, Hannover University, Hannover, Germany, Sep 5.
• Developing Problem-Solving Skills in Construction Education with the Virtual Construction Simulator. International Journal of Engineering Education, 2017, 33(2), 831-846 by Castronovo, F., Van Meter, Peggy N., Zappe, S. E., Leicht, R., & Messner, J.
• Developing an Experienced-based Design Review Application for Healthcare Facilities using a 3D Game Engine. Journal of Information Technology in Construction, 2011, 16, 84-103 by Kumar, S., Hedrick, M., Wiacek, C., & Messner, J.
Transforming Project Delivery with Technology• Leveraging Building Information Modeling (BIM) to improve project delivery,
including the development of three core sections of the National BIM Standard –US (BIM Project Execution Planning Guide, Owner’s Guide for BIM, and the Uses of BIM)
• Integrating facility information as demonstrated in a virtual Penn State campus model which received a 2017 Bentley Year in Infrastructure award
• Advancing team engagement with facility information using virtual and augmented reality, including the development of two Immersive Construction Labs to support collaboration in immersive environments
PARTNER WITH ACADEMIC EXPERTS
JOHN MESSNERCHARLES AND ELINOR MATTS PROFESSOR OF
ARCHITECTURAL ENGINEERING
ARCHITECTURAL ENGINEERING
RICHARD MISTRICKASSOCIATE PROFESSORARCHITECTURAL ENGINEERING
Lighting System Performance ModelingDr. Mistrick’s research focuses on computer modeling of lighting and daylighting systems, including detailed modeling of daylight integrated lighting control systems. Other areas of interest include circadian effects, discomfort glare, luminaire optical design, parametric modeling and design optimization, energy impacts of façade systems, and automated shading systems.
• Developed the DaysimPS software to model the performance of integrated lighting control systems with automated shading.
• Developed an approach to quantify the performance of a daylight integrated lighting control system configuration and layout.
PARTNER WITH ACADEMIC EXPERTS
RECENT PUBLICATIONS AND PRESENTATIONS • Mistrick R, Casey C, Chen L, Subramaniam S. 2015. Computer Modeling of Daylight-Integrated
Photocontrol of Electric Lighting Systems. Buildings, 5(2), 449-466. • Sadeghi, R & Mistrick, R. (2017). Optimization of Modeling Parameters for Trees in Daylighting
Simulations. Proceedings of the 2016 IES Annual Conference. • Subramaniam, S. & Mistrick, R. (2017). A More Accurate Approach for Calculating Illuminance with
Daylight Coefficients. Proceedings of the 2016 IES Annual Conference. New York, NY: Illuminating Engineering Society.
• Mistrick, R. G. & Ai, Q. (2016). A Study of the impact of climate, latitude, orientation and shading devices on ASE and sDA. Proceedings of the 2016 IES Annual Conference.
Lighting System Performance Modeling• Mistrick, R. & Subramaniam, S. (2016). Incorporating adjustable external
shading systems in annual daylighting simulations: A prototypical study. Proceedings of the 2016 IES Annual Conference.
• Mistrick, R. G. & Sadeghi, R. The Impact of Level of Detail in Modeling the Exterior Surround in Daylight Simulations. Proceedings of the 2016 IES Annual Conference.
• Subramaniam, S., Chen, L., & Mistrick, R. G. (2013). Annual Performance Metrics for Photosensor Controlled Daylight-Responsive Lighting Control Systems. Proceedings of the 2013 Illuminating Engineering Society Conf.
• Casey, C., & Mistrick, R. G. (2013). Determining the critical point for design, analysis, and commissioning of a photocontrolled dimming system. Proceedings of the IES Annual Conference. New York: IESNA.
PARTNER WITH ACADEMIC EXPERTS
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RICHARD MISTRICKASSOCIATE PROFESSOR
ARCHITECTURAL ENGINEERING
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REBECCA NAPOLITANOASSISTANT PROFESSORARCHITECTURAL ENGINEERING
Hybrid Analytics for Existing InfrastructureDr. Napolitano’s research focuses on hybrid analytics at the intersection of civil engineering,computer science, and existing infrastructure. Hybrid analytics, a nascent field, is thecombination of physics-based modeling and data-driven modeling for the endgoal of making real-time predictions and monitoring in the context of Digital Twin a reality.This new field leverages the decipherability and clear-box nature of physics-based modeling,with accuracy and pattern recognition techniques of data-driven machine learning algorithms.
PARTNER WITH ACADEMIC EXPERTS
RECENT PUBLICATIONS AND PRESENTATIONS
• R. Rahnavard, H. Craveiro, R. Napolitano (2020) “Static and dynamic stability analysis of a steel-rubberisolator with rubber cores” Journal of Structures.
• M. Nav, R Rahnavard, A. Noorzad, R. Napolitano (2020) “Numerical evaluation of the behavior ofordinary and reinforced stone columns” Journal of Structures.
• R. Napolitano, B. Glisic (2019) “Hybrid physics-based modeling and data-driven method for diagnosticsof masonry structures” Computer Aided Civil and Infrastructure Engineering.
• R. Napolitano, M. Hess, B. Glisic (2019) “ Quantifying the differences in documentation and modelinglevels for building pathology and diagnostics” Archives of Computational Methods in Engineering.
• R. Napolitano, Z. Liu, C. Sun, B.Glisic (2019) Combination of image-based documentation andaugmented reality for structural health monitoring and building pathology” Frontiers in BuiltEnvironment.
Hybrid Analytics for Existing InfrastructureDr. Napolitano is the director of the Built Environment Analytics and Modeling (BEAM)lab which studies how convolutional neural networks, manifold learning, physics-basedmodeling, and cyber physical systems can be used to adapt existing structures in aworld moving more and more towards green infrastructure and smart cities. Hercurrent research initiatives include:
• unmanned aerial vehicles for real-time, automated infrastructure inspection• fusion of nondestructive evaluation for multi-modal documentation• in-the-loop simulations to create digital twins of infrastructure• augmented reality for synthesizing disparate data sets into intuitive cyber physical
systems
PARTNER WITH ACADEMIC EXPERTS
REBECCA NAPOLITANOASSISTANT PROFESSOR
ARCHITECTURAL ENGINEERING
ESTHER OBONYOASSOCIATE PROFESSORENGINEERING DESIGN AND ARCHITECTURAL ENGINEERING
Materials, Big Data for Safety and GlobalizationDr. Obonyo’s research includes work in sustainable structural materials in masonry systems for contexts that are resource-constrained and/or hazard mitigation. She has projects in machine learning and data. She also works in the area of globalization, entrepreneurship, and science diplomacy. • Affordable, sustainable, resilient structural materials
• Data mining and machine learning for promoting preventive health in safety
• Science diplomacy and entrepreneurship
PARTNER WITH ACADEMIC EXPERTS
RECENT PUBLICATIONS AND PRESENTATIONS
• Zhao, J. and Obonyo, E. (2018), Towards a Data-Driven Approach to Injury Prevention in Construction inAdvanced Computing Strategies for Engineering, 25th EG-ICE International Workshop 2018, Lausanne,Switzerland, June 10-13, 2018, Proceedings, Part I, Smith and Domer (eds), pp 385-411.
• Obonyo, E. A. (2017) "Leveraging People, Process, and Data to Advance the Large-scale Deployment ofSustainable Structural Materials," Addressing Africa's challenges through Materials Development,AMRS, Gaborone, 11-14th December, 2017.
• Obonyo, E. A. and Donkor, P. (2016). Compressed Soil Blocks: Influence of Fibers on Flexural Propertiesand Failure Mechanism. Construction & Building Materials, 121, pp 25-33.
Materials, Big Data for Safety and Globalization• Chair of 2019 Non-Conventional Building Materials Conference
• Penn State’s Inaugural Global Faculty Fellow (2017)
• Penn State Global Programs Strategic Initiatives Director (WEFs NEXUS)
• Interim Director of Humanitarian Engineering and Social
Entrepreneurship, Penn State University
• 2015/2016 Jefferson Science Fellow and Senior Science Advisor
(Department of State/National Academy of Science)
PARTNER WITH ACADEMIC EXPERTS
ESTHER OBONYOASSOCIATE PROFESSOR
ENGINEERING DESIGN AND ARCHITECTURAL
ENGINEERING
M. KEVIN PARFITTPROFESSORARCHITECTURAL ENGINEERING
Better Buildings Through Failures Research and EducationProfessor Parfitt’s research is primarily focused on engineering education including the concept of creating better buildings through the study of failures and forensic techniques, as well as professional preparation of students through an effective capstone experience.
• Snow-Induced Building Failures including Site Specific Snow Load Case Study Applications.• Active Learning and Service Learning in Forensics and Building Performance: “The Campus is our
Lab” concept. • Created Penn State Architectural Engineering multidisciplinary capstone program option with
grant from the Thornton Tomasetti Foundation and the Leonhard Center for the Enhancement of Engineering Education.
PARTNER WITH ACADEMIC EXPERTS
RECENT PUBLICATIONS AND PRESENTATIONS
• Parfitt, M. Kevin and Bechtel, John. Zero Defects: A Focus on Project Cx and QA/QC. Building Commissioning Association / PA COAA / AIA Middle PA / Penn State University. June 5, 2018, Univ. Park.
• Solnosky, R. and Parfitt, M. Kevin (2018) Observed Best Practices Within a Student Driven Multidisciplinary Team-Based Architectural Engineering Capstone, ASEE Annual Conference.
• Failing Forward – Construction Failure Case Studies (2018), Education Committee, ASCE Forensic Engineering Division, 8th Forensic Congress.
• Yuan, X, Parfitt, M. Kevin and Anumba, C.J. (2014). The use of cyber-physical systems in temporary structures – An exploratory study. Intl. Conf. on Computing in Civil and Building Engineering (ASCE).
Better Buildings Through Failures Research and Education
• CROSS-US (Confidential Reporting on Structural Safety – United States): Member of expert review panel
• ASCE Forensic Engineering Division: Forensic Engineering 8th Congress Steering Committee / Technical Program Committee. Standing Committees: Dissemination of Failure Information, Education Committee, Co-Ed Failure Case Studies in CE
• Architectural Engineering Institute of ASCE: Fellow AEI, Editorial Board and Former Editor, Journal of Architectural Engineering
• Failures Investigations: Pittsburgh Convention Center Failure, Dulles Airport Jet Center Snow Collapse, Court Qualified Expert Witness
• Penn State Teaching Fellow, PSEAS Awards: Outstanding Advising, Outstanding Teaching, Premier Teaching, Perez Student Advocate
PARTNER WITH ACADEMIC EXPERTS
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M. KEVIN PARFITTPROFESSOR
ARCHITECTURAL ENGINEERING
GREGORY PAVLAKASSISTANT PROFESSORARCHITECTURAL ENGINEERING
Intelligent Energy System Controls and AnalyticsDr. Pavlak combines modeling, sensing, data analysis, and optimization to develop intelligent control systems that improve building energy performance and increase the sustainability and resilience of the electric grid.
• Multi-objective model predictive control of building portfolios.
• Estimation of building energy flexibility and grid response potential.
• Reduced order modeling, model calibration, and control of energy systems.
PARTNER WITH ACADEMIC EXPERTS
RECENT PUBLICATIONS AND PRESENTATIONS
• Pavlak, G.S., (2018). “Resilience: Building-to-Grid Interface.” Danfoss EnVisioneering Symposium. [pres]• Pavlak, G.S., (2017). “Intelligent Control for Grid-Responsive Building Portfolios.” Penn State Architectural
Engineering Seminar. [pres]• Pavlak, G.S., Henze, G.P., and Cushing, V.J. (2015). “Evaluating synergistic effect of optimally controlling
commercial building thermal mass portfolios.” Energy. 84:161-176.• Henze, G.P., Pavlak, G.S., Florita, A.R., Dodier, R.H., and Hirsch, A.I. (2015). “An energy signal tool for
decision support in building energy systems.” Applied Energy. 138:51-70.• Pavlak, G.S., Henze, G.P., and Cushing, V.J. (2014). “Optimizing commercial building participation in energy
and ancillary service markets.” Energy and Buildings. 81:115-126.• Pavlak, G.S., Florita, A.R., Henze, G.P., and Rajagopalan, B. (2014). “Comparison of Traditional and Bayesian
Calibration Techniques for Gray-Box Modeling.” J. Arch. Eng. 20.
Intelligent Energy System Controls and Analytics
• Blockchain-enabled smart contracts for peer-to-peer energy coordination
• Modular multi-level converters for building-scale PV applications
• Optimal sizing of resources in microgrids with flexible loads
• Machine learning-based building controls
• Multi-stage transactive controls for building HVAC and energy storage systems
• Multi-sectoral optimization for cost-effective low-energy districts
PARTNER WITH ACADEMIC EXPERTS
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GREGORY PAVLAKASSISTANT PROFESSOR
ARCHITECTURAL ENGINEERING
Green grid reliability requires f exible resource capabilities
To reliably operate in these conditions, the ISO requires fexible resources defned by their operating
capabilities. These characteristics include the ability to perform the following functions:
• sustain upward or downward ramp;
• respond for a defned period of time;
• change ramp directions quickly;
• store energy or modify use;
• react quickly and meet expected operating levels;
• start with short notice from a zero or low-electricity operating level;
• start and stop multiple times per day; and
• accurately forecast operating capability.
Reliability requires balancing supply and demand
The net load curves represent the variable portion that ISO must meet in real time. To maintain reliability
the ISO must continuously match the demand for electricity with supply on a second-by-second basis.
Historically, the ISO directed conventional, controllable power plant units to move up or down with
the instantaneous or variable demand. With the growing penetration of renewables on the grid, there
are higher levels of non-controllable, variable generation resources. Because of that, the ISO must
direct controllable resources to match both variable demand and variable supply. The net load curves
best illustrate this variability. The net load is calculated by taking the forecasted load and subtracting
the forecasted electricity production from variable generation resources, wind and solar. These curves
capture the forecast variability. The daily net load curves capture one aspect of forecasted variability.
There will also be variability intra-hour and day-to-day that must be managed. The ISO created cur ves
for every day of the year from 2012 to 2020 to illustrate how the net load following need varies
with changing grid conditions.
Ramping f exibility
The ISO needs a resource mix
that can react quickly to adjust
electricity production to meet
the sharp changes in electricity
net demand. Figure 1 shows a
net load curve for the January
11 study day for years 2012
through 2020. This curve
shows the megawatt (MW)
amounts the ISO must follow
on the y axis over the different
hours of the day shown on the
x axis. Four distinct ramp
periods emerge.
34,000
32,000
30,000
28,000
26,000
24,000
22,000
20,000
18,000
0
Megaw
atts
12am 3am 46am 79am 1012pm 13pm 6pm 9pm
Net load - January 11
Hour
2012(actual)
2013
2014
2020
2017
20152016
20192018
start
stop
start
stop
Figure 1
www.caiso.com | 250 Outcropping Way, Folsom, CA 95630 | 916.351.4400 CommPR/ 2016
© 2016 California ISO
California Independent System Operator 2
PV + Wind Gen.
Load Pred.
Marginal Carbon
DONGHYUN RIMASSOCIATE PROFESSORARCHITECTURAL ENGINEERING
Indoor Air Quality and Health Implications of BuildingsDr. Rim’s research focuses on understanding sources, distribution, and transport of critical air pollutants in indoor environments to help engineers, architects, and building scientists achieve healthy building design and operation.
• Computational Fluid Dynamics (CFD) modeling of pollutant dynamics in buildings
• Personal exposure to indoor air pollutants associated with human activities
• Ventilation and energy performance of building mechanical systems
PARTNER WITH ACADEMIC EXPERTS
RECENT PUBLICATIONS AND PRESENTATIONS
• Rim, D., Gall, E.T., Ananth, S. and Won, Y. (2018). Ozone reaction with human surfaces: Influences ofsurface reaction probability and indoor air flow condition. Building and Environment, 130, 40-48.
• Shan, W. and Rim, D. (2018). Thermal and ventilation performance of combined passive chilled beamand displacement ventilation systems. Energy and Building, 158, 466–475.
• Salimifard, P., Rim, D., Gomes, C., Kremer, P., and Freihaut, J. (2017). Impacts of humidity andaerodynamic disturbance on particle resuspension from floor and duct surfaces. Science of the TotalEnvironment, 583, 241-247.
• Rim, D., Gal, E., and Bae, G.-N. (2017). Particulate matter (PM) in urban nursery schools in a mega-city:a case study in Seoul, Korea. Building and Environment. 119, 1-10.
• Chair, Indoor Aerosols and Aerosol Exposure Working Group, American
Association for Aerosol Research (AAAR)
• Handbook Chair, TC 4.10 (Indoor Environmental Modeling), American
Society of Heating, Refrigerating and Air-Conditioning Engineers
• Best Application Paper Award, 9th IEEE International Conference on
Automation Science and Engineering, Madison, WI
• Distinguished Research Associate Award, U.S. National Institute of
Standards and Technology (NIST)
PARTNER WITH ACADEMIC EXPERTS
DONGHYUN RIMASSOCIATE PROFESSOR
ARCHITECTURAL ENGINEERING
Indoor Air Quality and Health Implications of Buildings
ALY SAIDASSOCIATE PROFESSORARCHITECTURAL ENGINEERING
Building Structural Systems Dr. Said’s research is primarily focused on characterization of structural materials as well as their durability and sustainability. Part of his research studied the use of nano particles to improve the durability of concrete structures. He has also studied the seismic performance of reinforced concrete structures. His main research area is high performance concrete materials and structures as well as masonry structures.
PARTNER WITH ACADEMIC EXPERTS
RECENT PUBLICATIONS AND PRESENTATIONS
• Yacob, N. S., ElGawady, M. A., Sneed, L. H., and Said, A., 2019. Shear strength of fly ash-based geopolymer reinforced concrete beams. Engineering Structures, 196, 109298.
• Ayad, A. and Said, A., 2018. “Using Colloidal Nano Silica to Enhance the Performance of Cementitious Mortars”. Open Journal of Civil Engineering, 8(1), 82-90.
• Talebi, E., Tahir, M., Zahmatkesh, F., Said, A., and Kueh, A., 2018. “Fire Resistance of a Damaged Building Employing Buckling Restrained Braced System”. Journal of Constructional Steel Research, 14(1), 1-21.
• Zeidan, M. S., Bassuoni, M. T., and Said, A., 2017. “Physical Salt Attack on Concrete Incorporating Nano-Silica”. Journal of Sustainable Cement-Based Materials, 6(3), 195-216.
• Said, A., Ayad, A., Talebi, E., and Ilagan, A., 2017. “Durability of Recycled Aggregate Concrete: A Review”. Special Publication on Eco-Efficient and Sustainable Concrete Incorporating Recycled Post-Consumer and Industrial Byproducts, American Concrete Institute, SP314-11, 18.
Building Structural Systems • A voting member in four American Concrete Institute
Committees, including Committee on Nanotechnology
of Concrete.
• Recording Secretary for the Joint ACI-ASCE Committee
441 on Reinforced Concrete Columns.
• Author of over 120 publications, including papers in
journals, conference proceedings, magazines, book
chapters, and research reports.
• Innovative research in recycling waste materials in
sustainable concrete and alkali-activated cements.
• Groundbreaking research in the use of fiber-reinforced
polymers in seismic retrofit of reinforced concrete
frames.
• Innovative research in the use of nano particles (nano-
silica, carbon nano fibers, carbon nano tubes,
graphene) in enhancement of cementitious matrix.
• Expertise in durability of construction materials.
• Expertise in knowledge-based systems and their
application in structural design.
PARTNER WITH ACADEMIC EXPERTS
ALY SAIDASSOCIATE PROFESSOR
ARCHITECTURAL ENGINEERING
WILLIAM SITZABEEAFFILIATE PROFESSOR ARCHITECTURAL ENGINEERING
Facilities Planning, Construction, Operations, & MaintenanceDr. Sitzabee is a senior executive serving as the Associate Vice President for Facilities Management and Planning at Penn State. He is the Chief Facilities Officer where he leads over 1500 FTEs, is responsible for a $230 million operating budget, and directs a $4.7 billion capital construction plan. Dr. Sitzabee is responsible for 32 million square feet of constructed space across Penn State’s 24 locations. He has vast construction management experience across facilities, infrastructure, and utilities areas. As a retired officer, he is a combat veteran and has served as a political military advisor. He has taught at the Air Force’s graduate school, The Air Force Institute of Technology, and at Cornell University. Dr. Sitzabee’s research interests are:
Construction Management – exploring systems engineering approaches for capital construction to include advance project management, legal aspects, safety, and emerging technologies (e.g. BIM, GIS)
Asset Management – big data management and modeling for expansive infrastructure systems to include operations and maintenance, system risk mitigation, and capital construction
Sustainable Facilities – innovative and emerging technologies to improve sustainable facility construction and maintenance, building commissioning, and facility energy controls
PARTNER WITH ACADEMIC EXPERTS
• Highly engaged with the facilities construction community – strong networking
• Understanding the relationship between facility condition to drive preventive
maintenance strategies – reliability centered maintenance/smart systems
• Management of large portfolios of facilities inventory – asset management
• Construction safety, safety through design, and operations safety
• Alternative construction delivery methods – legal aspects of construction
• GIS to model expansive infrastructure systems – spatial analysis
PARTNER WITH ACADEMIC EXPERTS
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WILLIAM E. SITZABEEAFFILIATE PROFESSOR
ARCHITECTURAL ENGINEERING
Facilities Planning, Construction, Operations & Maintenance
RYAN SOLNOSKYASSOCIATE TEACHING PROFESSORARCHITECTURAL ENGINEERING
Engineering Education and Integrated Structural DesignDr. Solnosky’s primary research work examines complex structural building systems and the challenges in designing and integrating them with other disciplines. He also researches how to best educate future professionals. Areas of interest include:
• Technology enhanced active learning, adaptive expertise, and just-in-time learning
• Multi-disciplinary teams dynamics, open ended ill-structured problems
• Design decision-making methodologies, BIM, and early conceptualization techniques
PARTNER WITH ACADEMIC EXPERTS
RECENT PUBLICATIONS AND PRESENTATIONS
• Solnosky, R. and Phillips, J. (2019). “Benchmarking Architectural Engineering Capstones”, 2019 ASEENational Conference, June 16-19th 2019, Tampa, FL.
• Solnosky, R. (2018). “Possibilities for Technology Enhanced Active Learning of Structural Steel Design”,2018 ASEE National Conference, June 25-28th 2018, Salt Lake City, UT.
• Solnosky, R. and Fairchild, J. (2017). “Survey Tools to Evaluate Multidisciplinary Team Dynamics inCapstone Courses”, Advances in Engineering Education, 6(2), 1-32.
• Solnosky, R. and Luth, G.P. (2014). “Structural Processes within Integrated Building Design andConstruction”, ASCE Practice Periodical on Structural Design and Construction, 20(3), 04014035.
Engineering Education and Integrated Structural Design• Two research questions Dr. Solnosky studies:
• How can we objectively make better system selection decisions? • What can be done to better prepare the next generation of
engineers?
• Lead adviser for AEI Student Design Competition teams; 50 awards to date
• Recipient of:
• 2019 PSEAS Lawrence J. Perez Memorial Student Advocate Award
• 2017 PSEAS Outstanding Teaching Award
• 2017 National ACI Walter P. Moore Jr. Faculty Achievement Award
PARTNER WITH ACADEMIC EXPERTS
RYAN SOLNOSKY, P.E.ASSOCIATE TEACHING PROFESSOR
ARCHITECTURAL ENGINEERING
DAVID STABLERASSISTANT TEACHING PROFESSORARCHITECTURAL ENGINEERING
Electrical Systems for BuildingsProfessor Stabler’s focus as an assistant teaching professor is to prepare students for their careers as electrical design engineers in the building industry. He gives students a basic understanding of the various components of electrical systems and equipment used in buildings today as well as the design process itself. His teaching goal is to enable students to create thoughtful and practical designs that reflect building owner needs and clearly explain these designs in construction documents to enable the construction team to deliver the owner’s vison.
PARTNER WITH ACADEMIC EXPERTS
Electrical Systems for Buildings
• LV Power Distribution
• Generator Plants
• Uninterruptible Power Systems (UPS)
• Photovoltaic Power Systems
• Lighting Systems
• Lighting Control Components/Systems
• Power Monitoring/Control Systems (EPMS &
SCADA)
• Interfaces with Building Management
Systems
• Fire Alarm Systems
• Security Systems (access control and CCTV)
Electrical Systems for BuildingsIndustry Experience:
• Over 40 years of electrical design and commissioning experience in the building
industry
• Extensive experience in commissioning of electrical systems in high-reliability
buildings such as datacenters, bio-research facilities, healthcare facilities,and
cleanrooms
• 10 years as owner of an engineering design firm
• Key participant in the development and improvement of software-driven
applications to aid engineering design and commissioning of MEP systems
PARTNER WITH ACADEMIC EXPERTS
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David StablerASSISTANT TEACHING PROFESSOR
ARCHITECTURAL ENGINEERING
MICHELLE VIGEANTASSOCIATE PROFESSORARCHITECTURAL ENGINEERINGAND ACOUSTICS
Linking Acoustic Metrics with Human FactorsDr. Vigeant uses a combination of engineering and social science techniques to investigate the effects of room acoustics and noise on human factors of perception, performance, and stress response. She has also investigated the effects of acoustics on the neural response in the brain using fMRI.• Research group is named “Sound Perception and Room Acoustics Laboratory” (SPRAL)
• 3M Non-Tenured Faculty Award (2017, 2018)
• Research topics: concert hall acoustics (NSF), office noise (industry), and aviation noise (FAA & NIH)
PARTNER WITH ACADEMIC EXPERTS
RECENT PUBLICATIONS AND PRESENTATIONS
• Lawless, M.S., and Vigeant, M.C. (2017). “Effects of test method and participant musical training on preference ratings of stimuli with different reverberation times.” J. Acoust. Soc. Am. 142:2258-2272.
• Neal, M.T., and Vigeant, M.C. (2018). “Achieving realism and repeatability of an orchestra simulated within a concert hall (A).” J. Acoust. Soc. Am. 143:1824 [presentation].
• Lawless, M.S. and Vigeant, M.C. (2017). “Balancing the detrimental effects of office noise annoyance and distraction on work performance (A).” J. Acoust. Soc. Am. 142:2626 [presentation].
• Dick, D.A., and Vigeant, M.C. (2016). “A comparison of measured room acoustics metrics using a spherical microphone array and conventional methods.” Appl. Acoust. 107(6):34-45.
• Lawless, M.S., and Vigeant, M.C. (2015). “Investigating the emotional response to room acoustics: an fMRI study.” J. Acoust. Soc. Am. 138(4):EL417-EL423.
Linking Acoustic Metrics with Human Factors
PARTNER WITH ACADEMIC EXPERTS
MICHELLE VIGEANTASSOCIATE PROFESSOR
ARCHITECTURAL ENGINEERING AND ACOUSTICS
3D sound reproduction facility: Auralization and Reproduction of Acoustic Sound-fields, AURAS facility: 30 loudspeakers and two subwoofers in anechoic chamber
Physiological measurement capabilities• Stress response: Skin conductance and heart rate variability• Neural response: 16-ch EEG
skin conductance EEG – brain activityECG – for heart rate
Room acoustic measurement capabilities• 3D sound measurement capabilities with
32-channel spherical microphone array
• Custom loudspeaker with 20 drivers to reproduce instrument directivitiesViolin Directional Radiation Patterns (Meyer, 2009)
200 – 500 Hz 550 – 700 Hz 800 Hz 1000 – 1250 Hz
8 cm
JULIAN WANGASSOCIATE PROFESSORARCHITECTURAL ENGINEERING
Optical and Thermal Performance of Advanced Façades
• National Science Foundation (NSF) CAREER Award, 2019• Richard Kelly Award, Illuminating Engineering Society of North America, 2017• Editorial Board, Technology, Architecture, and Design (TAD), published by Taylor & Francis and
Association of Collegiate Schools of Architecture
PARTNER WITH ACADEMIC EXPERTS
RECENT PUBLICATIONS AND PRESENTATIONS
• Duan, Q., & Wang, J. (2019). A parametric study of the combined effects of window property and air vent placement. Indoor and Built Environment, 28(3), 345-361.
• Weidong, W., Duan, Q., Feng, Y., Lv, Y., Wang, J., & Meng, Q. (2019). Constructing prototypical building models based on the similarity theory coupled with entropy weight method. Science and Technology for the Built Environment, 1-29.
• Feng, Y., & Wang, J. (2018). Simplified Sensing and In-situ Measuring Approach for Building Window Properties. Proceeding of the 34th Passive Low Energy Architecture (PLEA) Conference.
• Wang, J., & Shi, D. (2017). Spectral selective and photothermal nano structured thin films for energy efficient windows. Applied energy, 208, 83-96.
Dr. Wang’s research combines physical experiments, numerical analysis, data sensing and processing, and human factors to investigate optical, thermal, and energy performance of advanced façade systems and indoor illumination systems.
Optical and Thermal Performance of Advanced Façades
Translating organisms’ self-adaptation responding to external andinternal stimuli into dynamic building façades via computationalmodeling and simulation with embedded sensors, computation,and smart materials and structures.
PARTNER WITH ACADEMIC EXPERTS
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JULIAN WANGASSOCIATE PROFESSOR
ARCHITECTURAL ENGINEERING
Bridging emerging nanomaterials and technologies to the design and modeling of advanced façade for building energy efficiency and high building performance.
Integrating AI into real-time individualized thermal / visual comfort assessment for smart lighting and environment controls in healthcare facilities.