Machine Learning Concept in Smart Water Purifier and Dispenser for Averting Spread of Infections

Abstract

AbstractRecent pandemic made everyone health-conscious and more particularly about hygienist in food and drink water. The general water purifier and dispenser only control the purity in one way or the another but not according to individual user requirement. Moreover, the available water dispensers are not self-officiated to dispense the water without a manual touch of the user. It is worthwhile to note that based on the user’s age and gender the purity or quality of the water has to be consumed to assist their metabolism and growth. Hence, in this dossier, a novel water purification system is presented wherein the microcontroller identifies the user age and gender by executing relevant machine learning algorithm and select the appropriate filter configuration to dispense desired water quality. Further, the pandemic has made us learn about social distancing and disinfection, this is applicable for water dispensers also. Hence, a dispensing system which dispenses the water based on the tumbler shape/size which is accomplished by executing a relevant machine learning algorithm.KeywordsMachine learningImage processing