{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,2,13]],"date-time":"2024-02-13T08:46:35Z","timestamp":1707813995170},"reference-count":20,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2022,9,3]],"date-time":"2022-09-03T00:00:00Z","timestamp":1662163200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"},{"start":{"date-parts":[[2022,9,3]],"date-time":"2022-09-03T00:00:00Z","timestamp":1662163200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"}],"funder":[{"DOI":"10.13039\/100018976","name":"Guangzhou Social Science Foundation","doi-asserted-by":"crossref","award":["2019GZWTZD08"],"award-info":[{"award-number":["2019GZWTZD08"]}],"id":[{"id":"10.13039\/100018976","id-type":"DOI","asserted-by":"crossref"}]},{"name":"Guangzhou Philosophy and Social Sciences Foundation","award":["2018GZWTZD32"],"award-info":[{"award-number":["2018GZWTZD32"]}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Wireless Com Network"],"abstract":"<jats:title>Abstract<\/jats:title><jats:p>With the fast expansion of the industrial Internet of Things (IIoT) in recent years, the requirement for high-speed, dependable, low-latency, and full-coverage IIoT has grown more pressing. Because of the complexities of the industrial environment and the distance of the specific plant site, communication quality is severely hampered. To overcome these challenges, the space-air-ground integrated network (SAGIN) is seen as a viable solution for the IIoT. This article examines SAGIN, IIoT, product life cycle management, and how to handle these difficulties using three methodologies. This paper explores SAGIN, IIoT, product life cycle management, and how three approaches can be used to deal with these difficulties. We first introduce the overall architecture of SAGIN and then use illustrations to explain the concept of product cycle data. The final experimental results demonstrate the effectiveness of our proposed method.<\/jats:p>","DOI":"10.1186\/s13638-022-02159-7","type":"journal-article","created":{"date-parts":[[2022,9,3]],"date-time":"2022-09-03T13:02:48Z","timestamp":1662210168000},"update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Material product life cycle analysis driven by industrial internet of things"],"prefix":"10.1186","volume":"2022","author":[{"given":"Qianwen","family":"Hu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"He","family":"Yang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jingjiao","family":"Wu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hai","family":"Fang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Li","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2022,9,3]]},"reference":[{"issue":"6","key":"2159_CR1","doi-asserted-by":"publisher","first-page":"167","DOI":"10.32362\/2500-316X-2020-8-6-167-183","volume":"8","author":"AN Chesalin","year":"2020","unstructured":"A.N. Chesalin, S.Y. Grodzenskiy, P.V. Tu et al., Technology for risk assessment at product lifecycle stages using fuzzy logic. Russian Technol. J. 8(6), 167\u2013183 (2020)","journal-title":"Russian Technol. J."},{"issue":"1","key":"2159_CR2","first-page":"1","volume":"20","author":"TD Hedberg","year":"2019","unstructured":"T.D. Hedberg, M. Bajaj, J.A. Camelio, Using graphs to link data across the product lifecycle for enabling smart manufacturing digital threads. J. Comput. Inf. Sci. Eng. 20(1), 1\u201329 (2019)","journal-title":"J. Comput. Inf. Sci. Eng."},{"issue":"1","key":"2159_CR3","first-page":"1","volume":"44","author":"D Satoh","year":"2017","unstructured":"D. Satoh, A discrete bass model and its parameter estimation. J. Oper. Res. Soc. Jpn. 44(1), 1\u201318 (2017)","journal-title":"J. Oper. Res. Soc. Jpn."},{"issue":"5","key":"2159_CR4","doi-asserted-by":"publisher","first-page":"655","DOI":"10.2501\/IJMR-2017-045","volume":"59","author":"Y Wang","year":"2017","unstructured":"Y. Wang, L. Pei, Z. Wang, The NLS-based grey Bass model for simulating new product diffusion. Int. J. Mark. Res. 59(5), 655\u2013669 (2017)","journal-title":"Int. J. Mark. Res."},{"issue":"1","key":"2159_CR5","doi-asserted-by":"publisher","first-page":"955","DOI":"10.3233\/JIFS-161548","volume":"32","author":"X Peng","year":"2018","unstructured":"X. Peng, C. Liu, Algorithms for neutrosophic soft decision making based on EDAS, new similarity measure and level soft set. J. Intell. Fuzzy Syst. 32(1), 955\u2013968 (2018)","journal-title":"J. Intell. Fuzzy Syst."},{"issue":"3","key":"2159_CR6","first-page":"1","volume":"31","author":"K Mandal","year":"2017","unstructured":"K. Mandal, K. Basu, Improved similarity measure in neutrosophic environment and its application in finding minimum spanning tree. J. Intell. Fuzzy Syst. 31(3), 1\u201310 (2017)","journal-title":"J. Intell. Fuzzy Syst."},{"issue":"1","key":"2159_CR7","first-page":"341","volume":"164","author":"D Chao","year":"2017","unstructured":"D. Chao, H.D. Qi, Convex optimization learning of faithful Euclidean distance representations in nonlinear dimensionality reduction. Math. Program. 164(1), 341\u2013381 (2017)","journal-title":"Math. Program."},{"issue":"7","key":"2159_CR8","doi-asserted-by":"publisher","first-page":"3323","DOI":"10.1109\/JSTARS.2017.2670083","volume":"10","author":"D Sheng","year":"2017","unstructured":"D. Sheng, D. Lan, L. Chen et al., SAR automatic target recognition based on Euclidean distance restricted autoencoder. IEEE J. Select. Top. Appl. Earth Observ. Remote Sens. 10(7), 3323\u20133333 (2017)","journal-title":"IEEE J. Select. Top. Appl. Earth Observ. Remote Sens."},{"issue":"10","key":"2159_CR9","first-page":"2319","volume":"100","author":"U Yuji","year":"2017","unstructured":"U. Yuji, M. Natsume, Y. Shota et al., Private similarity searchable encryption for Euclidean distance. IEICE Trans. Inf. Syst. 100(10), 2319\u20132326 (2017)","journal-title":"IEICE Trans. Inf. Syst."},{"issue":"3","key":"2159_CR10","doi-asserted-by":"publisher","first-page":"1673","DOI":"10.3233\/JIFS-141907","volume":"32","author":"J Li","year":"2017","unstructured":"J. Li, W. Zeng, Fuzzy risk analysis based on the similarity measure of generalized trapezoidal fuzzy numbers. J. Intell. Fuzzy Syst. 32(3), 1673\u20131683 (2017)","journal-title":"J. Intell. Fuzzy Syst."},{"issue":"6","key":"2159_CR11","doi-asserted-by":"publisher","first-page":"711","DOI":"10.1177\/1475921716680849","volume":"21","author":"YL Zhou","year":"2017","unstructured":"Y.L. Zhou, N.M.M. Maia, R.P.C. Sampaio et al., Structural damage detection using transmissibility together with hierarchical clustering analysis and similarity measure. Struct. Health Monit. 21(6), 711\u2013731 (2017)","journal-title":"Struct. Health Monit."},{"issue":"6","key":"2159_CR12","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s40815-018-0492-5","volume":"20","author":"G Selvachandran","year":"2018","unstructured":"G. Selvachandran, H. Garg, M. Alaroud et al., Similarity measure of complex vague soft sets and its application to pattern recognition. Int. J. Fuzzy Syst. 20(6), 1\u201314 (2018)","journal-title":"Int. J. Fuzzy Syst."},{"issue":"1","key":"2159_CR13","doi-asserted-by":"publisher","first-page":"61","DOI":"10.1134\/S0001433820010090","volume":"56","author":"AG Vinogradov","year":"2020","unstructured":"A.G. Vinogradov, A.N. Teokharov, Similarity model of spatial spectra of random anisoscale inhomogeneities of atmosphere permittivity and its application to wave propagation problems. Izvestiya Atmos. Ocean. Phys. 56(1), 61\u201371 (2020)","journal-title":"Izvestiya Atmos. Ocean. Phys."},{"issue":"1","key":"2159_CR14","first-page":"120","volume":"5","author":"PK Kapur","year":"2019","unstructured":"P.K. Kapur, H. Sharma, A. Tandon et al., Studying BHIM app adoption using Bass model: an Indian perspective. Int. J. Math. Eng. Manag. Sci. 5(1), 120\u2013135 (2019)","journal-title":"Int. J. Math. Eng. Manag. Sci."},{"issue":"3","key":"2159_CR15","first-page":"182","volume":"45","author":"T Kim","year":"2019","unstructured":"T. Kim, J. Hong, Estimation of transition point and parameters of main market based on bass model with integration constant. J. Korean Inst. Ind. Eng. 45(3), 182\u2013192 (2019)","journal-title":"J. Korean Inst. Ind. Eng."},{"issue":"2","key":"2159_CR16","doi-asserted-by":"publisher","first-page":"442","DOI":"10.1016\/j.ijforecast.2019.05.016","volume":"36","author":"A Rh","year":"2020","unstructured":"A. Rh, A. Mbb, Forecasting from others\u2019 experience: Bayesian estimation of the generalized Bass model\u2014ScienceDirect. Int. J. Forecast. 36(2), 442\u2013465 (2020)","journal-title":"Int. J. Forecast."},{"issue":"4","key":"2159_CR17","doi-asserted-by":"publisher","first-page":"1","DOI":"10.6703\/IJASE.202106_18(4).002","volume":"18","author":"JB Quiban","year":"2021","unstructured":"J.B. Quiban, Rate of internet diffusion among ASEAN countries using bass model. Int. J. Appl. Sci. Eng. 18(4), 1\u20139 (2021)","journal-title":"Int. J. Appl. Sci. Eng."},{"issue":"1","key":"2159_CR18","doi-asserted-by":"publisher","first-page":"41","DOI":"10.1177\/1063293X16671386","volume":"25","author":"M Essamlali","year":"2017","unstructured":"M. Essamlali, A. Sekhari, A. Bouras, Product lifecycle management solution for collaborative development of Wearable Meta-Products using set-based concurrent engineering. Concurr. Eng. 25(1), 41\u201352 (2017)","journal-title":"Concurr. Eng."},{"issue":"11","key":"2159_CR19","doi-asserted-by":"publisher","first-page":"435","DOI":"10.1016\/j.ifacol.2018.08.339","volume":"51","author":"C Emmanouilidis","year":"2018","unstructured":"C. Emmanouilidis, L. Bertoncelj, M. Bevilacqua et al., Internet of Things\u2014enabled visual analytics for linked maintenance and product lifecycle management\u2014ScienceDirect. IFAC-PapersOnLine 51(11), 435\u2013440 (2018)","journal-title":"IFAC-PapersOnLine"},{"issue":"11","key":"2159_CR20","doi-asserted-by":"publisher","first-page":"1592","DOI":"10.1016\/j.ifacol.2018.08.269","volume":"51","author":"P Hubert","year":"2018","unstructured":"P. Hubert, Learning from system engineering to deploy product lifecycle management\u2014ScienceDirect. IFAC-PapersOnLine 51(11), 1592\u20131597 (2018)","journal-title":"IFAC-PapersOnLine"}],"container-title":["EURASIP Journal on Wireless Communications and Networking"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1186\/s13638-022-02159-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1186\/s13638-022-02159-7\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1186\/s13638-022-02159-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,9,3]],"date-time":"2022-09-03T13:05:03Z","timestamp":1662210303000},"score":1,"resource":{"primary":{"URL":"https:\/\/jwcn-eurasipjournals.springeropen.com\/articles\/10.1186\/s13638-022-02159-7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,9,3]]},"references-count":20,"journal-issue":{"issue":"1","published-online":{"date-parts":[[2022,12]]}},"alternative-id":["2159"],"URL":"https:\/\/doi.org\/10.1186\/s13638-022-02159-7","relation":{},"ISSN":["1687-1499"],"issn-type":[{"value":"1687-1499","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,9,3]]},"assertion":[{"value":"30 March 2022","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"15 August 2022","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"3 September 2022","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors declare that they have no competing interests.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Competing interests"}}],"article-number":"78"}}