Yapan Liu

Urban scale vehicle-to-building-to-grid integration leveraging human mobility modeling for enhanced grid flexibility

Yapan Liu, Bing Dong

Abstract Across the U.S., the increasing demand for electric vehicle (EV) charging infrastructure is placing new demands on the power grid, challenging its stability and efficiency. To address these challenges, this study proposes a Vehicle-to-Building-to-Grid (V2B2G) framework that incorporates urban-scale human mobility …

us (code pays fourni par la source)

Dataset on occupant behavior, indoor environment, and energy use before and after dormitory retrofit

Pratik Raj Pandey, Yapan Liu, Nina Wilson, Bing Dong

This paper presents a comprehensive 2-year-long dataset capturing Occupant Behavior (OB) of students living in residential dorms, collected both before and after a complete building envelope and energy retrofit. The dataset is categorized into three data sets: OB, Indoor Environmental Quality (IEQ), …

us (code pays fourni par la source)

Modeling urban scale human mobility through big data analysis and machine learning

Yapan Liu, Bing Dong

us (code pays fourni par la source)

ASHRAE URP-1883: Development and Analysis of the ASHRAE Global Occupant Behavior Database

Yapan Liu, Bing Dong, Tianzhen Hong, Bjarne Wilkens Olesen et autres

In developed countries, people spend nearly 90% of their time in buildings or during transportation. Recent research studies demonstrated that occupant behaviors have a significant impact on building performance in relation to the indoor environment and energy use. This paper presents the …

us, dk (code pays fourni par la source)

Data-driven key performance indicators and datasets for building energy flexibility: A review and perspectives

Han Li, Hicham Johra, Flavia De Andrade Pereira, Tianzhen Hong et autres

Energy flexibility, through short-term demand-side management (DSM) and energy storage technologies, is now seen as a major key to balancing the fluctuating supply in different energy grids with the energy demand of buildings. This is especially important when considering the intermittent nature …

us, dk, ie, fr, ca, ae, jp (code pays fourni par la source)

Data-Driven Key Performance Indicators and Datasets for Building Energy Flexibility: A Review and Perspectives

Han Li, Hicham Johra, Flavia De Andrade Pereira, Tianzhen Hong et autres

Energy flexibility, through short-term demand-side management (DSM) and energy storage technologies, is now seen as a major key to balancing the fluctuating supply in different energy grids with the energy demand of buildings. This is especially important when considering the intermittent nature …

A Global Building Occupant Behavior Database

Bing Dong, Yapan Liu, Wei Mu, Zixin Jiang et autres

This paper introduces a database of 34 field-measured building occupant behavior datasets collected from 15 countries and 39 institutions across 10 climatic zones covering various building types in both commercial and residential sectors. This is a comprehensive global database about building occupant …

us, dk, ae, ca, pl, in, gb, br, au, cy, it, cn, sg, at, de (code pays fourni par la source)

A guideline to document occupant behavior models for advanced building controls

Bing Dong, Romana Markovic, Salvatore Carlucci, Yapan Liu et autres

us, de, cy, ae, it, ca, fr, ir, br, no, dk (code pays fourni par la source)

Extending the Brick schema to represent metadata of occupants

Na Luo, Gabe Fierro, Yapan Liu, Bing Dong et autres

us (code pays fourni par la source)

ASHRAE Global Occupant Behavior Database

Bing Dong, Yapan Liu, Wei Mu, Zixin Jiang et autres

Datasets from ASHRAE Global Occupant Behavior Databasehttps://ashraeobdatabase.com/#/

A Global Building Occupant Behavior Database

Bing Dong, Yapan Liu, Wei Mu, Zixin Jiang et autres

Datasets from ASHRAE Global Occupant Behavior Databasehttps://ashraeobdatabase.com/#/

dk (code pays fourni par la source)

A Global Building Occupant Behavior Database

Bing Dong, Yapan Liu, Wei Mu, Zixin Jiang et autres

Datasets from ASHRAE Global Occupant Behavior Databasehttps://ashraeobdatabase.com/#/

dk (code pays fourni par la source)