INDIAN AIR QUALITY PREDICTION AND ANALYSIS USING MACHINE LEARNING
Abstract
We read the air quality of India by using machine literacy to prognosticate the air quality indicator of a given area. Air quality indicator of India is a standard measure used to indicate the contaminant (so2, no2, rspm, spm.etc.) situations over a period. We developed a model to prognosticate the air quality indicator grounded on literal data of former times and prognosticating over a particular forthcoming time as aGradient decent boosted multivariable retrogression problem. we ameliorate the effectiveness of the model by applying cost Estimation for our prophetic Problem. Our model will be able for successfully prognosticating the air quality indicator of a total county or any state or any bounded region handed with the literal data of contaminant attention. In our model by enforcing the proposed parameter- reducing phrasings, we achieved better performance than the standard retrogression models. our model has 96 delicacy on prognosticating the current available dataset on prognosticating the air quality indicator of whole India, also we use AHP MCDM fashion to find of order of preference by similarity to ideal result.
SANITIZER SPRAYING WIRELESS ROBOT FOR QUARANTINE CENTERS & HOSPITALS
Abstract
The world is severely affected by the Covid-19 pandemic health-care workers are hostile to work inside of COVID-19 hospital due to social distancing. Supplying essentials food and delivering medicine in hospitals has a challenge. To address the need of the World health organization and the certified sanitizing system is a solution for personnel and surface decontamination. To overcome the problem developed automatic portable sanitizing equipment for spraying sanitization solution. The portable sanitizer unit is attached to the top of the mobile robot. The system integrates a sprinkler mechanism and is used to distribute air and disinfectant fluid mixture. The mobile robot main components consist of a DC motor, Bluetooth module, Arduino, Motor driver, Submergible pump, Sprinkler, Battery, DC Converters are used. The system is capable of sanitizing the floors of hospitals. The application area can include hospital corridors, medical shops, operation theatre, walking pathways, doctor room, testing center, and patient room, etc.