{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,10]],"date-time":"2024-09-10T20:00:18Z","timestamp":1725998418963},"publisher-location":"Cham","reference-count":36,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030016401"},{"type":"electronic","value":"9783030016418"}],"license":[{"start":{"date-parts":[[2018,11,4]],"date-time":"2018-11-04T00:00:00Z","timestamp":1541289600000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019]]},"DOI":"10.1007\/978-3-030-01641-8_11","type":"book-chapter","created":{"date-parts":[[2018,11,3]],"date-time":"2018-11-03T06:22:57Z","timestamp":1541226177000},"page":"299-329","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Optimisation in Friction Stir Welding: Modelling, Monitoring and Design"],"prefix":"10.1007","author":[{"given":"Qian","family":"Zhang","sequence":"first","affiliation":[]},{"given":"Xiaoxiao","family":"Liu","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2018,11,4]]},"reference":[{"key":"11_CR1","unstructured":"Thomas, W. M., Nicholas, E. D., Needham, J. C., Murch, M. G., Templesmith, P., & Dawes, C. J. (1991). G.B. Patent Application No. 9125978.8, December 1991."},{"key":"11_CR2","doi-asserted-by":"publisher","first-page":"980","DOI":"10.1016\/j.pmatsci.2008.05.001","volume":"53","author":"R Nandan","year":"2008","unstructured":"Nandan, R., DebRoy, T., & Bhadeshia, H. K. D. H. (2008). Recent advances in friction stir welding\u2014process, weldment structure and properties. Progress in Materials Science, 53, 980\u20131023.","journal-title":"Progress in Materials Science"},{"issue":"11","key":"11_CR3","doi-asserted-by":"publisher","first-page":"1259","DOI":"10.1179\/1743284714Y.0000000578","volume":"30","author":"N Chakraborti","year":"2014","unstructured":"Chakraborti, N. (2014). Critical assessment 3: The unique contributions of multi-objective evolutionary and genetic algorithms in materials research. Materials Science and Technology, 30(11), 1259\u20131262.","journal-title":"Materials Science and Technology"},{"issue":"7","key":"11_CR4","doi-asserted-by":"publisher","first-page":"708","DOI":"10.1080\/10426914.2012.746707","volume":"28","author":"W Paszkowicz","year":"2013","unstructured":"Paszkowicz, W. (2013). Genetic algorithms, a nature-inspired tool: A survey of applications in materials science and related fields: Part II. Materials and Manufacturing Processes, 28(7), 708\u2013725.","journal-title":"Materials and Manufacturing Processes"},{"issue":"7","key":"11_CR5","doi-asserted-by":"publisher","first-page":"741","DOI":"10.1080\/10426914.2013.773020","volume":"28","author":"S Datta","year":"2013","unstructured":"Datta, S., Zhang, Q., Sultana, N., & Mahfouf, M. (2013). Optimal design of titanium alloys for prosthetic applications using a multi-objective based genetic algorithm. Materials and Manufacturing Processes, 28(7), 741\u2013745.","journal-title":"Materials and Manufacturing Processes"},{"issue":"3","key":"11_CR6","doi-asserted-by":"publisher","first-page":"508","DOI":"10.1080\/10426914.2010.537421","volume":"26","author":"Q Zhang","year":"2011","unstructured":"Zhang, Q., Mahfouf, M., Yates, J. R., Pinna, C., Panoutsos, G., Boumaiza, S., et al. (2011). Modeling and optimal design of machining-induced residual stresses in aluminium alloys using a fast hierarchical multiobjective optimization algorithm. Materials and Manufacturing Processes, 26(3), 508\u2013520.","journal-title":"Materials and Manufacturing Processes"},{"key":"11_CR7","doi-asserted-by":"crossref","unstructured":"Zhang, Q., & Mahfouf, M. (2009). A modified PSO with a dynamically varying population and its application to the multi-objective optimal design of alloy steels. In Proceedings of the 2009 IEEE Cong. on \u2018Evolutionary Computation\u2019, Trondheim, Norway (pp. 3241\u20133248). IEEE.","DOI":"10.1109\/CEC.2009.4983355"},{"key":"11_CR8","doi-asserted-by":"publisher","first-page":"95","DOI":"10.1007\/s00170-009-2266-6","volume":"48","author":"IN Tansel","year":"2010","unstructured":"Tansel, I. N., Demetgul, M., Okuyucu, H., & Yapici, A. (2010). Optimizations of friction stir welding of aluminum alloy by using genetically optimized neural network. International Journal of Advanced Manufacturing Technology, 48, 95\u2013101.","journal-title":"International Journal of Advanced Manufacturing Technology"},{"key":"11_CR9","doi-asserted-by":"publisher","first-page":"1803","DOI":"10.1007\/s00170-013-5131-6","volume":"69","author":"SB Roshan","year":"2013","unstructured":"Roshan, S. B., Jooibari, M. B., Teimouri, R., Asgharzadeh-Ahmadi, G., Falahati-Naghibi, M., & Sohrabpoor, H. (2013). Optimization of friction stir welding process of AA7075 aluminum alloy to achieve desirable mechanical properties using ANFIS models and simulated annealing algorithm. International Journal of Advanced Manufacturing Technology, 69, 1803\u20131818.","journal-title":"International Journal of Advanced Manufacturing Technology"},{"issue":"1","key":"11_CR10","doi-asserted-by":"publisher","first-page":"35","DOI":"10.1179\/1362171814Y.0000000251","volume":"20","author":"B Parida","year":"2015","unstructured":"Parida, B., & Pal, S. (2015). Fuzzy assisted grey Taguchi approach for optimisation of multiple weld quality properties in friction stir welding process. Science and Technology of Welding and Joining, 20(1), 35\u201341.","journal-title":"Science and Technology of Welding and Joining"},{"issue":"5","key":"11_CR11","doi-asserted-by":"publisher","first-page":"369","DOI":"10.1179\/136217110X12707333260455","volume":"15","author":"CC Tutum","year":"2010","unstructured":"Tutum, C. C., & Hattel, J. H. (2010). Optimization of process parameters in friction stir welding based on residual stress analysis: A feasibility study. Science and Technology of Welding and Joining, 15(5), 369\u2013377.","journal-title":"Science and Technology of Welding and Joining"},{"issue":"7","key":"11_CR12","doi-asserted-by":"publisher","first-page":"816","DOI":"10.1080\/10426914.2012.736654","volume":"28","author":"CC Tutum","year":"2013","unstructured":"Tutum, C. C., Deb, K., & Hattel, J. H. (2013). Multi-criteria optimization in friction stir welding using a thermal model with prescribed material flow. Materials and Manufacturing Processes, 28(7), 816\u2013822.","journal-title":"Materials and Manufacturing Processes"},{"key":"11_CR13","doi-asserted-by":"publisher","first-page":"190","DOI":"10.1016\/j.matdes.2012.07.025","volume":"44","author":"MH Shojaeefard","year":"2013","unstructured":"Shojaeefard, M. H., Behnagh, R. A., Akbari, M., Givi, M. K. B., & Farhani, F. (2013). Modelling and Pareto optimization of mechanical properties of friction stir welded AA7075\/AA5083 butt joints using neural network and particle swarm algorithm. Materials and Design, 44, 190\u2013198.","journal-title":"Materials and Design"},{"issue":"5","key":"11_CR14","doi-asserted-by":"publisher","first-page":"660","DOI":"10.1016\/j.engappai.2010.01.017","volume":"23","author":"Q Zhang","year":"2010","unstructured":"Zhang, Q., & Mahfouf, M. (2010). A nature-inspired multi-objective optimisation strategy based on a new reduced space searching algorithm for the design of alloy steels. Engineering Applications of Artificial Intelligence, 23(5), 660\u2013675.","journal-title":"Engineering Applications of Artificial Intelligence"},{"key":"11_CR15","doi-asserted-by":"crossref","unstructured":"Zhang, Q., & Mahfouf, M. (2007). A new reduced space searching algorithm (RSSA) and its application in optimal design of alloy steels. In Proceedings of the 2007 IEEE Congress on Evolutionary Computation, Singapore (pp. 1815\u20131822).","DOI":"10.1109\/CEC.2007.4424693"},{"issue":"8","key":"11_CR16","doi-asserted-by":"publisher","first-page":"672","DOI":"10.1179\/1362171812Y.0000000061","volume":"17","author":"Q Zhang","year":"2012","unstructured":"Zhang, Q., Mahfouf, M., Panoutsos, G., Beamish, K., & Norris, I. (2012a). Knowledge discovery for friction stir welding via data driven approaches: Part 1\u2014correlation analyses of in-process variables and weld quality. Science and Technology of Welding and Joining, 17(8), 672\u2013680.","journal-title":"Science and Technology of Welding and Joining"},{"issue":"8","key":"11_CR17","doi-asserted-by":"publisher","first-page":"681","DOI":"10.1179\/1362171812Y.0000000062","volume":"17","author":"Q Zhang","year":"2012","unstructured":"Zhang, Q., Mahfouf, M., Panoutsos, G., Beamish, K., & Norris, I. (2012b). Knowledge discovery for friction stir welding via data driven approaches part 2\u2014multiobjective modelling using fuzzy rule based systems. Science and Technology of Welding and Joining, 17(8), 681\u2013693.","journal-title":"Science and Technology of Welding and Joining"},{"issue":"7","key":"11_CR18","doi-asserted-by":"publisher","first-page":"607","DOI":"10.1179\/1362171815Y.0000000046","volume":"20","author":"Q Zhang","year":"2015","unstructured":"Zhang, Q., Mahfouf, M., Panoutsos, G., Beamish, K., & Liu, X. (2015). Multiobjective optimal design of friction stir welding considering quality and cost issues. Science and Technology of Welding and Joining, 20(7), 607\u2013615.","journal-title":"Science and Technology of Welding and Joining"},{"key":"11_CR19","doi-asserted-by":"publisher","first-page":"1231","DOI":"10.1016\/j.matdes.2009.09.025","volume":"31","author":"EA El-Danaf","year":"2010","unstructured":"El-Danaf, E. A., El-Rayes, M. M., & Soliman, M. S. (2010). Friction stir processing: An effective technique to refine grain structure and enhance ductility. Materials and Design, 31, 1231\u20131236.","journal-title":"Materials and Design"},{"key":"11_CR20","unstructured":"Thomas, W. M., & Gittos, M. F. (1999). Development of friction stir tools for the welding of thick (25\u00a0mm) aluminium alloys. TWI Members Report 694\/1999, TWI, UK."},{"key":"11_CR21","unstructured":"Beamish, K. A., & Russell, M. J. (2010). Relationship between the features on an FSW tool and weld microstructure. In Proceedings of the 8th International Symposium on \u2018Friction Stir Welding\u2019, Timmendorfer Strand, Germany."},{"issue":"1\u20132","key":"11_CR22","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.mser.2005.07.001","volume":"50","author":"RS Mishra","year":"2005","unstructured":"Mishra, R. S., & Ma, Z. Y. (2005). Friction stir welding and processing. Materials Science and Engineering: R: Reports, 50(1\u20132), 1\u201378.","journal-title":"Materials Science and Engineering: R: Reports"},{"key":"11_CR23","unstructured":"Jin, Y., Olhofer, M., & Sendhoff, B. (2001). Dynamic weighted aggregation for evolutionary multi-objective optimization: Why does it work and how? In Proceedings of the Genetic and Evolutionary Computation Conference (pp. 1042\u20131049). ACM: San Francisco, USA."},{"issue":"4","key":"11_CR24","doi-asserted-by":"publisher","first-page":"957","DOI":"10.1016\/0360-8352(96)00045-9","volume":"30","author":"T Murata","year":"1996","unstructured":"Murata, T., Ishibuchi, H., & Tanaka, H. (1996). Multi-objective genetic algorithm and its applications to flowshop scheduling. Computers & Industrial Engineering, 30(4), 957\u2013968.","journal-title":"Computers & Industrial Engineering"},{"key":"11_CR25","doi-asserted-by":"publisher","first-page":"7424","DOI":"10.1016\/j.msea.2010.08.040","volume":"527","author":"AM Gaafer","year":"2010","unstructured":"Gaafer, A. M., Mahmoud, T. S., & Mansour, E. H. (2010). Microstructural and mechanical characteristics of AA7020-O Al plates joined by friction stir welding. Materials Science and Engineering A, 527, 7424\u20137429.","journal-title":"Materials Science and Engineering A"},{"key":"11_CR26","doi-asserted-by":"publisher","first-page":"4839","DOI":"10.1016\/j.asoc.2011.06.017","volume":"11","author":"E Boldsaikhana","year":"2011","unstructured":"Boldsaikhana, E., Corwinb, E. M., Logarb, A. M., & Arbegast, W. J. (2011). The use of neural network and discrete Fourier transform for real-time evaluation of friction stir welding. Applied Soft Computing, 11, 4839\u20134846.","journal-title":"Applied Soft Computing"},{"issue":"4","key":"11_CR27","doi-asserted-by":"publisher","first-page":"238","DOI":"10.1007\/s001700050062","volume":"15","author":"B Lee","year":"1999","unstructured":"Lee, B., & Tarng, Y. S. (1999). Application of the discrete wavelet transform to the monitoring of tool failure in end milling using the spindle motor current. International Journal of Advanced Manufacturing Technology, 15(4), 238\u2013243.","journal-title":"International Journal of Advanced Manufacturing Technology"},{"key":"11_CR28","doi-asserted-by":"publisher","first-page":"28","DOI":"10.1109\/TSMC.1973.5408575","volume":"3","author":"LA Zadeh","year":"1973","unstructured":"Zadeh, L. A. (1973). Outline of a new approach to the analysis of complex systems and decision processes. IEEE Transactions on Systems, Man, and Cybernetics, 3, 28\u201344.","journal-title":"IEEE Transactions on Systems, Man, and Cybernetics"},{"issue":"4","key":"11_CR29","doi-asserted-by":"publisher","first-page":"314","DOI":"10.5019\/j.ijcir.2008.149","volume":"4","author":"Q Zhang","year":"2008","unstructured":"Zhang, Q., & Mahfouf, M. (2008). Mamdani-type fuzzy modelling via hierarchical clustering and multi-objective particle swarm optimisation (FM-HCPSO). International Journal of Computational Intelligence Research, 4(4), 314\u2013328.","journal-title":"International Journal of Computational Intelligence Research"},{"issue":"2","key":"11_CR30","doi-asserted-by":"publisher","first-page":"2419","DOI":"10.1016\/j.asoc.2010.09.004","volume":"11","author":"Q Zhang","year":"2011","unstructured":"Zhang, Q., & Mahfouf, M. (2011). A hierarchical Mamdani-type fuzzy modelling approach with new training data selection and multi-objective optimisation mechanisms: A special application for the prediction of mechanical properties of alloy steels. Applied Soft Computing, 11(2), 2419\u20132443.","journal-title":"Applied Soft Computing"},{"key":"11_CR31","unstructured":"Hashimoto, T., Jyogan, S., Nakata, K., Kim, Y. G., & Ushio, M. (1999). FSW joints of high strength aluminum alloy. In Proceedings of the First International Symposium on Friction Stir Welding, Thousand Oaks, CA."},{"issue":"17","key":"11_CR32","doi-asserted-by":"publisher","first-page":"4419","DOI":"10.1016\/S1359-6454(02)00278-1","volume":"50","author":"ZY Ma","year":"2002","unstructured":"Ma, Z. Y., Mishra, R. S., & Mahoney, M. W. (2002). Superplastic deformation behaviour of friction stir processed 7075Al alloy. Acta Materialia, 50(17), 4419\u20134430.","journal-title":"Acta Materialia"},{"key":"11_CR33","unstructured":"Biallas, G., Braun, R., Donne, C. D., Staniek, G., & Kaysser, W. A. (1999). Mechanical properties and corrosion behavior of friction stir welds. In Proceedings of the First International Symposium on Friction Stir Welding, Thousand Oaks, CA."},{"key":"11_CR34","doi-asserted-by":"publisher","first-page":"4","DOI":"10.1080\/01969727208542910","volume":"2","author":"LA Zadeh","year":"1972","unstructured":"Zadeh, L. A. (1972). A fuzzy-set-theoretic interpretation of linguistic hedges. Journal of Cybernetics, 2, 4\u201334.","journal-title":"Journal of Cybernetics"},{"issue":"3","key":"11_CR35","doi-asserted-by":"publisher","first-page":"232","DOI":"10.1007\/BF02325092","volume":"25","author":"TC Chu","year":"1985","unstructured":"Chu, T. C., Ranson, W. F., & Sutton, M. A. (1985). Applications of digital-image-correlation techniques to experimental mechanics. Experimental Mechanics, 25(3), 232\u2013244.","journal-title":"Experimental Mechanics"},{"key":"11_CR36","unstructured":"Humphreys, F. J., & Hotherly, M. (1995). Recrystallization and related annealing phenomena. New York, USA: Pergamon Press."}],"container-title":["Management and Industrial Engineering","Optimization in Industry"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-01641-8_11","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2018,11,3]],"date-time":"2018-11-03T06:28:45Z","timestamp":1541226525000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-01641-8_11"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,11,4]]},"ISBN":["9783030016401","9783030016418"],"references-count":36,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-01641-8_11","relation":{},"ISSN":["2365-0532","2365-0540"],"issn-type":[{"type":"print","value":"2365-0532"},{"type":"electronic","value":"2365-0540"}],"subject":[],"published":{"date-parts":[[2018,11,4]]}}}