EnergyPlus model-based predictive control within design–build–operate energy information modelling infrastructure

J Zhao, KP Lam, BE Ydstie… - Journal of Building …, 2015 - Taylor & Francis
This study proposes a design–build–operate energy information modelling (DBO-EIM)
infrastructure to allow users to deploy the design-stage building energy model for model …

An EnergyPlus whole building energy model calibration method for office buildings using occupant behavior data mining and empirical data

KP Lam, J Zhao, EB Ydstie, J Wirick, M Qi… - ASHRAE Journal, 2014 - shura.shu.ac.uk
This paper proposes a method comprising procedures to calibrate an EnergyPlus whole
building energy model. An occupant behavior data mining procedure is developed and …

[PDF][PDF] EnergyPlus model-based predictive control (EPMPC) by using MATLAB/SIMULINK and MLE+

J Zhao - 2013 - aivc.org
Current model-based building control research often uses first-principle or linear
identification based building and system model. The detailed high-order EnergyPlus model …

BIM-based data mining method considering data integration and function extension

TW Kang, HS Choi - KSCE Journal of Civil Engineering, 2018 - Springer
The rising demand for sustainable smart buildings is increasing the need to come up with an
effective decision-making method for building energy usage management. Simulating …

Effectiveness of ionic polymer soil stabilizers on warm frozen soil

Z Zhang, H Zhang, J Zhang, M Chai - KSCE Journal of Civil Engineering, 2019 - Springer
Warm frozen soil has characteristics such as low shear strength and high compressibility. To
improve its mechanical strength, the ionic polymer soil stabilizers (IPSS): named XRH …

Data analytics to increase efficiency of the AI based energy consumption predictor

S Das, TK Choudhury… - … Intelligence for Smart …, 2020 - ieeexplore.ieee.org
These days most of the developed countries have been focusing on energy consumption
forecasting. The smart management of energy became the key note for many researchers in …

An online platform to automate LEED energy performance evaluation and submission process

J Zhao, KP Lam, T Biswas, H Wang - Construction Innovation, 2015 - emerald.com
Purpose This study aims to develop a web-based tool–LEED Energy Performance Online
Submission Tool (LEPOST) to reduce the submission cost of the leadership in energy and …

AI Enabled Energy Consumption Predictor for Smart Buildings

S Das, TK Choudhury, SK Dash, J Mishra - Intelligent Systems and …, 2023 - Springer
Artificial intelligence has been taking the prior position in the technology domain. Unlike
other technologies, smart energy management is one of the most likely topics for some …

[PDF][PDF] Department of the Built Environment College of Design and Engineering National University of Singapore

KP LAM - 2022 - cde.nus.edu.sg
This invention describes methods and systems to efficiently map and extract information
from digital representations of buildings for use for a variety of purposes, including but not …

[PDF][PDF] Department of Architecture College of Design and Engineering National University of Singapore

KP LAM - Director, 2021 - cde.nus.edu.sg
Department of Architecture College of Design and Engineering National University of
Singapore Page 1 1 April 2024 Department of Architecture College of Design and Engineering …