Principles, research status, and prospects of feature engineering for data-driven building energy prediction: A comprehensive review

Z Wang, L Xia, H Yuan, RS Srinivasan… - Journal of Building …, 2022 - Elsevier
With the rapid growth in the volume of relevant and available data, feature engineering is
emerging as a popular research subject in data-driven building energy prediction owing to …

A review on physical and data-driven modeling of buildings hygrothermal behavior: Models, approaches and simulation tools

MA Hamdaoui, MH Benzaama, Y El Mendili… - Energy and …, 2021 - Elsevier
The hygrothermal simulation of hygroscopic building materials is a real challenge, in terms
of regulations and labelling, but also in decision-making. Today, we lack reference models …

Data-driven aggregation of thermal dynamics within building virtual power plants

X Cui, S Liu, G Ruan, Y Wang - Applied Energy, 2024 - Elsevier
Virtual power plants (VPPs) possess the capability to aggregate flexible resources to provide
grid services in the distributed network operation. The potential for flexibility utilization in …

A critical review on hygrothermal and sound absorption behavior of natural-fiber-reinforced polymer composites

V Bhuvaneswari, B Devarajan, B Arulmurugan… - Polymers, 2022 - mdpi.com
Increasing global environmental problems and awareness towards the utilization of eco-
friendly resources enhanced the progress of research towards the development of next …

Integrated demand response considering substitute effect and time-varying response characteristics under incomplete information

S Zheng, Q Qi, Y Sun, X Ai - Applied Energy, 2023 - Elsevier
Integrated demand response (IDR) has been recognized as an effective approach to
alleviate supply–demand imbalance in integrated energy systems (IESs). However, complex …

Decentralized fault-tolerant controller based on cooperative smart-wireless sensors in large-scale buildings

L Rajaoarisoa, NK M'sirdi, M Sayed-Mouchaweh… - Journal of Network and …, 2023 - Elsevier
The internet of things, based on smart-wireless sensor networks, is more and more used in
buildings to monitor and improve their performance in terms of thermal comfort and power …

Enabling smart control by optimally managing the State of Charge of district heating networks

C Saletti, N Zimmerman, M Morini, K Kyprianidis… - Applied Energy, 2021 - Elsevier
Digitalization and smart control of district heating networks are emerging as key features to
make these systems flexible and optimal. However, since effective and scalable methods for …

Data-driven aggregate thermal dynamic model for buildings: A regression approach

S Lu, W Gu, S Ding, S Yao, H Lu… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The thermal inertia of buildings brings considerable flexibility to the building heating and
cooling loads, which is believed to be a promising demand response resource in energy …

An overview on low energy wake-up radio technology: Active and passive circuits associated with MAC and routing protocols

E Zaraket, NM Murad, SS Yazdani… - Journal of Network and …, 2021 - Elsevier
Abstract The Internet of Things (IoT) is currently used in many wireless sensor network
(WSN) applications. Conventionally, the WSN's energy consumption is considered as one of …

Development and analysis of a dynamic energy model of an office using a building management system (Bms) and actual measurement data

R Džiugaitė-Tumėnienė, R Mikučionienė, G Streckienė… - Energies, 2021 - mdpi.com
Calibration of the energy model of a building is one of the essential tasks required to
determine the efficiency of building management systems, and both their own and other …