Design of an integral sliding mode controller for reducing CO2 emissions in the transport sector to control global warming

Carbon dioxide (CO<sub>2</sub>) is the significant contributor to greenhouse gases and plays a crucial role in the greenhouse effect and climate change. The primary source of CO<sub>2</sub> emissions is fossil fuel combustion, basically due to human activities and transportation activities. The objective of this research is to develop a dynamic model aimed at mitigating global warming by reducing atmospheric CO<sub>2</sub> emissions resulting from the transportation sector. The model includes equations for atmospheric CO<sub>2</sub> emissions, human population, vehicle population, and global warming. Initially, the stability of the model at each equilibrium point is determined by analyzing the eigenvalues of the Jacobian matrix. Subsequently, sensitivity analysis is performed to predict the impact of any parameter of a vehicle population and CO<sub>2</sub> emissions causing global warming. The vehicle parameters are then optimized by applying an integral sliding mode controller (ISMC) to decrease CO<sub>2</sub> emissions and minimize global warming. The ISMC method effectively reduces CO<sub>2</sub> emissions and offers stability for human and vehicle populations, ultimately leading to a reduction in global warming. It is has been found that reducing the vehicle population by 20% can lead to about 4% reduction in CO<sub>2</sub> emissions. This study integrates optimization control techniques to develop a comprehensive model to address CO<sub>2</sub> emissions and global warming, providing a robust framework for sustainable environmental management.

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Publication Details

Journal
Scientific Reports
Published
2025-08-08
DOI
https://doi.org/10.1038/s41598-025-98530-x
Citations
5
Primary Topic
Vehicle emissions and performance
Type
article
Field-Weighted Citation Impact
3.41
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article

Design of an integral sliding mode controller for reducing CO2 emissions in the transport sector to control global warming

Mohammed M. A. Almazah, Mohsan Hassan, Abid Mehmood, Pita Donald
5 citations
Scientific Reports
Vehicle emissions and performance
3.41
article

Design of an integral sliding mode controller for reducing CO2 emissions in the transport sector to control global warming

Mohammed M. A. Almazah, Mohsan Hassan, Abid Mehmood, Pita Donald
article en
5 citations

Abstract

Carbon dioxide (CO<sub>2</sub>) is the significant contributor to greenhouse gases and plays a crucial role in the greenhouse effect and climate change. The primary source of CO<sub>2</sub> emissions is fossil fuel combustion, basically due to human activities and transportation activities. The objective of this research is to develop a dynamic model aimed at mitigating global warming by reducing atmospheric CO<sub>2</sub> emissions resulting from the transportation sector. The model includes equations for atmospheric CO<sub>2</sub> emissions, human population, vehicle population, and global warming. Initially, the stability of the model at each equilibrium point is determined by analyzing the eigenvalues of the Jacobian matrix. Subsequently, sensitivity analysis is performed to predict the impact of any parameter of a vehicle population and CO<sub>2</sub> emissions causing global warming. The vehicle parameters are then optimized by applying an integral sliding mode controller (ISMC) to decrease CO<sub>2</sub> emissions and minimize global warming. The ISMC method effectively reduces CO<sub>2</sub> emissions and offers stability for human and vehicle populations, ultimately leading to a reduction in global warming. It is has been found that reducing the vehicle population by 20% can lead to about 4% reduction in CO<sub>2</sub> emissions. This study integrates optimization control techniques to develop a comprehensive model to address CO<sub>2</sub> emissions and global warming, providing a robust framework for sustainable environmental management.

Scientific ReportsVol. 15(1)
COMSATS University Islamabad (PK), King Khalid University (SA)
Openalex Percentile: Top 7%
Vehicle emissions and performance
3.41
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Design of an integral sliding mode controller for reducing CO2 emissions in the transport sector to control global warming — Mohammed M. A. Almazah, Mohsan Hassan, et al. · Scientific Reports (2025) | TGRS Research Map | TGRS