{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,21]],"date-time":"2026-04-21T13:42:26Z","timestamp":1776778946319,"version":"3.51.2"},"publisher-location":"Cham","reference-count":33,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783031933226","type":"print"},{"value":"9783031933233","type":"electronic"}],"license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025]]},"DOI":"10.1007\/978-3-031-93323-3_1","type":"book-chapter","created":{"date-parts":[[2025,7,8]],"date-time":"2025-07-08T05:13:52Z","timestamp":1751951632000},"page":"1-14","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Discussion of Current Issues in Cost Estimation Decisions for Aircraft Manufacturing"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0009-0007-1784-3417","authenticated-orcid":false,"given":"Leonardo Cavalcanti","family":"Hernandes","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0001-3136-8241","authenticated-orcid":false,"given":"Matheus Herman Bernardim","family":"Andrade","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8977-1351","authenticated-orcid":false,"given":"Anderson Luis","family":"Szejka","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7230-9929","authenticated-orcid":false,"given":"Fernando","family":"Mas","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2025,7,9]]},"reference":[{"key":"1_CR1","doi-asserted-by":"publisher","first-page":"422","DOI":"10.1080\/0951192X.2021.1891571","volume":"34","author":"RM Pereira","year":"2021","unstructured":"Pereira, R.M., Szejka, A.L., Canciglieri Junior, O.: Towards an information semantic interoperability in smart manufacturing systems: contributions, limitations and applications. Int. J. Comput. Integr. Manuf. 34, 422\u2013439 (2021). https:\/\/doi.org\/10.1080\/0951192X.2021.1891571","journal-title":"Int. J. Comput. Integr. Manuf."},{"key":"1_CR2","doi-asserted-by":"publisher","first-page":"93","DOI":"10.1016\/S0007-8506(07)61846-0","volume":"35","author":"J Corbett","year":"1986","unstructured":"Corbett, J., Crookall, J.R.: Design for economic manufacture. CIRP Ann. 35, 93\u201397 (1986). https:\/\/doi.org\/10.1016\/S0007-8506(07)61846-0","journal-title":"CIRP Ann."},{"key":"1_CR3","doi-asserted-by":"publisher","first-page":"2471","DOI":"10.1080\/00207549108948097","volume":"29","author":"TA Byrd","year":"1991","unstructured":"Byrd, T.A., Hauser, R.D.: Expert systems in production and operations management: research directions in assessing overall impact. Int. J. Prod. Res. 29, 2471\u20132482 (1991). https:\/\/doi.org\/10.1080\/00207549108948097","journal-title":"Int. J. Prod. Res."},{"key":"1_CR4","doi-asserted-by":"publisher","unstructured":"G\u00f3mez, A., Mas, F., Men\u00e9ndez, J.L., R\u00edos, J.: A knowledge-based application for industrialization design. In: Procedia Engineering, pp. 318\u2013326. Elsevier Ltd. (2013). https:\/\/doi.org\/10.1016\/j.proeng.2013.08.178","DOI":"10.1016\/j.proeng.2013.08.178"},{"key":"1_CR5","unstructured":"CAPES: Portal Peri\u00f3dicos. CAPES (2024). https:\/\/www-periodicos-capes-gov-br.ezl.periodicos.capes.gov.br\/"},{"key":"1_CR6","doi-asserted-by":"publisher","first-page":"563","DOI":"10.1115\/1.2137750","volume":"128","author":"A Niazi","year":"2006","unstructured":"Niazi, A., Dai, J.S., Balabani, S., Seneviratne, L.: Product cost estimation: Technique classification and methodology review. J. Manuf. Sci. Eng. 128, 563\u2013575 (2006). https:\/\/doi.org\/10.1115\/1.2137750","journal-title":"J. Manuf. Sci. Eng."},{"key":"1_CR7","doi-asserted-by":"publisher","first-page":"141","DOI":"10.1016\/S0924-0136(00)00405-2","volume":"103","author":"IF Weustink","year":"2000","unstructured":"Weustink, I.F., ten Brinke, E., Streppel, A.H., Kals, H.J.J.: A generic framework for cost estimation and cost control in product design. J. Mater. Process. Technol. 103, 141\u2013148 (2000). https:\/\/doi.org\/10.1016\/S0924-0136(00)00405-2","journal-title":"J. Mater. Process. Technol."},{"key":"1_CR8","doi-asserted-by":"publisher","unstructured":"Cavalieri, S., Maccarrone, P., Pinto, R.: Parametric vs. neural network models for the estimation of production costs: A case study in the automotive industry. Int. J. Prod. Econ. 91, 165\u2013177 (2004). https:\/\/doi.org\/10.1016\/j.ijpe.2003.08.005","DOI":"10.1016\/j.ijpe.2003.08.005"},{"key":"1_CR9","doi-asserted-by":"publisher","first-page":"487","DOI":"10.1016\/j.paerosci.2004.10.001","volume":"40","author":"R Curran","year":"2004","unstructured":"Curran, R., Raghunathan, S., Price, M.: Review of aerospace engineering cost modelling: the genetic causal approach. Prog. Aerosp. Sci. 40, 487\u2013534 (2004)","journal-title":"Prog. Aerosp. Sci."},{"key":"1_CR10","doi-asserted-by":"publisher","first-page":"1231","DOI":"10.1080\/002075400188825","volume":"38","author":"J Bode","year":"2000","unstructured":"Bode, J.: Neural networks for cost estimation: simulations and pilot application. Int. J. Prod. Res. 38, 1231\u20131254 (2000). https:\/\/doi.org\/10.1080\/002075400188825","journal-title":"Int. J. Prod. Res."},{"key":"1_CR11","doi-asserted-by":"publisher","first-page":"339","DOI":"10.1080\/09544829208914766","volume":"3","author":"A Bahrami","year":"1992","unstructured":"Bahrami, A., Dagli, C.H.: Design retrieval by fuzzy neurocomputing. J. Eng. Des. 3, 339\u2013356 (1992). https:\/\/doi.org\/10.1080\/09544829208914766","journal-title":"J. Eng. Des."},{"key":"1_CR12","doi-asserted-by":"publisher","first-page":"705","DOI":"10.1080\/00207549508930175","volume":"33","author":"HC Zhang","year":"1995","unstructured":"Zhang, H.C., Huang, S.H.: Applications of neural networks in manufacturing: a state-of-the-art survey. Int. J. Prod. Res. 33, 705\u2013728 (1995). https:\/\/doi.org\/10.1080\/00207549508930175","journal-title":"Int. J. Prod. Res."},{"key":"1_CR13","doi-asserted-by":"publisher","first-page":"484","DOI":"10.1016\/j.ijpe.2007.02.004","volume":"111","author":"B Verlinden","year":"2008","unstructured":"Verlinden, B., Duflou, J.R., Collin, P., Cattrysse, D.: Cost estimation for sheet metal parts using multiple regression and artificial neural networks: a case study. Int. J. Prod. Econ. 111, 484\u2013492 (2008). https:\/\/doi.org\/10.1016\/j.ijpe.2007.02.004","journal-title":"Int. J. Prod. Econ."},{"key":"1_CR14","doi-asserted-by":"publisher","unstructured":"Bode, J., Hu, Y., Liu, P., Shu, B.: Cost estimation in new product development: Knowledge pluralism, knowledge granularity, and agent-based representation. In: Proceedings of the Conference, pp. 669\u2013678 (1995). https:\/\/doi.org\/10.1007\/978-0-387-34879-7_69","DOI":"10.1007\/978-0-387-34879-7_69"},{"key":"1_CR15","doi-asserted-by":"publisher","first-page":"1541","DOI":"10.1016\/S0045-7949(01)00039-6","volume":"79","author":"MY Rafiq","year":"2001","unstructured":"Rafiq, M.Y., Bugmann, G., Easterbrook, D.J.: Neural network design for engineering applications. Comput. Struct. 79, 1541\u20131552 (2001). https:\/\/doi.org\/10.1016\/S0045-7949(01)00039-6","journal-title":"Comput. Struct."},{"key":"1_CR16","doi-asserted-by":"publisher","unstructured":"Breslin, J.G., O\u2019Sullivan, D., Passant, A., Vasiliu, L.: Semantic web computing in industry. Comput. Ind. 61, 729\u2013741 (2010). https:\/\/doi.org\/10.1016\/j.compind.2010.05.002","DOI":"10.1016\/j.compind.2010.05.002"},{"key":"1_CR17","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1016\/j.aei.2011.06.004","volume":"26","author":"WJC Verhagen","year":"2012","unstructured":"Verhagen, W.J.C., Bermell-Garcia, P., Van Dijk, R.E.C., Curran, R.: A critical review of knowledge-based engineering: an identification of research challenges. Adv. Eng. Inform. 26, 5\u201315 (2012). https:\/\/doi.org\/10.1016\/j.aei.2011.06.004","journal-title":"Adv. Eng. Inform."},{"key":"1_CR18","doi-asserted-by":"publisher","first-page":"6691","DOI":"10.1080\/00207543.2017.1346314","volume":"55","author":"AL Szejka","year":"2017","unstructured":"Szejka, A.L., et al.: Semantic interoperability for an integrated product development process: a systematic literature review. Int. J. Prod. Res. 55, 6691\u20136709 (2017). https:\/\/doi.org\/10.1080\/00207543.2017.1346314","journal-title":"Int. J. Prod. Res."},{"key":"1_CR19","doi-asserted-by":"publisher","unstructured":"Rocca, G.L.: Knowledge based engineering: between AI and CAD. review of a language based technology to support engineering design. Adv. Eng. Inform. 26, 159\u2013179 (2012). https:\/\/doi.org\/10.1016\/j.aei.2012.02.002","DOI":"10.1016\/j.aei.2012.02.002"},{"key":"1_CR20","doi-asserted-by":"publisher","first-page":"89","DOI":"10.1016\/j.knosys.2015.04.002","volume":"84","author":"S Quintana-Amate","year":"2015","unstructured":"Quintana-Amate, S., Bermell-Garcia, P., Tiwari, A.: Transforming expertise into knowledge-based engineering tools: a survey of knowledge sourcing in the context of engineering design. Knowl. Based Syst. 84, 89\u201397 (2015). https:\/\/doi.org\/10.1016\/j.knosys.2015.04.002","journal-title":"Knowl. Based Syst."},{"key":"1_CR21","doi-asserted-by":"publisher","first-page":"907","DOI":"10.1006\/ijhc.1995.1081","volume":"43","author":"TR Gruber","year":"1995","unstructured":"Gruber, T.R.: Toward principles for the design of ontologies used for knowledge sharing. Int. J. Hum. Comput. Stud. 43, 907\u2013928 (1995). https:\/\/doi.org\/10.1006\/ijhc.1995.1081","journal-title":"Int. J. Hum. Comput. Stud."},{"key":"1_CR22","doi-asserted-by":"publisher","first-page":"148","DOI":"10.1016\/j.compind.2019.05.003","volume":"111","author":"L Yang","year":"2019","unstructured":"Yang, L., Cormican, K., Yu, M.: Ontology-based systems engineering: a state-of- the-art review. Comput. Ind. 111, 148\u2013171 (2019). https:\/\/doi.org\/10.1016\/j.compind.2019.05.003","journal-title":"Comput. Ind."},{"key":"1_CR23","doi-asserted-by":"publisher","first-page":"270","DOI":"10.1016\/j.jmsy.2023.02.012","volume":"68","author":"R Arista","year":"2023","unstructured":"Arista, R., Zheng, X., Lu, J., Mas, F.: An Ontology-based Engineering system to support aircraft manufacturing system design. J. Manuf. Syst. 68, 270\u2013288 (2023). https:\/\/doi.org\/10.1016\/j.jmsy.2023.02.012","journal-title":"J. Manuf. Syst."},{"key":"1_CR24","doi-asserted-by":"publisher","first-page":"34","DOI":"10.1016\/j.knosys.2015.02.026","volume":"80","author":"J Ashraf","year":"2015","unstructured":"Ashraf, J., Chang, E., Hussain, O.K., Hussain, F.K.: Ontology usage analysis in the ontology lifecycle: a state-of-the-art review. Knowl. Based Syst. 80, 34\u201347 (2015). https:\/\/doi.org\/10.1016\/j.knosys.2015.02.026","journal-title":"Knowl. Based Syst."},{"key":"1_CR25","doi-asserted-by":"publisher","unstructured":"Adamczyk, B.S., Szejka, A.L., Canciglieri, O.: Knowledge-based expert system to support the semantic interoperability in smart manufacturing. Comput. Ind. 115 (2020). https:\/\/doi.org\/10.1016\/j.compind.2019.103161","DOI":"10.1016\/j.compind.2019.103161"},{"key":"1_CR26","doi-asserted-by":"publisher","first-page":"611","DOI":"10.1007\/s10845-008-0141-1","volume":"20","author":"A-S Dadzie","year":"2009","unstructured":"Dadzie, A.-S., et al.: Applying semantic web technologies to knowledge sharing in aerospace engineering. J. Intell. Manuf. 20, 611\u2013623 (2009). https:\/\/doi.org\/10.1007\/s10845-008-0141-1","journal-title":"J. Intell. Manuf."},{"key":"1_CR27","doi-asserted-by":"publisher","first-page":"616","DOI":"10.1016\/j.aei.2015.05.004","volume":"29","author":"X Zhao","year":"2015","unstructured":"Zhao, X., Verhagen, W.J.C., Curran, R.: Estimation of aircraft component production cost using knowledge-based engineering techniques. Adv. Eng. Inform. 29, 616\u2013632 (2015). https:\/\/doi.org\/10.1016\/j.aei.2015.05.004","journal-title":"Adv. Eng. Inform."},{"key":"1_CR28","doi-asserted-by":"publisher","first-page":"785","DOI":"10.1108\/SCM-11-2020-0563","volume":"27","author":"F Bodendorf","year":"2022","unstructured":"Bodendorf, F., Lutz, M., Michelberger, S., Franke, J.: An empirical investigation into intelligent cost analysis in purchasing. Supply Chain Manag. Int. J. 27, 785\u2013808 (2022). https:\/\/doi.org\/10.1108\/SCM-11-2020-0563","journal-title":"Supply Chain Manag. Int. J."},{"key":"1_CR29","doi-asserted-by":"publisher","unstructured":"Van Nguyen, T.H., Huang, P.M., Chien, C.F., Chang, C.K.: Digital transformation for cost estimation system via meta-learning and an empirical study in aerospace industry. Comput. Ind. Eng. 184 (2023). https:\/\/doi.org\/10.1016\/j.cie.2023.109558","DOI":"10.1016\/j.cie.2023.109558"},{"key":"1_CR30","doi-asserted-by":"publisher","first-page":"186","DOI":"10.1016\/j.jmsy.2019.12.005","volume":"54","author":"F Ning","year":"2020","unstructured":"Ning, F., et al.: Manufacturing cost estimation based on a deep- learning method. J. Manuf. Syst. 54, 186\u2013195 (2020). https:\/\/doi.org\/10.1016\/j.jmsy.2019.12.005","journal-title":"J. Manuf. Syst."},{"key":"1_CR31","doi-asserted-by":"publisher","first-page":"11","DOI":"10.1016\/j.jmsy.2020.04.011","volume":"56","author":"F Ning","year":"2020","unstructured":"Ning, F., Shi, Y., Cai, M., et al.: Manufacturing cost estimation based on the machining process and deep-learning method. J. Manuf. Syst. 56, 11\u201322 (2020). https:\/\/doi.org\/10.1016\/j.jmsy.2020.04.011","journal-title":"J. Manuf. Syst."},{"key":"1_CR32","doi-asserted-by":"publisher","unstructured":"Yoo, S., Kang, N.: Explainable artificial intelligence for manufacturing cost estimation and machining feature visualization. Expert Syst. Appl. 183 (2021). https:\/\/doi.org\/10.1016\/j.eswa.2021.115430","DOI":"10.1016\/j.eswa.2021.115430"},{"key":"1_CR33","doi-asserted-by":"publisher","first-page":"109137","DOI":"10.1016\/j.ijpe.2023.109137","volume":"269","author":"D Hammann","year":"2024","unstructured":"Hammann, D.: Big data and machine learning in cost estimation: an automotive case study. Int. J. Prod. Econ. 269, 109137 (2024). https:\/\/doi.org\/10.1016\/j.ijpe.2023.109137","journal-title":"Int. J. Prod. Econ."}],"container-title":["IFIP Advances in Information and Communication Technology","Product Lifecycle Management. Leveraging AI, Digital Twins, and Smart Technologies"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-93323-3_1","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,21]],"date-time":"2026-04-21T12:39:21Z","timestamp":1776775161000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-93323-3_1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"ISBN":["9783031933226","9783031933233"],"references-count":33,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-93323-3_1","relation":{},"ISSN":["1868-4238","1868-422X"],"issn-type":[{"value":"1868-4238","type":"print"},{"value":"1868-422X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]},"assertion":[{"value":"9 July 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"PLM","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"IFIP International Conference on Product Lifecycle Management","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Bangkok","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Thailand","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2024","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"9 July 2024","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"11 July 2024","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"21","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"plm2024","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/www.plm-conference.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}