{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,19]],"date-time":"2025-09-19T02:25:45Z","timestamp":1758248745848,"version":"3.44.0"},"publisher-location":"New York, NY, USA","reference-count":31,"publisher":"ACM","license":[{"start":{"date-parts":[[2023,11,23]],"date-time":"2023-11-23T00:00:00Z","timestamp":1700697600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2023,11,23]]},"DOI":"10.1145\/3647444.3647932","type":"proceedings-article","created":{"date-parts":[[2024,5,13]],"date-time":"2024-05-13T13:48:36Z","timestamp":1715608116000},"page":"1-5","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":1,"title":["AIdriven Strategy for Predicting Equipment Failure in Manufacturing"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1488-8608","authenticated-orcid":false,"given":"Mandar","family":"Diwakar","sequence":"first","affiliation":[{"name":"AI &amp; Ds, VIIT, Pune, AI &amp; Ds, VIIT, Pune, India"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5447-2255","authenticated-orcid":false,"given":"Shilpa","family":"Sharma","sequence":"additional","affiliation":[{"name":"Symbiosis Law School, Nagpur Campus, Symbiosis International (Deemed University), Pune,, Symbiosis Law School, Nagpur Campus, Symbiosis International (Deemed University), Pune,, India"}]},{"ORCID":"https:\/\/orcid.org\/0009-0004-0516-6736","authenticated-orcid":false,"given":"Ritika","family":"Dhabliya","sequence":"additional","affiliation":[{"name":"Yashika Journal Publications Pvt. Limited, Wardha, Maharashtra, Yashika Journal Publications Pvt. Limited, Wardha, Maharashtra, India"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1010-5757","authenticated-orcid":false,"given":"Reshma","family":"Sonar","sequence":"additional","affiliation":[{"name":"ISBM College of Engineering, Pune, Maharashtra, ISBM College of Engineering, Pune, Maharashtra, India"}]},{"ORCID":"https:\/\/orcid.org\/0009-0006-5515-229X","authenticated-orcid":false,"given":"Shrinivas T.","family":"Shirkande","sequence":"additional","affiliation":[{"name":"S. B. Patil College of Engineering Indapur, Pune, Maharashtra, S. B. Patil College of Engineering Indapur, Pune, Maharashtra, India"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9303-3797","authenticated-orcid":false,"given":"Saurabh","family":"Bhattacharya","sequence":"additional","affiliation":[{"name":"Research Scholar, Department of Computer Applications, NIT, Raipur, C.G, Research Scholar, Department of Computer Applications, NIT, Raipur, C.G, India"}]}],"member":"320","published-online":{"date-parts":[[2024,5,13]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00170-023-12086-6"},{"key":"e_1_3_2_1_2_1","first-page":"36","volume-title":"Xx","author":"Ran X.","year":"2019","unstructured":"Y. Ran, X. Zhou, P. Lin, Y. Wen, and R. Deng, \u201cA Survey of Predictive Maintenance: Systems, Purposes and Approaches,\u201d vol. XX, no. Xx, pp. 1\u201336, 2019, [Online]. Available: http:\/\/arxiv.org\/abs\/1912.07383"},{"key":"e_1_3_2_1_3_1","first-page":"253","article-title":"Cross-Domain Analysis of ML and DL: Evaluating their Impact in Diverse Domains","volume":"11","author":"Khetani Y.","year":"2023","unstructured":"V. Khetani, Y. Gandhi, S. Bhattacharya, S. N. Ajani, and S. Limkar, \u201cCross-Domain Analysis of ML and DL: Evaluating their Impact in Diverse Domains,\u201d Int. J. Intell. Syst. Appl. Eng., vol. 11, pp. 253\u2013262, 2023.","journal-title":"Int. J. Intell. Syst. Appl. Eng."},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1109\/SAMI.2017.7880343"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ifacol.2019.11.226"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.3103\/S1052618822050041"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cie.2019.106024"},{"key":"e_1_3_2_1_8_1","volume-title":"A Survey on Predictive Maintenance for Industry 4.0","author":"Krupitzer","year":"2020","unstructured":"Krupitzer , \u201cA Survey on Predictive Maintenance for Industry 4.0,\u201d 2020, [Online]. Available: http:\/\/arxiv.org\/abs\/2002.08224."},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.rcim.2020.101974"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2014.2349359"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1109\/JSYST.2019.2905565"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2019.2957029"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.3390\/app10238348"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.3103\/S1068798X22020137"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1186\/s40537-020-00312-x"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11082-023-05135-7"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCIC.2018.8782406"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00170-016-8983-8"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10796-017-9749-z"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ress.2015.07.017"},{"key":"e_1_3_2_1_21_1","volume-title":"Machine Learning Repository.","author":"Stephan Matzka","year":"2020","unstructured":"Stephan Matzka, \u201cPredictive maintenance dataset.,\u201d Machine Learning Repository. 2020, [Online]. Available: https:\/\/archive.ics.uci.edu\/ml\/datasets\/AI4I+2020+Predictive+Maintenance+Dataset."},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1145\/3590837.3590888"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1145\/3590837.3590882"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1145\/3590837.3590879"},{"key":"e_1_3_2_1_25_1","first-page":"864","volume-title":"International Journal of Engineering Research and Applications, 2","author":"Chauhan M.","year":"2012","unstructured":"Chauhan, M., Malhotra, R., Pathak, M., & Singh, U. P. (2012). Different aspects of cloud security. International Journal of Engineering Research and Applications, 2, 864-869."},{"key":"e_1_3_2_1_26_1","volume-title":"Short-term predictions by statistical methods in regions of varying dynamical error growth in a chaotic system. Meteorology and Atmospheric Physics, 127, 457-465","author":"Mittal A. K.","year":"2015","unstructured":"Mittal, A. K., Singh, U. P., Tiwari, A., Dwivedi, S., Joshi, M. K., & Tripathi, K. C. (2015). Short-term predictions by statistical methods in regions of varying dynamical error growth in a chaotic system. Meteorology and Atmospheric Physics, 127, 457-465."},{"key":"e_1_3_2_1_27_1","volume-title":"Predictability study of forced Lorenz model: an artificial neural network approach. History, 40(181), 27-33","author":"Singh U. P.","year":"2015","unstructured":"Singh, U. P., Mittal, A. K., Dwivedi, S., & Tiwari, A. (2015). Predictability study of forced Lorenz model: an artificial neural network approach. History, 40(181), 27-33."},{"key":"e_1_3_2_1_28_1","volume-title":"Evaluating the predictability of central Indian rainfall on short and long timescales using theory of nonlinear dynamics. Journal of water and Climate Change, 11(4), 1134-1149","author":"Singh U. P.","year":"2020","unstructured":"Singh, U. P., Mittal, A. K., Dwivedi, S., & Tiwari, A. (2020). Evaluating the predictability of central Indian rainfall on short and long timescales using theory of nonlinear dynamics. Journal of water and Climate Change, 11(4), 1134-1149."},{"key":"e_1_3_2_1_29_1","volume-title":"Secure communication protocol for ATM using TLS handshake. Journal of Engineering Research and Applications (IJERA), 2(2), 838-948","author":"Singh U.","year":"2012","unstructured":"Singh, U., Pathak, M., Malhotra, R., & Chauhan, M. (2012). Secure communication protocol for ATM using TLS handshake. Journal of Engineering Research and Applications (IJERA), 2(2), 838-948."},{"key":"e_1_3_2_1_30_1","volume-title":"Testing reliability of the spatial Hurst exponent method for detecting a change point. Journal of Water and Climate Change, 12(8), 3661-3674","author":"Singh U. P.","year":"2021","unstructured":"Singh, U. P., & Mittal, A. K. (2021). Testing reliability of the spatial Hurst exponent method for detecting a change point. Journal of Water and Climate Change, 12(8), 3661-3674."},{"key":"e_1_3_2_1_31_1","volume-title":"Nonlinear time series analysis of rainfall over central Indian region using CMIP5 based climate model. Climate Change, 1(4), 411-417","author":"Tiwari A.","year":"2015","unstructured":"Tiwari, A., Mittal, A. K., Dwivedi, S., & Singh, U. P. (2015). Nonlinear time series analysis of rainfall over central Indian region using CMIP5 based climate model. Climate Change, 1(4), 411-417."}],"event":{"name":"ICIMMI 2023: International Conference on Information Management & Machine Intelligence","acronym":"ICIMMI 2023","location":"Jaipur India"},"container-title":["Proceedings of the 5th International Conference on Information Management &amp; Machine Intelligence"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3647444.3647932","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3647444.3647932","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,9,18]],"date-time":"2025-09-18T17:23:58Z","timestamp":1758216238000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3647444.3647932"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,11,23]]},"references-count":31,"alternative-id":["10.1145\/3647444.3647932","10.1145\/3647444"],"URL":"https:\/\/doi.org\/10.1145\/3647444.3647932","relation":{},"subject":[],"published":{"date-parts":[[2023,11,23]]},"assertion":[{"value":"2024-05-13","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}