The Science of The Total Environment, Год журнала: 2024, Номер 953, С. 176079 - 176079
Опубликована: Сен. 7, 2024
Язык: Английский
The Science of The Total Environment, Год журнала: 2024, Номер 953, С. 176079 - 176079
Опубликована: Сен. 7, 2024
Язык: Английский
Journal of Environmental Sciences, Год журнала: 2023, Номер 141, С. 166 - 181
Опубликована: Окт. 4, 2023
Язык: Английский
Процитировано
8IEEE Access, Год журнала: 2024, Номер 12, С. 78895 - 78910
Опубликована: Янв. 1, 2024
The Smart City (SC) framework has garnered global recognition for its transformative influence on society through innovative solutions. However, the extensive use of Internet Things (IoT) devices in SCs raises concerns regarding electronic waste and resource consumption. Addressing this challenge necessitates integrating smart grid systems to safeguard SC residents' environment well-being. Accurate air quality prediction is essential informed societal decisions, safe transportation, disaster preparedness. This study introduces a novel approach: Towards Cleaner Industries: Cities' Impact Predictive Air Quality Management (SPAM). SPAM model utilizes bidirectional stacking mechanism long short-term memory neural networks, considering spatiotemporal correlations forecast future pollutant concentrations. Surpassing conventional methods, enhances accuracy while reducing computational complexity. Experimental findings demonstrate enhanced efficiency accuracy, underscoring practicality industrial contexts. represents significant advancement promoting environmental sustainability within framework.
Язык: Английский
Процитировано
2Sustainable Cities and Society, Год журнала: 2024, Номер 112, С. 105650 - 105650
Опубликована: Июль 8, 2024
Язык: Английский
Процитировано
2Journal of Hazardous Materials, Год журнала: 2024, Номер 479, С. 135667 - 135667
Опубликована: Авг. 26, 2024
Язык: Английский
Процитировано
2The Science of The Total Environment, Год журнала: 2024, Номер 953, С. 176079 - 176079
Опубликована: Сен. 7, 2024
Язык: Английский
Процитировано
2