Managing carbon emissions in construction: Current status and emerging trends

Y Zhao, CZ Li, GQ Shen, Y Teng, H Wu, R Liu - Renewable and Sustainable …, 2025 - Elsevier
Climate change, generally accepted to have been brought about by human-generated
carbon emissions, represents an existential threat to the environment. Therefore, as a …

A tinyml soft-sensor approach for low-cost detection and monitoring of vehicular emissions

P Andrade, I Silva, M Silva, T Flores, J Cassiano… - Sensors, 2022 - mdpi.com
Vehicles are the major source of air pollution in modern cities, emitting excessive levels of
CO2 and other noxious gases. Exploiting the OBD-II interface available on most vehicles …

Overview of emerging technologies for improving the performance of heavy-duty construction machines

AU Khan, L Huang, E Onstein, Y Liu - Ieee Access, 2022 - ieeexplore.ieee.org
Construction equipment is one of the most significant resources in large construction
projects, accounting for a considerable portion of the project budget. Improving the …

Predicting CO2 Emissions from Traffic Vehicles for Sustainable and Smart Environment Using a Deep Learning Model

AH Al-Nefaie, THH Aldhyani - Sustainability, 2023 - mdpi.com
Burning fossil fuels results in emissions of carbon dioxide (CO2), which significantly
contributes to atmospheric changes and climate disturbances. Consequently, people are …

Machine-learning-based carbon dioxide concentration prediction for hybrid vehicles

D Tena-Gago, G Golcarenarenji, I Martinez-Alpiste… - Sensors, 2023 - mdpi.com
The current understanding of CO2 emission concentrations in hybrid vehicles (HVs) is
limited, due to the complexity of the constant changes in their power-train sources. This …

[PDF][PDF] Real time data modeling for forecasting fuel consumption of Construction Equipment using integral approach of IoT and ML techniques

P Katyare, SS Joshi… - J. Inf. Optim …, 2023 - … .s3.ap-south-1.amazonaws.com
Abstract The Internet of Things (IoT) plays a vital role in the automation of Construction
Industry. The real time data of the construction equipment is monitored using IoT devices. An …

Revolutionizing the construction industry by cutting edge artificial intelligence approaches: a review

EZ Gill, D Cardone, A Amelio - Frontiers in Artificial Intelligence, 2024 - frontiersin.org
The construction industry is rapidly adopting Industry 4.0 technologies, creating new
opportunities to address persistent environmental and operational challenges. This review …

Verification of Performance Standards for Construction Equipment in Terms of CO2 Emissions

J Kowalski, M Lendo-Siwicka, G Wrzesiński, R Trach - Sustainability, 2023 - mdpi.com
Almost every civil engineering project involves heavy construction equipment to create
earthworks. This in turn is connected with carbon dioxide emissions, which are hazardous to …

Optimizing AI Transformer Models for CO2 Emission Prediction in Self-Driving Vehicles with Mobile/Multi-Access Edge Computing Support

J Saez-Perez, P Benlloch-Caballero… - IEEE …, 2024 - ieeexplore.ieee.org
With the increasing prominence of self-driving vehicles, there has been a pressing need to
accurately estimate their carbon dioxide (CO2) emissions and evaluate their environmental …

Gas Turbine–CO & NOx Emission Data Analysis With Predictive Modelling Using ML/AI Approaches

AS Dalal, N Sultanova, M Jayabalan… - … on Developments in …, 2023 - ieeexplore.ieee.org
Due to growing environmental concerns in relation to global warming and pollutants, it's
become very critical to study about sources which are contributing towards it. Once such …