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View article: Hybrid modeling approach for better identification of building thermal network model and improved prediction
Hybrid modeling approach for better identification of building thermal network model and improved prediction Open
The gray-box modeling approach, which uses a semi-physical thermal network model, has been widely used in building prediction applications, such as model predictive control (MPC). However, unmeasured disturbances, such as occupants, lighti…
View article: Tensorized Interior Radiative Heat Transfer for a Scalable and Calibrated Building Energy Simulator
Tensorized Interior Radiative Heat Transfer for a Scalable and Calibrated Building Energy Simulator Open
View article: Open building operating system: a grid-responsive semantics-driven control platform for buildings
Open building operating system: a grid-responsive semantics-driven control platform for buildings Open
Grid-interactive efficient buildings (GEBs) with flexible loads are a promising method to decarbonize buildings and support the grid. Despite the promising benefits of GEBs, automation systems managing flexible loads in response to grid si…
View article: Hybrid modeling approach for better identification of building thermal network model and improved prediction
Hybrid modeling approach for better identification of building thermal network model and improved prediction Open
View article: Field Testing and Validation of a Low-cost MPC for Demand Flexibility for Grid-interactive K-12 Schools
Field Testing and Validation of a Low-cost MPC for Demand Flexibility for Grid-interactive K-12 Schools Open
View article: Practical challenges of model predictive control (MPC) for grid interactive small and medium commercial buildings
Practical challenges of model predictive control (MPC) for grid interactive small and medium commercial buildings Open
To the urgent call for mitigating climate change, substantial initiatives have been undertaken to deploy grid-interactive heating, ventilation, and air-conditioning (HVAC) controls, such as model predictive control (MPC) for buildings. The…
View article: Decarbonization of heat pump dual fuel systems using a practical model predictive control: Field demonstration in a small commercial building
Decarbonization of heat pump dual fuel systems using a practical model predictive control: Field demonstration in a small commercial building Open
In the transition from fossil fuel to electrified heating, a concerning trend is emerging in certain regions of the US. Owners of buildings with gas-based systems leave them in place after adding heat pumps (HPs). Existing control solution…
View article: Demystifying Thermal Energy Storage Integrated Heat Pump Systems: Development of Generalized Sizing and Control Algorithms for Demand Flexibility
Demystifying Thermal Energy Storage Integrated Heat Pump Systems: Development of Generalized Sizing and Control Algorithms for Demand Flexibility Open
As electrification and decarbonization goals become more commonplace across the country, the need for integrating thermal energy storage (TES) with HVAC to provide flexibility and load shifting is growing. Although there has been recent wo…
View article: The first field application of a low-cost MPC for grid-interactive K-12 schools: Lessons-learned and savings assessment
The first field application of a low-cost MPC for grid-interactive K-12 schools: Lessons-learned and savings assessment Open
View article: Open Building Operating System: An Open-Source Grid Responsive Control Platform for Buildings
Open Building Operating System: An Open-Source Grid Responsive Control Platform for Buildings Open
View article: The First Field Application of Mpc to K-12 Schools: Lessons-Learned and Savings Assessment
The First Field Application of Mpc to K-12 Schools: Lessons-Learned and Savings Assessment Open
View article: Decarbonization of Heat Pump Dual Fuel Systems Using a Practical Model Predictive Control: Field Demonstration in a Small Commercial Building
Decarbonization of Heat Pump Dual Fuel Systems Using a Practical Model Predictive Control: Field Demonstration in a Small Commercial Building Open
View article: Energy Analytics for Eco-feedback Design in Multi-family Residential Buildings
Energy Analytics for Eco-feedback Design in Multi-family Residential Buildings Open
The residential sector is responsible for approximately 21% of the total energy use in the U.S. As a result, there have been various programs and studies aiming to reduce energy consumption and utility burden on individual households. Amon…
View article: Online Building Energy Model to Evaluate Heating and Cooling-related Behavior Changes for Eco-feedback in a Multifamily Residential Building
Online Building Energy Model to Evaluate Heating and Cooling-related Behavior Changes for Eco-feedback in a Multifamily Residential Building Open
The participation of residents plays a key role in residential energy saving strategies because they make decisions on how to operate building heating and cooling systems. Eco-feedback is an effective tool to motivate energy conserving beh…
View article: Identifying Peer Groups in a Multifamily Residential Building for Eco-Feedback Design
Identifying Peer Groups in a Multifamily Residential Building for Eco-Feedback Design Open
Most residential energy saving strategies require occupants’ participation because they control building and mechanical systems and pay their utility in general. One effective way to increase their participation is to motivate them to chan…
View article: Energy conservation benefit of water-side free cooling in a liquid desiccant and evaporative cooling-assisted 100% outdoor air system
Energy conservation benefit of water-side free cooling in a liquid desiccant and evaporative cooling-assisted 100% outdoor air system Open