Narayana Darapaneni, Nandan Garimella, Santhosh Vadlamani, Sulekha Dileep, S. Manchala, A. Paduri, Dinakar Komanduri, Prajwal Nagisetti
{"title":"Food Temperature Analysis and Forecasting","authors":"Narayana Darapaneni, Nandan Garimella, Santhosh Vadlamani, Sulekha Dileep, S. Manchala, A. Paduri, Dinakar Komanduri, Prajwal Nagisetti","doi":"10.1109/AIIoT52608.2021.9454182","DOIUrl":null,"url":null,"abstract":"Our work delves into the analysis of temperature time-series data, deployment of forecasting models, and their effectiveness in predicting food temperature based on historical data. The temperature of several food items recorded over a period of three months has been utilized for this purpose. Multiple Machine Learning models and their effectiveness in predicting food temperature have been analyzed. The results of these findings are discussed herein during the conclusion.","PeriodicalId":443405,"journal":{"name":"2021 IEEE World AI IoT Congress (AIIoT)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-05-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 IEEE World AI IoT Congress (AIIoT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/AIIoT52608.2021.9454182","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
Abstract
Our work delves into the analysis of temperature time-series data, deployment of forecasting models, and their effectiveness in predicting food temperature based on historical data. The temperature of several food items recorded over a period of three months has been utilized for this purpose. Multiple Machine Learning models and their effectiveness in predicting food temperature have been analyzed. The results of these findings are discussed herein during the conclusion.