{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,9]],"date-time":"2026-04-09T05:58:11Z","timestamp":1775714291998,"version":"3.50.1"},"publisher-location":"Cham","reference-count":33,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783319916378","type":"print"},{"value":"9783319916385","type":"electronic"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"unspecified","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":[[2018]]},"DOI":"10.1007\/978-3-319-91638-5_11","type":"book-chapter","created":{"date-parts":[[2018,5,18]],"date-time":"2018-05-18T04:34:34Z","timestamp":1526618074000},"page":"210-231","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Adaptive Approach for Sensor Placement Combining a Quantitative Strategy with Engineering Practice"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4151-3123","authenticated-orcid":false,"given":"Numa Joy","family":"Bertola","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5033-2113","authenticated-orcid":false,"given":"Ian F. C.","family":"Smith","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2018,5,19]]},"reference":[{"key":"11_CR1","doi-asserted-by":"publisher","first-page":"380","DOI":"10.1061\/(ASCE)0733-9399(2002)128:4(380)","volume":"128","author":"JL Beck","year":"2002","unstructured":"Beck, J.L., Au, S.-K.: Bayesian updating of structural models and reliability using Markov chain Monte Carlo simulation. J. Eng. Mech. 128, 380\u2013391 (2002)","journal-title":"J. Eng. Mech."},{"key":"11_CR2","doi-asserted-by":"publisher","first-page":"455","DOI":"10.1061\/(ASCE)0733-9399(1998)124:4(455)","volume":"124","author":"JL Beck","year":"1998","unstructured":"Beck, J.L., Katafygiotis, L.S.: Updating models and their uncertainties. I: Bayesian statistical framework. J. Eng. Mech. 124, 455\u2013461 (1998)","journal-title":"J. Eng. Mech."},{"key":"11_CR3","doi-asserted-by":"publisher","first-page":"2904","DOI":"10.3390\/s17122904","volume":"17","author":"NJ Bertola","year":"2017","unstructured":"Bertola, N.J., Papadopoulou, M., Vernay, D.G., Smith, I.F.C.: Optimal multi-type sensor placement for structural identification by static-load testing. Sensors 17, 2904 (2017)","journal-title":"Sensors"},{"key":"11_CR4","doi-asserted-by":"publisher","DOI":"10.1061\/9780784411971","volume-title":"Structural Identification of Constructed Systems","author":"F Catbas","year":"2013","unstructured":"Catbas, F., Kijewski-Correa, T., Lynn, T., Aktan, A.: Structural Identification of Constructed Systems. American Society of Civil Engineers, Reston (2013)"},{"key":"11_CR5","doi-asserted-by":"publisher","first-page":"251","DOI":"10.1016\/j.compstruc.2013.07.009","volume":"128","author":"J-A Goulet","year":"2013","unstructured":"Goulet, J.-A., Smith, I.F.C.: Structural identification with systematic errors and unknown uncertainty dependencies. Comput. Struct. 128, 251\u2013258 (2013)","journal-title":"Comput. Struct."},{"key":"11_CR6","doi-asserted-by":"publisher","first-page":"427","DOI":"10.1061\/(ASCE)CP.1943-5487.0000250","volume":"27","author":"J-A Goulet","year":"2012","unstructured":"Goulet, J.-A., Smith, I.F.C.: Performance-driven measurement system design for structural identification. J. Comput. Civ. Eng. 27, 427\u2013436 (2012)","journal-title":"J. Comput. Civ. Eng."},{"key":"11_CR7","doi-asserted-by":"publisher","first-page":"343","DOI":"10.1002\/(SICI)1096-9845(199804)27:4<343::AID-EQE726>3.0.CO;2-F","volume":"27","author":"E Heredia-Zavoni","year":"1998","unstructured":"Heredia-Zavoni, E., Esteva, L.: Optimal instrumentation of uncertain structural systems subject to earthquake ground motions. Earthq. Eng. Struct. Dyn. 27, 343\u2013362 (1998)","journal-title":"Earthq. Eng. Struct. Dyn."},{"key":"11_CR8","doi-asserted-by":"publisher","first-page":"700","DOI":"10.1016\/j.ymssp.2004.06.003","volume":"19","author":"DC Kammer","year":"2005","unstructured":"Kammer, D.C.: Sensor set expansion for modal vibration testing. Mech. Syst. Sig. Process. 19, 700\u2013713 (2005)","journal-title":"Mech. Syst. Sig. Process."},{"key":"11_CR9","doi-asserted-by":"publisher","first-page":"463","DOI":"10.1061\/(ASCE)0733-9399(1998)124:4(463)","volume":"124","author":"LS Katafygiotis","year":"1998","unstructured":"Katafygiotis, L.S., Beck, J.L.: Updating models and their uncertainties. II: model identifiability. J. Eng. Mech. 124, 463\u2013467 (1998)","journal-title":"J. Eng. Mech."},{"key":"11_CR10","doi-asserted-by":"publisher","first-page":"424","DOI":"10.1016\/j.aei.2009.06.002","volume":"23","author":"P Kripakaran","year":"2009","unstructured":"Kripakaran, P., Smith, I.F.C.: Configuring and enhancing measurement systems for damage identification. Adv. Eng. Inform. 23, 424\u2013432 (2009)","journal-title":"Adv. Eng. Inform."},{"key":"11_CR11","doi-asserted-by":"publisher","first-page":"918","DOI":"10.1080\/15732479.2016.1225312","volume":"13","author":"G Moser","year":"2017","unstructured":"Moser, G., Paal, S.G., Smith, I.F.C.: Measurement system design for leak detection in hydraulic pressurized networks. Struct. Infrastruct. Eng. 13, 918\u2013928 (2017)","journal-title":"Struct. Infrastruct. Eng."},{"key":"11_CR12","doi-asserted-by":"publisher","first-page":"714","DOI":"10.1016\/j.aei.2015.07.003","volume":"29","author":"G Moser","year":"2015","unstructured":"Moser, G., Paal, S.G., Smith, I.F.C.: Performance comparison of reduced models for leak detection in water distribution networks. Adv. Eng. Inform. 29, 714\u2013726 (2015)","journal-title":"Adv. Eng. Inform."},{"key":"11_CR13","doi-asserted-by":"publisher","first-page":"347","DOI":"10.1006\/jsvi.1993.1340","volume":"167","author":"JE Mottershead","year":"1993","unstructured":"Mottershead, J.E., Friswell, M.I.: Model updating in structural dynamics: a survey. J. Sound Vib. 167, 347\u2013375 (1993)","journal-title":"J. Sound Vib."},{"key":"11_CR14","doi-asserted-by":"publisher","first-page":"2275","DOI":"10.1016\/j.ymssp.2010.10.012","volume":"25","author":"JE Mottershead","year":"2011","unstructured":"Mottershead, J.E., Link, M., Friswell, M.I.: The sensitivity method in finite element model updating: a tutorial. Mech. Syst. Sig. Process. 25, 2275\u20132296 (2011)","journal-title":"Mech. Syst. Sig. Process."},{"key":"11_CR15","doi-asserted-by":"publisher","first-page":"1655","DOI":"10.1016\/j.cma.2004.06.043","volume":"194","author":"C Papadimitriou","year":"2005","unstructured":"Papadimitriou, C.: Pareto optimal sensor locations for structural identification. Comput. Methods Appl. Mech. Eng. 194, 1655\u20131673 (2005)","journal-title":"Comput. Methods Appl. Mech. Eng."},{"key":"11_CR16","doi-asserted-by":"publisher","first-page":"781","DOI":"10.1177\/107754630000600508","volume":"6","author":"C Papadimitriou","year":"2000","unstructured":"Papadimitriou, C., Beck, J.L., Au, S.-K.: Entropy-based optimal sensor location for structural model updating. J. Vib. Control 6, 781\u2013800 (2000)","journal-title":"J. Vib. Control"},{"key":"11_CR17","doi-asserted-by":"publisher","first-page":"105","DOI":"10.1016\/j.ymssp.2011.05.019","volume":"28","author":"C Papadimitriou","year":"2012","unstructured":"Papadimitriou, C., Lombaert, G.: The effect of prediction error correlation on optimal sensor placement in structural dynamics. Mech. Syst. Sig. Process. 28, 105\u2013127 (2012)","journal-title":"Mech. Syst. Sig. Process."},{"key":"11_CR18","doi-asserted-by":"publisher","first-page":"127","DOI":"10.1016\/j.aei.2016.02.004","volume":"30","author":"M Papadopoulou","year":"2016","unstructured":"Papadopoulou, M., Raphael, B., Smith, I.F.C., Sekhar, C.: Evaluating predictive performance of sensor configurations in wind studies around buildings. Adv. Eng. Inform. 30, 127\u2013142 (2016)","journal-title":"Adv. Eng. Inform."},{"key":"11_CR19","doi-asserted-by":"publisher","first-page":"4015024","DOI":"10.1061\/(ASCE)CP.1943-5487.0000497","volume":"30","author":"M Papadopoulou","year":"2015","unstructured":"Papadopoulou, M., Raphael, B., Smith, I.F.C., Sekhar, C.: Optimal sensor placement for time-dependent systems: application to wind studies around buildings. J. Comput. Civ. Eng. 30, 4015024 (2015)","journal-title":"J. Comput. Civ. Eng."},{"key":"11_CR20","doi-asserted-by":"publisher","first-page":"5078","DOI":"10.3390\/e16095078","volume":"16","author":"M Papadopoulou","year":"2014","unstructured":"Papadopoulou, M., Raphael, B., Smith, I.F.C., Sekhar, C.: Hierarchical sensor placement using joint entropy and the effect of modeling error. Entropy 16, 5078\u20135101 (2014)","journal-title":"Entropy"},{"key":"11_CR21","doi-asserted-by":"publisher","first-page":"40","DOI":"10.1016\/j.aei.2016.12.002","volume":"32","author":"R Pasquier","year":"2017","unstructured":"Pasquier, R., Goulet, J.-A., Smith, I.F.C.: Measurement system design for civil infrastructure using expected utility. Adv. Eng. Inform. 32, 40\u201351 (2017)","journal-title":"Adv. Eng. Inform."},{"key":"11_CR22","doi-asserted-by":"publisher","first-page":"179","DOI":"10.1016\/j.engstruct.2015.09.039","volume":"106","author":"R Pasquier","year":"2016","unstructured":"Pasquier, R., Smith, I.F.C.: Iterative structural identification framework for evaluation of existing structures. Eng. Struct. 106, 179\u2013194 (2016)","journal-title":"Eng. Struct."},{"key":"11_CR23","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"308","DOI":"10.1007\/BFb0030459","volume-title":"Artificial Intelligence in Structural Engineering","author":"B Raphael","year":"1998","unstructured":"Raphael, B., Smith, I.: Finding the right model for bridge diagnosis. In: Smith, I. (ed.) Artificial Intelligence in Structural Engineering. LNCS, vol. 1454, pp. 308\u2013319. Springer, Heidelberg (1998). \nhttps:\/\/doi.org\/10.1007\/BFb0030459"},{"key":"11_CR24","doi-asserted-by":"publisher","first-page":"43","DOI":"10.3389\/fbuil.2017.00043","volume":"3","author":"Y Reuland","year":"2017","unstructured":"Reuland, Y., Lestuzzi, P., Smith, I.F.C.: Data-interpretation methodologies for non-linear earthquake response predictions of damaged structures. Front. Built Environ. 3, 43 (2017)","journal-title":"Front. Built Environ."},{"issue":"2","key":"11_CR25","doi-asserted-by":"publisher","first-page":"118","DOI":"10.1111\/j.1467-8667.2005.00381.x","volume":"20","author":"Y. Robert-Nicoud","year":"2005","unstructured":"Robert\u2010Nicoud, Y., Raphael, B., Burdet, O., Smith, I.F.C.: Model identification of bridges using measurement data. Comput. Civ. Infrastruct. Eng. 20, 118\u2013131 (2005a)","journal-title":"Computer-Aided Civil and Infrastructure Engineering"},{"issue":"3","key":"11_CR26","doi-asserted-by":"publisher","first-page":"239","DOI":"10.1061\/(ASCE)0887-3801(2005)19:3(239)","volume":"19","author":"Y. Robert-Nicoud","year":"2005","unstructured":"Robert-Nicoud, Y., Raphael, B., Smith, I.: System identification through model composition and stochastic search. J. Comput. Civ. Eng. 19, 239\u2013247 (2005b)","journal-title":"Journal of Computing in Civil Engineering"},{"issue":"8-9","key":"11_CR27","doi-asserted-by":"publisher","first-page":"599","DOI":"10.1016\/j.compstruc.2004.11.007","volume":"83","author":"Y. Robert-Nicoud","year":"2005","unstructured":"Robert-Nicoud, Y., Raphael, B., Smith, I.F.C.: Configuration of measurement systems using Shannon\u2019s entropy function. Comput. Struct. 83, 599\u2013612 (2005c)","journal-title":"Computers & Structures"},{"key":"11_CR28","first-page":"626","volume":"62","author":"Z \u0160id\u00e1k","year":"1967","unstructured":"\u0160id\u00e1k, Z.: Rectangular confidence regions for the means of multivariate normal distributions. J. Am. Stat. Assoc. 62, 626\u2013633 (1967)","journal-title":"J. Am. Stat. Assoc."},{"key":"11_CR29","doi-asserted-by":"publisher","first-page":"2","DOI":"10.3389\/fbuil.2016.00008","volume":"2","author":"IFC Smith","year":"2016","unstructured":"Smith, I.F.C.: Studies of sensor data interpretation for asset management of the built environment. Front. Built Environ. 2, 2\u20138 (2016)","journal-title":"Front. Built Environ."},{"key":"11_CR30","doi-asserted-by":"publisher","first-page":"368","DOI":"10.1061\/(ASCE)0733-9399(1994)120:2(368)","volume":"120","author":"FE Udwadia","year":"1994","unstructured":"Udwadia, F.E.: Methodology for optimum sensor locations for parameter identification in dynamic systems. J. Eng. Mech. 120, 368\u2013390 (1994)","journal-title":"J. Eng. Mech."},{"key":"11_CR31","doi-asserted-by":"publisher","first-page":"412","DOI":"10.1016\/j.aei.2014.06.003","volume":"28","author":"DG Vernay","year":"2014","unstructured":"Vernay, D.G., Raphael, B., Smith, I.F.C.: Augmenting simulations of airflow around buildings using field measurements. Adv. Eng. Inform. 28, 412\u2013424 (2014)","journal-title":"Adv. Eng. Inform."},{"key":"11_CR32","unstructured":"World Economic Forum: Strategic infrastructure, steps to operate and maintain infrastructure efficiently and effectively (No. 180314). World Economic Forum, Davos (2014)"},{"key":"11_CR33","doi-asserted-by":"publisher","first-page":"757","DOI":"10.1002\/eqe.2486","volume":"44","author":"K Yuen","year":"2015","unstructured":"Yuen, K., Kuok, S.: Efficient Bayesian sensor placement algorithm for structural identification: a general approach for multi-type sensory systems. Earthq. Eng. Struct. Dyn. 44, 757\u2013774 (2015)","journal-title":"Earthq. Eng. Struct. Dyn."}],"container-title":["Lecture Notes in Computer Science","Advanced Computing Strategies for Engineering"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-91638-5_11","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2018,5,18]],"date-time":"2018-05-18T04:39:53Z","timestamp":1526618393000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-91638-5_11"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783319916378","9783319916385"],"references-count":33,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-91638-5_11","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018]]}}}