A review of machine learning in building load prediction

L Zhang, J Wen, Y Li, J Chen, Y Ye, Y Fu, W Livingood - Applied Energy, 2021 - Elsevier
The surge of machine learning and increasing data accessibility in buildings provide great
opportunities for applying machine learning to building energy system modeling and …

A review of building information modeling (BIM) and the internet of things (IoT) devices integration: Present status and future trends

S Tang, DR Shelden, CM Eastman… - Automation in …, 2019 - Elsevier
Abstract The integration of Building Information Modeling (BIM) with real-time data from the
Internet of Things (IoT) devices presents a powerful paradigm for applications to improve …

A review on time series forecasting techniques for building energy consumption

C Deb, F Zhang, J Yang, SE Lee, KW Shah - Renewable and Sustainable …, 2017 - Elsevier
Energy consumption forecasting for buildings has immense value in energy efficiency and
sustainability research. Accurate energy forecasting models have numerous implications in …

Building information modelling applications in smart buildings: From design to commissioning and beyond A critical review

C Panteli, A Kylili, PA Fokaides - Journal of Cleaner Production, 2020 - Elsevier
Abstract Building Information Modelling (BIM) constitutes the state of the art in the digital
design techniques, and represents one of the main streams of the Industry 4.0 era. The …

A survey of mobile crowdsensing techniques: A critical component for the internet of things

J Liu, H Shen, HS Narman, W Chung… - ACM Transactions on …, 2018 - dl.acm.org
Mobile crowdsensing serves as a critical building block for emerging Internet of Things (IoT)
applications. However, the sensing devices continuously generate a large amount of data …

Recursive distributed filtering over sensor networks on Gilbert–Elliott channels: A dynamic event-triggered approach

Q Li, B Shen, Z Wang, W Sheng - Automatica, 2020 - Elsevier
In this paper, the recursive distributed filtering problem is investigated for a class of discrete
nonlinear time-varying systems under a dynamic event-triggered mechanism. The system …

A review of occupant-centric building control strategies to reduce building energy use

S Naylor, M Gillott, T Lau - Renewable and Sustainable Energy Reviews, 2018 - Elsevier
Abstract Building Energy Management is identified as a key part of the move towards
localised energy generation and control. The significant discrepancy between building …

Investigating approaches of integrating BIM, IoT, and facility management for renovating existing buildings: a review

ABA Altohami, NA Haron, AH Ales@ Alias, TH Law - Sustainability, 2021 - mdpi.com
The importance of building information is highly attached to the ability of conventional
storing to provide professional analysis. The Internet of Things (IoT) and smart devices offer …

Continuous IEQ monitoring system: Context and development

T Parkinson, A Parkinson, R de Dear - Building and Environment, 2019 - Elsevier
Addressing two common challenges for building performance–reducing the carbon footprint
attached to the provision of comfortable indoor environments, and improving the health and …

Performance of III–V solar cells as indoor light energy harvesters

I Mathews, PJ King, F Stafford… - IEEE Journal of …, 2015 - ieeexplore.ieee.org
Energy-harvesting systems provide power autonomy to individual wireless sensor nodes,
allowing simpler deployment, as compared with wired nodes and longer lifetimes than …