A5038193137- Building Energy and Comfort Optimization
- Sustainable Building Design and Assessment
- Energy Efficiency and Management
- Smart Grid Energy Management
- Wind and Air Flow Studies
- Energy Load and Power Forecasting
- Superconducting Materials and Applications
- Heat Transfer and Optimization
- HVDC Systems and Fault Protection
- Adsorption and Cooling Systems
- Facilities and Workplace Management
- Physics of Superconductivity and Magnetism
- Urban Heat Island Mitigation
- Housing Market and Economics
- Plasmonic and Surface Plasmon Research
- Architecture and Computational Design
- Metamaterials and Metasurfaces Applications
- Quantum optics and atomic interactions
- Microgrid Control and Optimization
- Environmental Impact and Sustainability
- Refrigeration and Air Conditioning Technologies
- Integrated Energy Systems Optimization
- Solar Energy Systems and Technologies
- Image and Signal Denoising Methods
- Electric Vehicles and Infrastructure
Pacific Northwest National Laboratory
2020-2024
University of Alabama
2023-2024
University of Colorado Boulder
2005-2024
Wenzhou University of Technology
2022-2023
Wenzhou University
2021-2023
Government of the United States of America
2021
Nanjing University
2021
University of Colorado System
2018-2019
University of Miami
2018
Tongji University
2014-2016
An accurate and fast building load prediction model is critically important for guiding energy system design, optimizing operational parameters, balancing a power grid between supply demand. A physics-based simulation tool traditionally used to provide the demand; however, it constrained by its complex development process requirement engineering judgments. Machine learning algorithms (i.e., data-driven models) based on big data can bridge this gap. In study, we massive generated (EnergyPlus)...
In the practice of building energy performance evaluation, two types rating systems are widely used in evaluation: empirical baseline use intensity (EUI) for existing buildings and modeled EUI new buildings. Consequently, EUIs by those inconsistent. One example is ASHRAE's Building EQ Operation As Designed. To support EQ, ASHRAE RP-1771 project attempts to 1) make baselines both Designed consistent, 2) reconcile Design with Standard 90.1 baselines. After reviewing data sources, we created...
The evaluation of building energy performance requires a baseline for comparison. Common empirical baselines are usually used existing buildings since they fast and convenient. However, the same type at location will receive despite their difference in usage. Individualized by creating models possible solutions, but it is labor intensive time-consuming. To fill gap, this study to develop individualized way. First, common created based on survey data. Then, get training samples, large-scale...
The commitment of electrification and decarbonization goals in the United States (U.S.) will significantly change performance future buildings. To meet these goals, it is critical to summarize existing research related building discuss pathways. This paper provides a perspective on pathways buildings U.S. A review was conducted, which divided into three closely linked categories: technologies, economic impacts, code regulations. Technologies support investments regulations while marketing...