{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,28]],"date-time":"2025-03-28T04:27:13Z","timestamp":1743136033967,"version":"3.40.3"},"publisher-location":"Cham","reference-count":30,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030781699"},{"type":"electronic","value":"9783030781705"}],"license":[{"start":{"date-parts":[[2021,6,24]],"date-time":"2021-06-24T00:00:00Z","timestamp":1624492800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2021,6,24]],"date-time":"2021-06-24T00:00:00Z","timestamp":1624492800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022]]},"DOI":"10.1007\/978-3-030-78170-5_21","type":"book-chapter","created":{"date-parts":[[2021,6,23]],"date-time":"2021-06-23T09:06:33Z","timestamp":1624439193000},"page":"234-245","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Time Series Analysis for Anomaly Detection of Water Consumption: A\u00a0Case\u00a0Study"],"prefix":"10.1007","author":[{"given":"Marta","family":"Santos","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4244-5393","authenticated-orcid":false,"given":"Ana","family":"Borges","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6650-0388","authenticated-orcid":false,"given":"Davide","family":"Carneiro","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1558-7230","authenticated-orcid":false,"given":"Flora","family":"Ferreira","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2021,6,24]]},"reference":[{"issue":"2","key":"21_CR1","first-page":"174","volume":"45","author":"M Ncube","year":"2019","unstructured":"Ncube, M., Taigbenu, A.: Assessment of apparent losses due to meter inaccuracy-a comparative approach. Water SA 45(2), 174\u2013182 (2019)","journal-title":"Water SA"},{"issue":"3","key":"21_CR2","doi-asserted-by":"publisher","first-page":"04016012","DOI":"10.1061\/(ASCE)IS.1943-555X.0000305","volume":"22","author":"MS El-Abbasy","year":"2016","unstructured":"El-Abbasy, M.S., Mosleh, F., Senouci, A., Zayed, T., Al-Derham, H.: Locating leaks in water mains using noise loggers. J. Infrastruct. Syst. 22(3), 04016012 (2016)","journal-title":"J. Infrastruct. Syst."},{"issue":"4","key":"21_CR3","first-page":"567","volume":"37","author":"HE Mutikanga","year":"2011","unstructured":"Mutikanga, H.E., Sharma, S.K., Vairavamoorthy, K.: Investigating water meter performance in developing countries: a case study of Kampala. Uganda. Water SA 37(4), 567\u2013574 (2011)","journal-title":"Uganda. Water SA"},{"issue":"1","key":"21_CR4","doi-asserted-by":"publisher","first-page":"85","DOI":"10.1080\/1573062X.2015.1057181","volume":"14","author":"S Szilveszter","year":"2017","unstructured":"Szilveszter, S., Beltran, R., Fuentes, A.: Performance analysis of the domestic water meter park in water supply network of Ibarra. Ecuador. Urban Water J. 14(1), 85\u201396 (2017)","journal-title":"Ecuador. Urban Water J."},{"issue":"6","key":"21_CR5","doi-asserted-by":"publisher","first-page":"419","DOI":"10.1080\/1573062X.2012.690434","volume":"9","author":"CM Fontanazza","year":"2012","unstructured":"Fontanazza, C.M., Freni, G., La. Loggia, G., Notaro, V., Puleo, V.: A composite indicator for water meter replacement in an urban distribution network. Urban Water J. 9(6), 419\u2013428 (2012)","journal-title":"Urban Water J."},{"key":"21_CR6","doi-asserted-by":"crossref","unstructured":"Puleo, V., Fontanazza, C., Notaro, V., De Marchis, M., La Loggia, G., Freni, G.: Definition of water meter substitution plans based on a composite indicator. Procedia Eng. 70, 1369\u20131377 (2014)","DOI":"10.1016\/j.proeng.2014.02.151"},{"issue":"3","key":"21_CR7","doi-asserted-by":"publisher","first-page":"831","DOI":"10.2166\/ws.2018.129","volume":"19","author":"R Liemberger","year":"2019","unstructured":"Liemberger, R., Wyatt, A.: Quantifying the global non-revenue water problem. Water Supply 19(3), 831\u2013837 (2019)","journal-title":"Water Supply"},{"key":"21_CR8","doi-asserted-by":"crossref","unstructured":"AL-Washali, T., Sharma, S., Al-Nozaily, F., Haidera, M., Kennedy, M.: Monitoring nonrevenue water performance in intermittent supply. Water 11(6), 1220 (2019)","DOI":"10.3390\/w11061220"},{"key":"21_CR9","volume-title":"Controlo ativo de perdas de \u00e1gua","author":"J Sardinha","year":"2015","unstructured":"Sardinha, J., Serranito, F., Donnelly, A., Marmelo, V., Saraiva, P., Dias, N., Rocha, V.: Controlo ativo de perdas de \u00e1gua. EPAL-Empresa Portuguesa das \u00c1guas Livres, Lisboa (2015)"},{"issue":"5","key":"21_CR10","doi-asserted-by":"publisher","first-page":"123","DOI":"10.1002\/j.1551-8833.2010.tb10115.x","volume":"102","author":"GL Richards","year":"2010","unstructured":"Richards, G.L., Johnson, M.C., Barfuss, S.L.: Apparent losses caused by water meter inaccuracies at ultralow flows. J. Am. Water Works Ass. 102(5), 123\u2013132 (2010)","journal-title":"J. Am. Water Works Ass."},{"issue":"5","key":"21_CR11","doi-asserted-by":"publisher","first-page":"612","DOI":"10.3390\/w10050612","volume":"10","author":"FJ Arregui","year":"2018","unstructured":"Arregui, F.J., Gavara, F.J., Soriano, J., Pastor-Jabaloyes, L.: Performance analysis of ageing single-jet water meters for measuring residential water consumption. Water 10(5), 612 (2018)","journal-title":"Water"},{"issue":"9","key":"21_CR12","doi-asserted-by":"publisher","first-page":"2373","DOI":"10.2166\/wst.2009.423","volume":"60","author":"A Criminisi","year":"2009","unstructured":"Criminisi, A., Fontanazza, C.M., Freni, G., Loggia, G.L.: Evaluation of the apparent losses caused by water meter under-registration in intermittent water supply. Water Sci. Technol. 60(9), 2373\u20132382 (2009)","journal-title":"Water Sci. Technol."},{"issue":"7","key":"21_CR13","doi-asserted-by":"publisher","first-page":"1273","DOI":"10.2166\/wst.2012.009","volume":"65","author":"F Arregui","year":"2012","unstructured":"Arregui, F., Soriano, J., Cabrera, E., Jr., Cobacho, R.: Nine steps towards a better water meter management. Water Sci. Technol. 65(7), 1273\u20131280 (2012)","journal-title":"Water Sci. Technol."},{"key":"21_CR14","doi-asserted-by":"crossref","unstructured":"Arregui, F., Cabrera, E., Cobacho, R., Garcia-Serra, J.: Reducing apparent losses caused by meters inaccuracies. Water Pract. Technol. 1(4) (2006)","DOI":"10.2166\/wpt.2006.093"},{"key":"21_CR15","doi-asserted-by":"crossref","unstructured":"Arregui, F., Cobacho, R., Cabrera Jr., E., Espert, V.: Graphical method to calculate the optimum replacement period for water meters. J. Water Resour. Plan. Manag. 137(1), 143\u2013146 (2011)","DOI":"10.1061\/(ASCE)WR.1943-5452.0000100"},{"issue":"12","key":"21_CR16","doi-asserted-by":"publisher","first-page":"2359","DOI":"10.3390\/en12122359","volume":"12","author":"R Ben\u00edtez","year":"2019","unstructured":"Ben\u00edtez, R., Ortiz-Caraballo, C., Preciado, J.C., Conejero, J.M., S\u00e1nchez Figueroa, F., Rubio-Largo, A.: A short-term data based water consumption prediction approach. Energies 12(12), 2359 (2019)","journal-title":"Energies"},{"issue":"8","key":"21_CR17","doi-asserted-by":"publisher","first-page":"05016005","DOI":"10.1061\/(ASCE)WR.1943-5452.0000659","volume":"142","author":"CM Hester","year":"2016","unstructured":"Hester, C.M., Larson, K.L.: Time-series analysis of water demands in three North Carolina cities. J. Water Resour. Plan. Manag. 142(8), 05016005 (2016)","journal-title":"J. Water Resour. Plan. Manag."},{"key":"21_CR18","unstructured":"Silva, D.V., Sampaio, M.J., Milagres, C., Alves, V., Ferreira, F.: Flow4Link - the flow in the hand. In: 18th International Flow Measurement Conference (2019)"},{"issue":"1","key":"21_CR19","doi-asserted-by":"crossref","first-page":"105","DOI":"10.1111\/j.2517-6161.1990.tb01775.x","volume":"52","author":"JR Hosking","year":"1990","unstructured":"Hosking, J.R.: L-moments: analysis and estimation of distributions using linear combinations of order statistics. J. Roy. Stat. Soc. Ser. B (Methodol.) 52(1), 105\u2013124 (1990)","journal-title":"J. Roy. Stat. Soc. Ser. B (Methodol.)"},{"issue":"10","key":"21_CR20","doi-asserted-by":"publisher","first-page":"1481","DOI":"10.3390\/w10101481","volume":"10","author":"P Kossieris","year":"2018","unstructured":"Kossieris, P., Makropoulos, C.: Exploring the statistical and distributional properties of residential water demand at fine time scales. Water 10(10), 1481 (2018)","journal-title":"Water"},{"issue":"3","key":"21_CR21","doi-asserted-by":"publisher","first-page":"313","DOI":"10.1007\/BF02509830","volume":"11","author":"EB Dagum","year":"2002","unstructured":"Dagum, E.B., Luati, A.: Global and local statistical properties of fixed-length nonparametric smoothers. Stat. Methods Appl. 11(3), 313\u2013333 (2002)","journal-title":"Stat. Methods Appl."},{"key":"21_CR22","unstructured":"Zeileis, A., Leisch, F., Hornik, K., Kleiber, C., Hansen, B., Merkle, E.C., Zeileis, M.A.: Package \u2018strucchange\u2019. R package version, 1\u20135 (2015)"},{"issue":"3","key":"21_CR23","doi-asserted-by":"publisher","first-page":"1","DOI":"10.18637\/jss.v058.i03","volume":"58","author":"R Killick","year":"2014","unstructured":"Killick, R., Eckley, I.: Changepoint: an R package for changepoint analysis. J. Stat. Softw. 58(3), 1\u201319 (2014)","journal-title":"J. Stat. Softw."},{"issue":"500","key":"21_CR24","doi-asserted-by":"publisher","first-page":"1590","DOI":"10.1080\/01621459.2012.737745","volume":"107","author":"R Killick","year":"2012","unstructured":"Killick, R., Fearnhead, P., Eckley, I.A.: Optimal detection of changepoints with a linear computational cost. J. Am. Stat. Assoc. 107(500), 1590\u20131598 (2012)","journal-title":"J. Am. Stat. Assoc."},{"key":"21_CR25","doi-asserted-by":"crossref","unstructured":"Scott, A.J., Knott, M.: A cluster analysis method for grouping means in the analysis of variance. Biometrics 30, 507\u2013512 (1974)","DOI":"10.2307\/2529204"},{"key":"21_CR26","doi-asserted-by":"crossref","unstructured":"Eckley, I.A., Fearnhead, P., Killick, R.: Analysis of changepoint models. Bayesian Time Series Models 205\u2013224 (2011)","DOI":"10.1017\/CBO9780511984679.011"},{"issue":"3","key":"21_CR27","first-page":"1","volume":"66","author":"GJ Ross","year":"2015","unstructured":"Ross, G.J.: Parametric and nonparametric sequential change detection in R: the CPM package. J. Stat. Softw. 66(3), 1\u201320 (2015)","journal-title":"J. Stat. Softw."},{"key":"21_CR28","unstructured":"Walski, T.M., Chase, D.V., Savic, D.A., Grayman, W., Beckwith, S., Koelle, E.: Advanced water distribution modeling and management (2003)"},{"issue":"2","key":"21_CR29","doi-asserted-by":"publisher","first-page":"105","DOI":"10.1109\/LSP.2001.838216","volume":"12","author":"B Jackson","year":"2005","unstructured":"Jackson, B., Scargle, J.D., Barnes, D., Arabhi, S., Alt, A., Gioumousis, P., Gwin, E., Sangtrakulcharoen, P., Tan, L., Tsai, T.T.: An algorithm for optimal partitioning of data on an interval. IEEE Signal Process. Lett. 12(2), 105\u2013108 (2005)","journal-title":"IEEE Signal Process. Lett."},{"key":"21_CR30","first-page":"1","volume":"2006","author":"FA Memon","year":"2006","unstructured":"Memon, F.A., Butler, D.: Water consumption trends and demand forecasting techniques. Water Demand Manag. 2006, 1\u201326 (2006)","journal-title":"Water Demand Manag."}],"container-title":["Lecture Notes in Mechanical Engineering","Innovations in Industrial Engineering"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-78170-5_21","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,9,2]],"date-time":"2024-09-02T12:37:18Z","timestamp":1725280638000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-78170-5_21"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,6,24]]},"ISBN":["9783030781699","9783030781705"],"references-count":30,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-78170-5_21","relation":{},"ISSN":["2195-4356","2195-4364"],"issn-type":[{"type":"print","value":"2195-4356"},{"type":"electronic","value":"2195-4364"}],"subject":[],"published":{"date-parts":[[2021,6,24]]},"assertion":[{"value":"24 June 2021","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"icieng","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference Innovation in Engineering","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Guimar\u00e3es","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Portugal","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2021","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"28 June 2021","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"30 June 2021","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"icieng2021","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/icieng.eu","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}