If you made any changes in Pure these will be visible here soon.

Research Output 2009 2019

Filter
Article
2019

A data-centric bottom-up model for generation of stochastic internal load profiles based on space-use type

Ward, R. M., Choudhary, R., Heo, Y. & Aston, J. A. D., 2019 Jan 1, In : Journal of Building Performance Simulation.

Research output: Contribution to journalArticle

Open Access
Bottom-up
Principal Components
Internal
Functional Data Analysis
Spatial Resolution
2 Citations (Scopus)

Influence of error terms in Bayesian calibration of energy system models

Menberg, K., Heo, Y. & Choudhary, R., 2019 Jan 2, In : Journal of Building Performance Simulation. 12, 1, p. 82-96 15 p.

Research output: Contribution to journalArticle

Open Access
Error term
Calibration
Energy
Prior Knowledge
Quantify
1 Citation (Scopus)

Investigating an adequate level of modelling for retrofit decision-making: A case study of a British semi-detached house

Ren, G., Heo, Y. & Sunikka-Blank, M., 2019 Nov 1, In : Journal of Building Engineering. 26, 100837.

Research output: Contribution to journalArticle

Zoning
Energy conservation
Decision making
Scheduling
Smart meters

Simplified vector-based model tailored for urban-scale prediction of solar irradiance

Liao, W., Heo, Y. & Xu, S., 2019 May 1, In : Solar Energy. p. 566-586 21 p.

Research output: Contribution to journalArticle

Daylight simulation
Solar radiation
Experiments
2018
5 Citations (Scopus)

Bayesian inference of structural error in inverse models of thermal response tests

Choi, W., Menberg, K., Kikumoto, H., Heo, Y., Choudhary, R. & Ooka, R., 2018 Oct 15, In : Applied Energy. 228, p. 1473-1485 13 p.

Research output: Contribution to journalArticle

Geothermal heat pumps
calibration
Calibration
physical phenomena
thermal conductivity
2017
22 Citations (Scopus)

Exergy analysis of a hybrid ground-source heat pump system

Menberg, K., Heo, Y., Choi, W., Ooka, R., Choudhary, R. & Shukuya, M., 2017 Jan 1, In : Applied Energy. 204, p. 31-46 16 p.

Research output: Contribution to journalArticle

Geothermal heat pumps
Heat pump systems
exergy
Exergy
cooling
10 Citations (Scopus)

Exploration of the Bayesian Network framework for modelling window control behaviour

Barthelmes, V. M., Heo, Y., Fabi, V. & Corgnati, S. P., 2017 Dec 1, In : Building and Environment. 126, p. 318-330 13 p.

Research output: Contribution to journalArticle

behavior control
Bayesian networks
energy
modeling
building
2016
6 Citations (Scopus)

Efficient energy modelling of heterogeneous building portfolios

Pacheco-Torres, R., Heo, Y. & Choudhary, R., 2016 Nov 1, In : Sustainable Cities and Society. 27, p. 49-64 16 p.

Research output: Contribution to journalArticle

Open Access
building
energy
electricity consumption
modeling
Electricity
14 Citations (Scopus)

Exploring the impact of different parameterisations of occupant-related internal loads in building energy simulation

Ward, R., Choudhary, R., Heo, Y. & Rysanek, A., 2016 Jul 1, In : Energy and Buildings. 123, p. 92-105 14 p.

Research output: Contribution to journalArticle

Open Access
Parameterization
Energy balance
Thermal energy
Electricity
11 Citations (Scopus)

Relative importance of factors influencing building energy in urban environment

Tian, W., Liu, Y., Heo, Y., Yan, D., Li, Z., An, J. & Yang, S., 2016 Sep 15, In : Energy. 111, p. 237-250 14 p.

Research output: Contribution to journalArticle

Correlation methods
Gold
Decomposition
Economics
36 Citations (Scopus)

Sensitivity analysis methods for building energy models: Comparing computational costs and extractable information

Menberg, K., Heo, Y. & Choudhary, R., 2016 Dec 1, In : Energy and Buildings. 133, p. 433-445 13 p.

Research output: Contribution to journalArticle

Open Access
Sensitivity analysis
Costs
Linear regression
Regression analysis
Screening
2015
18 Citations (Scopus)

Evaluation of calibration efficacy under different levels of uncertainty

Heo, Y., Graziano, D. J., Guzowski, L. & Muehleisen, R. T., 2015 May 4, In : Journal of Building Performance Simulation. 8, 3, p. 135-144 10 p.

Research output: Contribution to journalArticle

Efficacy
Calibration
Uncertainty
Evaluation
Prediction Model
39 Citations (Scopus)

Scalable methodology for large scale building energy improvement: Relevance of calibration in model-based retrofit analysis

Heo, Y., Augenbroe, G., Graziano, D., Muehleisen, R. T. & Guzowski, L., 2015 May 1, In : Building and Environment. 87, p. 342-350 9 p.

Research output: Contribution to journalArticle

Open Access
building
Calibration
calibration
energy
methodology
2014
27 Citations (Scopus)

Measurement and verification of building systems under uncertain data: A Gaussian process modeling approach

Burkhart, M. C., Heo, Y. & Zavala, V. M., 2014 Jan 1, In : Energy and Buildings. 75, p. 189-198 10 p.

Research output: Contribution to journalArticle

Sensors
Costs
Uncertainty
36 Citations (Scopus)

Uncertainty quantification of microclimate variables in building energy models

Sun, Y., Heo, Y., Tan, M., Xie, H., Jeff Wu, C. F. & Augenbroe, G., 2014 Jan 1, In : Journal of Building Performance Simulation. 7, 1, p. 17-32 16 p.

Research output: Contribution to journalArticle

Uncertainty Quantification
Energy Model
Uncertainty Analysis
Uncertainty analysis
Uncertainty
2013
144 Citations (Scopus)

MPC-based appliance scheduling for residential building energy management controller

Chen, C., Wang, J., Heo, Y. & Kishore, S., 2013 Aug 12, In : IEEE Transactions on Smart Grid. 4, 3, p. 1401-1410 10 p., 6575202.

Research output: Contribution to journalArticle

Model predictive control
Energy management
Scheduling
Controllers
Costs
23 Citations (Scopus)

Quantitative risk management for energy retrofit projects

Heo, Y., Augenbroe, G. & Choudhary, R., 2013 Sep 5, In : Journal of Building Performance Simulation. 6, 4, p. 257-268 12 p.

Research output: Contribution to journalArticle

Energy Model
Risk Management
Risk management
Bayesian Approach
Energy conservation
2012
270 Citations (Scopus)

Calibration of building energy models for retrofit analysis under uncertainty

Heo, Y., Choudhary, R. & Augenbroe, G. A., 2012 Apr 1, In : Energy and Buildings. 47, p. 550-560 11 p.

Research output: Contribution to journalArticle

Calibration
Retrofitting
Energy efficiency
Uncertainty
Decision making
86 Citations (Scopus)

Gaussian process modeling for measurement and verification of building energy savings

Heo, Y. & Zavala, V. M., 2012 Oct 1, In : Energy and Buildings. 53, p. 7-18 12 p.

Research output: Contribution to journalArticle

Energy conservation
Linear regression
Uncertainty
2010
20 Citations (Scopus)

A predictive model for computing the influence of space layouts on nurses' movement in hospital units

Choudhary, R., Bafna, S., Heo, Y., Hendrich, A. & Chow, M., 2010 Aug 20, In : Journal of Building Performance Simulation. 3, 3, p. 171-184 14 p.

Research output: Contribution to journalArticle

Predictive Model
Layout
Healthcare
Unit
Computing
2009
35 Citations (Scopus)

Unit-related factors that affect nursing time with patients: spatial analysis of the time and motion study.

Hendrich, A., Chow, M. P., Bafna, S., Choudhary, R., Heo, Y. & Skierczynski, B. A., 2009 Jan 1, In : HERD. 2, 2, p. 5-20 16 p.

Research output: Contribution to journalArticle

Spatial Analysis
Time and Motion Studies
Nursing
Nurses
Patients' Rooms