학술논문

Design and Development of Exploratory Model in AI for Addressing CO2 Emission for a Sustainable Future
Document Type
Conference
Source
2023 4th International Conference on Computation, Automation and Knowledge Management (ICCAKM) Computation, Automation and Knowledge Management (ICCAKM), 2023 4th International Conference on. :1-6 Dec, 2023
Subject
Bioengineering
Communication, Networking and Broadcast Technologies
Computing and Processing
Engineering Profession
Nuclear Engineering
Power, Energy and Industry Applications
Robotics and Control Systems
Signal Processing and Analysis
Economics
Industries
Technological innovation
Planets
Urban areas
Trajectory
Carbon emissions
CO2 emission
sustainable environment
artificial intelligence
data modeling
ANN
Language
Abstract
The global challenge of carbon dioxide (CO2) emissions and their environmental impact form the core focus of this research endeavor. Through an exploration of various visualizations and analyses, this study delves into the intricate dynamics surrounding CO2 emissions, providing insights into global trends, country-specific trajectories, and the imperative for sustainable practices. Beginning with an overview of worldwide CO2 emissions, the study uncovers the exponential growth trajectory, highlighting the urgency for proactive measures to address this issue. The research further dissects the top 10 CO2 emitting countries over the last decade, emphasizing the importance of collective efforts in emission reduction. Shifting the lens to India's emissions, the study examines the century-long journey of CO2 emissions, capturing the nuanced shifts from the early 20th century to the present day. The graph's portrayal underscores the pivotal role of industrialization, urbanization, and demographic changes in shaping India's carbon footprint. The turning point around 1960 signifies a transformational moment that propelled emissions on a steep upward trajectory. Economic growth emerges as both a driving force and a challenge. The narrative concludes with an exploration of future research avenues, spanning alternative energy sources, policy frameworks, technological innovations, behavioral changes, and inclusive strategies. This study underscores the complexity of the emissions landscape, weaving together historical insights, present-day challenges, and a visionary perspective for the future. As societies navigate the intricate balance between development and environmental responsibility, this research serves as a compass, guiding us toward a world where CO2 emissions are not just numbers but a collective call to action for a sustainable and harmonious future.