{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,10]],"date-time":"2026-06-10T16:34:20Z","timestamp":1781109260405,"version":"3.54.1"},"reference-count":10,"publisher":"IGI Global Scientific Publishing","issue":"4","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019,10]]},"abstract":"<jats:p>Water management has always been a topic of serious discussion since infrastructure, rural, and industrial development flourished. Due to the depleting water resources, this is now even a bigger challenge. So, here is developed an IoT-based water management system where ultrasonic sensors are employed for predicting the depth of water in the tank and accordingly pumping the water to the sub tank of the apartment. In addition, the time series analysis Auto Regressive Integrative Moving Average (ARIMA) and Least Square Linear Regression (LSLR) algorithms were employed and compared for predicting the water demand for next six months based on the historical water consumption record of the main reservoir\/tank. The information on the amount of water consumed from the main reservoir is pushed to the cloud and to the mobile application developed for utilities. The purpose is to access the water consumption pattern and predict water demand for the next six months from the cloud.<\/jats:p>","DOI":"10.4018\/ijiit.2019100104","type":"journal-article","created":{"date-parts":[[2019,9,19]],"date-time":"2019-09-19T13:42:56Z","timestamp":1568900576000},"page":"57-75","source":"Crossref","is-referenced-by-count":6,"title":["Water Demand Prediction for Housing Apartments Using Time Series Analysis"],"prefix":"10.4018","volume":"15","author":[{"given":"Arpit","family":"Tripathi","sequence":"first","affiliation":[{"name":"SRM Institute of Science and Technology, Chennai, India"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Simran","family":"Kaur","sequence":"additional","affiliation":[{"name":"SRM Institute of Science and Technology, Chennai, India"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5145-510X","authenticated-orcid":true,"given":"Suresh","family":"Sankaranarayanan","sequence":"additional","affiliation":[{"name":"SRM Institute of Science and Technology, Chennai, India"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1221-2268","authenticated-orcid":true,"given":"Lakshmi Kanthan","family":"Narayanan","sequence":"additional","affiliation":[{"name":"SRM Institute of Science and Technology, Chennai, India"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1116-5201","authenticated-orcid":true,"given":"Rijo Jackson","family":"Tom","sequence":"additional","affiliation":[{"name":"SRM Institute of Science and Technology, Chennai, India"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"2432","reference":[{"issue":"2","key":"IJIIT.2019100104-0","first-page":"379","article-title":"IOT Based Water Management System for Smart City","volume":"3","author":"P.Amatulla","year":"2017","journal-title":"International Journal of Advanced Research, Ideas and Innovation in Technology"},{"key":"IJIIT.2019100104-1","unstructured":"ArcGIS Hub. (n.d.). Retrieved from https:\/\/hub.arcgis.com\/"},{"key":"IJIIT.2019100104-2","doi-asserted-by":"crossref","unstructured":"Candelieria, A., & Archettia, F. (2014). Identifying Typical Urban Water Demand Patterns for a Reliable Short-Term Forecasting- The Ice water Project Approach. In Proceedings of 16th Conference on Water Distribution System analysis, Bari, Italy (pp. 1004-1007). Academic Press.","DOI":"10.1016\/j.proeng.2014.11.218"},{"key":"IJIIT.2019100104-3","first-page":"255","article-title":"IoT based water management.","author":"C.Rajurkar","year":"2017","journal-title":"Proceedings of the 2017 International Conference on Nextgen Electronic Technologies: Silicon to Software (ICNETS2)"},{"key":"IJIIT.2019100104-4","doi-asserted-by":"crossref","unstructured":"Chrysi, L., Elpiniki, P., Sambit, S., Arpit, G., & Leandros, T. (2015). Exploring patterns in water consumption by clustering. In Proceedings of 13th Computer Control for Water Industry Conference (CCWI 2015), Leicester, UK (pp. 1439-1446). Academic Press.","DOI":"10.1016\/j.proeng.2015.08.1004"},{"issue":"1","key":"IJIIT.2019100104-5","first-page":"1","article-title":"A Water Demand Forecasting Model using BPNN for Residential Building","volume":"9","author":"S.Dongjun","year":"2016","journal-title":"Contemporary Engineering Sciences"},{"issue":"1","key":"IJIIT.2019100104-6","doi-asserted-by":"crossref","first-page":"148","DOI":"10.4314\/njt.v36i1.19","article-title":"Water demand prediction using artificial neural network for supervisory control","volume":"36","author":"B. I.Gwaivangmin","year":"2017","journal-title":"Nigerian Journal of Technology"},{"key":"IJIIT.2019100104-7","first-page":"791","article-title":"On-line learning of predictive kernel models for urban water demand in a smart city.","author":"M.Herreraa","year":"2014","journal-title":"Proceedings of 12th International Conference on Computing and Control for the Water Industry, CCWI2013"},{"key":"IJIIT.2019100104-8","unstructured":"Sandeep, V.K., Hemalatha, I., & Kishore, R. (2015). A smart water management system for rural area water tanks. Journal of Chemical and Pharmaceutical Sciences, 10(10), 29\u201333."},{"key":"IJIIT.2019100104-9","author":"M.Spyros","year":"2018","journal-title":"Forecasting Methods and Application"}],"container-title":["International Journal of Intelligent Information Technologies"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.igi-global.com\/viewtitle.aspx?TitleId=237966","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,5]],"date-time":"2022-05-05T15:54:09Z","timestamp":1651766049000},"score":1,"resource":{"primary":{"URL":"http:\/\/services.igi-global.com\/resolvedoi\/resolve.aspx?doi=10.4018\/IJIIT.2019100104"}},"subtitle":[""],"short-title":[],"issued":{"date-parts":[[2019,10]]},"references-count":10,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.4018\/ijiit.2019100104","relation":{},"ISSN":["1548-3657","1548-3665"],"issn-type":[{"value":"1548-3657","type":"print"},{"value":"1548-3665","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,10]]}}}