Integration of IoT in building energy infrastructure: A critical review on challenges and solutions

V Moudgil, K Hewage, SA Hussain, R Sadiq - Renewable and Sustainable …, 2023 - Elsevier
Abstract The Internet of Things (IoT) has unprecedentedly entangled the physical world with
cyber technologies and its integration with building infrastructure (BI) is no different …

State of the art review on the HVAC occupant-centric control in different commercial buildings

G Huang, ST Ng, D Li, Y Zhang - Journal of Building Engineering, 2024 - Elsevier
Heating ventilation and air conditioning (HVAC) systems control that takes occupant
information into account is called HVAC occupant-centric control (OCC), which strikes better …

Energy management for internet of things via distributed systems

MAM Sadeeq, S Zeebaree - Journal of Applied Science and Technology …, 2021 - jastt.org
The distributed energy system (DES) architecture is subject to confusion about renewable
energy limits, primary energy supply and energy carriers' costs. For the grid to use unreliable …

Deep learning-based industry 4.0 and internet of things towards effective energy management for smart buildings

M Elsisi, MQ Tran, K Mahmoud, M Lehtonen… - Sensors, 2021 - mdpi.com
Worldwide, energy consumption and saving represent the main challenges for all sectors,
most importantly in industrial and domestic sectors. The internet of things (IoT) is a new …

Digital technologies for a net-zero energy future: A comprehensive review

MM Ferdaus, T Dam, S Anavatti, S Das - Renewable and Sustainable …, 2024 - Elsevier
The energy sector plays a vital role in achieving a sustainable net-zero future, and the
adoption of advanced technologies such as AI, blockchain, quantum computing, digital twin …

Model predictive control for demand flexibility: Real-world operation of a commercial building with photovoltaic and battery systems

K Zhang, A Prakash, L Paul, D Blum, P Alstone… - Advances in Applied …, 2022 - Elsevier
Hundreds of studies have investigated Model Predictive Control (MPC) for the optimal
operation of building energy systems in the past two decades. However, MPC field tests are …

Sensors for sustainable smart cities: A review

MA Ramírez-Moreno, S Keshtkar, DA Padilla-Reyes… - Applied Sciences, 2021 - mdpi.com
Experts confirm that 85% of the world's population is expected to live in cities by 2050.
Therefore, cities should be prepared to satisfy the needs of their citizens and provide the …

LSTM and GRU neural networks as models of dynamical processes used in predictive control: A comparison of models developed for two chemical reactors

K Zarzycki, M Ławryńczuk - Sensors, 2021 - mdpi.com
This work thoroughly compares the efficiency of Long Short-Term Memory Networks
(LSTMs) and Gated Recurrent Unit (GRU) neural networks as models of the dynamical …

Predictive maintenance in building facilities: A machine learning-based approach

Y Bouabdallaoui, Z Lafhaj, P Yim, L Ducoulombier… - Sensors, 2021 - mdpi.com
The operation and maintenance of buildings has seen several advances in recent years.
Multiple information and communication technology (ICT) solutions have been introduced to …

IoT based smart parking system using deep long short memory network

G Ali, T Ali, M Irfan, U Draz, M Sohail, A Glowacz… - Electronics, 2020 - mdpi.com
Traffic congestion is one of the most notable urban transport problems, as it causes high
energy consumption and air pollution. Unavailability of free parking spaces is one of the …