Benchmarking whole-building energy performance with multi-criteria technique for order preference by similarity to ideal solution using a selective objective-weighting …

E Wang - Applied Energy, 2015 - Elsevier
This paper develops a robust multi-criteria Technique for Order Preference by Similarity to
Ideal Solution (TOPSIS) based building energy efficiency benchmarking approach. The …

Integrated automation for optimal demand management in commercial buildings considering occupant comfort

F Sehar, M Pipattanasomporn, S Rahman - Sustainable cities and society, 2017 - Elsevier
Implementing demand response (DR) in commercial buildings can play a major role in
reducing building's peak load. This improves the efficiency of electricity grids and mitigates …

Gnu-rl: A practical and scalable reinforcement learning solution for building hvac control using a differentiable mpc policy

B Chen, Z Cai, M Bergés - Frontiers in Built Environment, 2020 - frontiersin.org
We propose Gnu-RL: a novel approach that enables real-world deployment of reinforcement
learning (RL) for building control and requires no prior information other than historical data …

Exploring deep reinforcement learning for holistic smart building control

X Ding, A Cerpa, W Du - ACM Transactions on Sensor Networks, 2024 - dl.acm.org
In recent years, the focus has been on enhancing user comfort in commercial buildings
while cutting energy costs. Efforts have mainly centered on improving HVAC systems, the …

[HTML][HTML] An empirical study of electricity and gas demand drivers in large food retail buildings of a national organisation

MS Spyrou, K Shanks, MJ Cook, J Pitcher, R Lee - Energy and Buildings, 2014 - Elsevier
Food retail buildings account for a measurable proportion of a country's energy consumption
and resultant carbon emissions so energy-operating costs are key business considerations …

Energy and water benchmarks for aquatic centres in Victoria, Australia

JJ Duverge, P Rajagopalan, R Fuller, J Woo - Energy and Buildings, 2018 - Elsevier
Aquatic centres are large and complex buildings which include at least one indoor
swimming pool and several amenities such as gymnasium, café, office, spa, sauna and …

Influence of floor plenum on energy performance of buildings with UFAD systems

Y Xue, Q Chen - Energy and buildings, 2014 - Elsevier
The heat transfer through the floor slab in buildings with Under-Floor Air Distribution (UFAD)
systems may have a negative impact on the energy performance of these buildings …

Multiple regression models for energy consumption of office buildings in different climates in China

S Zhou, N Zhu - Frontiers in Energy, 2013 - Springer
The energy consumption of office buildings in China has been growing significantly in recent
years. Obviously, there are significant relationships between building envelope and the …

[图书][B] Towards Safe and Sample-efficient Learning for Autonomous Energy Systems

B Chen - 2022 - search.proquest.com
Given the dire consequences of climate change, there are growing incentives to curb carbon
emissions by reducing energy consumption and increasing the penetration of renewable …

[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 …