Photo of Gregory Pavlak

Gregory Pavlak

Assistant Professor

Affiliation(s):

  • Architectural Engineering
  • Institutes of Energy and Environment

225 Engineering Unit A

gxp93@psu.edu

814-867-3323

Research Areas:

Building Mechanical Systems

Interest Areas:

Smart building systems, building-to-grid integration, distributed and renewable energy

 
 

 

Education

  • B.S., Engineering (Mechanical), Hope College, 2009
  • Ph.D., Architectural Engineering, University of Colorado Boulder, 2014

Publications

Journal Articles

  • Min Yu and Gregory Pavlak, 2021, "Assessing the Performance of Uncertainty-Aware Transactive Controls for Building Thermal Energy Storage Systems", Applied Energy, 282, Part B, pp. 116103
  • Siddharth Swaminathan, Gregory Pavlak and James Freihaut, 2020, "Sizing and dispatch of an islanded microgrid with energy flexible buildings", Applied Energy, 276, pp. 115355
  • Shadi M. Abdel Haleem, Gregory Pavlak and William P Bahnfleth, 2020, "Performance of Advanced Control Sequences in Handling Uncertainty in Energy Use and Indoor Environmental Quality Using Uncertainty and Sensitivity Analysis for Control Components", Energy and Buildings, 225, pp. 110308
  • Amy Allen, Gregor P Henze, Kyri Baker and Gregory Pavlak, 2020, "Evaluation of Low-Exergy Heating and Cooling Systems and Topology Optimization for Deep Energy Savings at the Urban District Level", Energy Conversion and Management, 222, pp. 113106
  • Christina Turley, Margarite Jacoby, Gregory Pavlak and Gregor Henze, 2020, "Development and evaluation of occupancy-aware HVAC control for residential building energy efficiency and occupant comfort", Energies, pp. 5396
  • Hyeunguk Ahn, Donghyun Rim, Gregory Pavlak and James Freihaut, 2019, "Uncertainty analysis of energy and economic performances of hybrid solar photovoltaic and combined cooling, heating, and power (CCHP+PV) systems using a Monte-Carlo method", Applied Energy, 255, pp. 113753
  • Gregory Pavlak, Gregor P. Henze, Adam I. Hirsch, Anthony R. Florita and Robert H. Dodier, 2016, "Experimental verification of an energy consumption signal tool for operational decision support in an office building", Automation in Construction, 72, pp. 75-92
  • Gregory Pavlak, Gregor P. Henze and Vincent J. Cushing, 2015, "Evaluating synergistic effect of optimally controlling commercial building thermal mass portfolios", Energy, 84, pp. 161-176
  • Gregor P. Henze, Gregory Pavlak, Anthony R. Florita, Robert H. Dodier and Adam I. Hirsch, 2015, "An energy signal tool for decision support in building energy systems", Applied Energy, 138, pp. 51-70
  • Gregory Pavlak, Gregor P. Henze and Vincent J. Cushing, 2014, "Optimizing commercial building participation in energy and ancillary service markets", Energy and Buildings, 81, pp. 115-126
  • Gregory Pavlak, Anthony R. Florita, Gregor P. Henze and Balaji Rajagopalan, 2014, "Comparison of Traditional and Bayesian Calibration Techniques for Gray-Box Modeling", Journal of Architectural Engineering, 20, (2), pp. 04013011

Conference Proceedings

  • Xinyi Li and Gregory Pavlak, 2021, "Pattern Analysis of Dynamic Grid Incentives and the Implications on Optimal Control of Building Thermal Energy Storage", 2020ne High Performance Buildings Conference, pp. 10
  • Min Yu and Gregory Pavlak, 2021, "Assessing the Value of Uncertainty-Aware Transactive Control Framework for Commercial and Residential Buildings", 2020ne High Performance Buildings Conference, pp. 10
  • Amy Allen, Gregor Henze, Kyri Baker, Gregory Pavlak and Michael Murphy, 2021, "Evaluation of Topology Optimization to Achieve Energy Savings at the Urban District Level", pp. 10
  • Chrissa Turley, Margarite Jacoby, Gregor Henze and Gregory Pavlak, 2020, "Development and evaluation of occupancy-aware model predictive control for residential building energy efficiency and occupant comfort", IOP Conference Series: Earth and Environmental Science, 588
  • Amy Allen, Gregor Henze, Kyri Baker, Gregory Pavlak, Nicholas Long and Yangyang Fu, 2020, "A topology optimization framework to facilitate adoption of advanced district thermal energy systems", IOP Conference Series: Earth and Environmental Science, 588, pp. 022054
  • Lily Li, Donghyun Rim and Gregory Pavlak, 2020, "A Review on Current Passive House Performance and Potentials in Different Climate Zones", Indoor Air 2020, pp. 2
  • Min Gyung Yu and Gregory Pavlak, 2020, "Two-stage stochastic planning for control of building thermal energy storage portfolios with transactive controls", 2020 American Control Conference, pp. 2339-2344
  • Javad Khazaei, Gregory Pavlak, Brandon Lee and Mohamed Elsenbaty, 2018, "A Novel Application of Modular Multi-Level Converters for Partially Shaded PV Systems", IEEE Texas Power and Energy Conference
  • Gregory Pavlak, Anthony R. Florita, Gregor P. Henze and Balaji Rajagopalan, 2013, "Probabilistic Identification of inverse Building Model Parameters", American Society of Civil Engineers, pp. 255-264
  • Amy Allen, Gregor Henze, Kyri Baker and Gregory Pavlak, , "Analysis of HVAC Systems for Deep Energy Savings at the Urban District Level", 14th Conference on Sustainable Development of Energy, Water, and Environment Systems

Other

Research Projects

  • May 2019 - April 2021, "Uncertainty-Aware Transactive Building Controls," (Sponsor: Penn State Institutes of Energy and the Environment).
  • January 2020 - August 2021, "STTR: Phase II: Peer-to-Peer Energy Transactions with Advanced Demand Flexibility for Increasing Solar Energy Utilization," (Sponsor: QCoefficient, Inc. ^).
  • August 2018 - May 2019, "STTR: Peer-to-Peer Energy Transactions with Advanced Demand Flexibility for Increasing Solar Energy Utilization," (Sponsor: QCoefficient, Inc. ^).

Honors and Awards

Service

Service to Penn State:

  • Committee Work, Representative, Architectural Engineering Department Representative, College of Engineering Sustainability Council, January 2019
  • Committee Work, Chairperson, Research Seminar Planning, Events Committee, August 2018
  • Committee Work, Representative, Architectural Engineering Department Representative, College of Engineering Research Computing Committee, February 2018 - August 2019

Service to External Organizations:

  • Participation in or Service to Professional and Learned Societies, Other, Provisional Corresponding Member, Technical Committee 1.4 - Control Theory and Application, ASHRAE, January 2018
  • Participation in or Service to Professional and Learned Societies, Other, Handbook Subcommittee Co-Chair, Technical Committee 7.5 - Smart Building Systems, ASHRAE, July 2018
 


 

About

Widely acknowledged as one of the top Architectural Engineering programs in the world, the Penn State AE Department is dedicated to providing outstanding academic excellence to all of our students. The AE program is focused on preparing students and conducting research in the design, engineering, and construction of building projects.

Department of Architectural Engineering

104 Engineering Unit A

The Pennsylvania State University

University Park, PA 16802

Phone: 814-865-6394