Publications

Books

• Carlos Matias Ramos e Elói Figueiredo (2020). “Engenharia Civil: Uma perspetiva sobre a formação e a profissão”. Edições Universitárias Lusófonas. ISBN 978-989-757-133-6. (in Portuguese)
• Zhou, Y.L.; Wahab, M.A.; Maia, N.M.M.; Liu, L.; Figueiredo, E. (2019).Data Mining in Structural Dynamic Analysis – A Signal Processing Perspective. Springer. ISBN 978-981-15-0500-3.
• Figueiredo, Eloi; Moldovan, Ionut; Marques, Manuel Barata (2013).Condition Assessment of Bridges: Past, Present, and Future. A Complementary Approach. Universidade Católica Editora, ISBN: 978-972-54-0402-7.

International Journal Papers

on Structural Health Monitoring

• Yano, M.; Villani, L.; Silva, S.; Figueiredo, E. (2021). Autoregressive Model Extrapolation using Cubic Splines for Damage Progression Analysis. Journal of the Brazilian Society of Mechanical Sciences and Engineering. 43(19).
• Paixão, J.; Silva, S.; Figueiredo, E.; Radu, Lucian; Park, G. (2020). Delamination area quantification in composite structures using Gaussian process regression and AR models. Journal of Vibration and Control. In Press.
• Silva, M.; Figueiredo, E.; Costa, J.C.W.A.; Mascarenas, D. (2020).Spatio-Temporal Decomposition of 2D Travelling Waves from Video Measurements. Mechanical Systems and Signal Processing, 139.
• Sousa Tomé, E.; Pimentel; M., Figueiras, J. (2020). Damage detection under environmental and operational effects using cointegration analysis – application to experimental data from a cable-stayed bridge. Mechanical Systems and Signal Processing, 135: 106386.
• Sousa Tomé, E.; Pimentel, M.; Figueiras, J. (2019). Online early damage detection and localisation using multivariate data analysis – application to a cable-stayed bridge. Structural Control and Health Monitoring, 26: e2434.
• Figueiredo, E.; Moldovan, I.; Santos, A.; Campos, P; Costa, J.C.W.A. (2019).Finite element-based machine learning approach to detect damage in bridges under operational and environmental variations. Journal of Bridge Engineering, 24(7): 04019061. DOI: 10.1061/(ASCE)BE.1943-5592.0001432.
• Santos, A., Silva, M., Santos, R., Figueiredo, E., Maia, N., & Costa, J. (2019).Output-only structural damage detection based on transmissibility measurements and kernel principal component analysis. Journal of Communication and Information Systems, 34(1), 64-75. https://doi.org/10.14209/jcis.2019.7
• Silva, M.; Dreyton, A.; Figueiredo, E.; Reginaldo, F.; Sales, C.; Costa, J. (2019).Deep principal component analysis: an enhanced approach for structural damage identification. Journal of Structural Health Monitoring, DOI: 10.1177/1475921718799070.
• Sousa Tomé, E.; Pimentel, M.; Figueiras, J. (2018). Structural response of a concrete cable-stayed bridge under thermal loads. Engineering Structures, 176: 652-672
• Santos, A.; Figueiredo, E.; Silva, M.; Santos, R.; Sales, C.; Costa, J. (2017).A global expectation-maximization approach based on memetic algorithm for vibration-based structural damage detection. IEEE Transactions on Instrumentation & Measurement, vol. 66(4), pp 661-670, DOI: 10.1109/TIM.2017.2663478.
• Silva, M.; Dreyton, A.; Figueiredo, E.; Reginaldo, F.; Sales, C.; Costa, J. (2017).Agglomerative concentric hypersphere clustering applied to structural damage detection. Mechanical Systems and Signal Processing, vol. 92, 196-212, DOI: 10.1016/j.ymssp.2017.01.024.
• Santos, A.; Figueiredo, E.; Silva, M.; Santos, R.; Sales, C.; Costa, J. (2017).Genetic- based EM algorithm to improve the robustness of Gaussian mixture models for damage detection in bridges. Structural Control and Health Monitoring, DOI: 10.1002/stc.1886, vol. 24(3).
• Santos, A.; Figueiredo, E.; Silva, M.; Santos, R.; Sales, C.; Costa, J. (2016).A global expectation-maximization based on memetic swarm optimization for structural damage detection. Journal of Structural Health Monitoring, vol. 15 (5), 610-625.
• Silva, M.; Dreyton, A.; Figueiredo, E.; Reginaldo, F.; Sales, C.; Costa, J. (2016).A novel unsupervised approach based on a genetic algorithm for structural damage detection in bridges. Engineering Applications of Artificial Intelligence, volume 52, 168-180, doi:10.1016/j.engappai.2016.03.002.
• Santos, A.; Figueiredo, E.; Silva, M.; Sales, C.; Costa, J. (2016).Machine learning algorithms for damage detection: kernel-based approaches. Journal of Sound and Vibration, volume 363, pages 584-599, doi:10.1016/j.jsv.2015.11.008.
• Zhou, Y. L.; Figueiredo, E.; Maia, N.; Pereira, R. (2015). Damage Detection and Quantification using Transmissibility Coherence Analysis. Shock and Vibration, vol. 2015, Article ID 290714, 16 pages, 2015. DOI: 10.1155/2015/290714.
• Zhou, Y. L.; Figueiredo, E.; Maia, N.; Sampaio, R.; Pereira, R. (2015).Damage Detection using a Transmissibility-based Mahalanobis Distance. Structural Control and Health Monitoring, 22(10): 1209-1222, DOI: 10.1002/stc. 1743.
• Figueiredo, E.; Radu, L.; Worden, K.; Farrar, C.R. (2014). A Bayesian Approach based on a Markov-chain Monte Carlo Method for Damage Detection under Unknown Sources of Variability. Journal of Engineering Structures, 80, pag. 1-10.
• Figueiredo, E.; Cross, E. (2013). Linear Approaches to Modeling Nonlinearities in Long-term Monitoring of Bridges. Journal of Civil Structural Health Monitoring, 3(3), 187-194.
• Figueiredo, E.; Park, G.; Farinholt, K. M.; Farrar, C. R. (2012). Time Series Analysis of Piezoelectric Active-sensing for Structural Health Monitoring Applications. Journal of Vibration and Acoustics, 134(4).
• Figueiredo, E.; Park, G.; Farrar, C. R.; Worden, K.; Figueiras, J. (2011). Machine Learning Algorithms for Damage Detection under Operational and Environmental Variability. Journal of Structural Health Monitoring, 10(6), 559-572.
• Figueiredo, E.; Park, G.; Figueiras, J.; Farrar, C.; Worden, K. (2011). Influence of the Autoregressive Model Order on Damage Detection. Computer-Aided Civil and Infrastructure Engineering, 26 (3), 225-238.
• Figueiredo, E.; Todd, M. D.; Farrar, C. R.; Flynn, E. (2010).Autoregressive Modeling with State-space Embedding Vectors for Damage Detection under Operational and Environmental Variability. International Journal of Engineering Science, 48(10), 822-834.
• Fernandez-Garcia, M. R.; Masri, F. S.; Ghanem, R.; Figueiredo, E.; Farrar, C. R. (2010). A Substructuring Approach for Detecting, Locating, and Quantifying Nonlinearities in Chain-like Systems. Structural Control and Health Monitoring, 17 (7), 761-777.
• Fernandez-Garcia, M. R.; Masri, F. S.; Ghanem, R.; Figueiredo, E.; Farrar, C. R. (2010). An Experimental Study of Change Detection in Uncertain Chain-like Systems. Journal of Sound and Vibration, 329, 2395-2409.
• Taylor, S. G.; Farinholt, K. M.; Flynn, E. B.; Figueiredo, E.; Mascarenas, D. L.; Moro, E. A.; Park, G.; Todd, M. D.; Farrar, C. R. (2009). A Mobile-agent Based Wireless Sensing Network for Structural Monitoring Applications. Measurement Science and Technology, 20(4).

on Materials

• Sarcinella, A.; Aguiar, J.; Lettieri, M.; Cunha, S.; Frigione, M. (2020). Thermal performance of mortars based on different binders and containing a novel sustainable Phase Change Material (PCM). Materials, 13, 2055. DOI: 10.3390/ma13092055.
• Cunha, S.; Leite, P.; Aguiar, J. B. (2020). Characterization of innovative mortars with direct incorporation of phase change materials. Journal of Energy Storage, 30, 101439. DOI: 10.1016/j.est.2020.101439.
• Cunha, S.; Aguiar, J. B. (2020). Phase Change Materials and Energy Efficiency of Buildings: A Review of Knowledge. Journal of Energy Storage, 27, 101083. DOI: 10.1016/j.est.2019.101083
• Cunha, S.; Silva, M.; Aguiar, J. B. (2020). Behavior of cementitious mortars with direct incorporation of non-encapsulated phase change material after severe temperature exposure. Construction and Building Materials, 230, 117011. DOI: 10.1016/j.conbuildmat.2019.117011.
• Cunha, S.; Aguiar, J. B.; Ferreira, V. M. (2017). Mortars with incorporation of phase change materials for thermal rehabilitation. International Journal of Architectural Heritage, 11, 339-348. DOI: 10.1080/15583058.2016.1222464.
• Cunha, S.; Aguiar, J. B.; Ferreira, V. M. (2017). Durability of mortars with incorporation of phase change materials microcapsules. Romanian Journal of Materials, 47 (2), 166-175.
• Cunha, S.; Aguiar, J. B.; Ferreira, V. M. (2017). Eco-efficient mortars with incorporation of Phase Change Materials. Journal of Building Physics, 41, 1-24. DOI: 10.1177/1744259117697397.
• Cunha, S.; Lima, M.; Aguiar, J. B. (2016). Influence of adding phase change materials on the properties of cement mortars. Construction and Building Materials, 127, 1-10. DOI: 10.1016/j.conbuildmat.2016.09.119.
• Cunha, S.; Aguiar, J. B.; Tadeu, A. (2016). Thermal performance and cost analysis of PCM mortars based in different binders. Construction and Building Materials, 122, 637-648. DOI: 10.1016/j.conbuildmat.2016.06.114.
• Cunha, S.; Aguiar, J. B.; Pacheco-Torgal, F. (2015). Effect of temperature on mortars with incorporation of phase change materials. Construction and Building Materials, 98, 89–101. DOI: 10.1016/j.conbuildmat.2015.08.077.
• Cunha, S.; Aguiar, J. B.; Ferreira, V. M.; Tadeu, A. (2015). Ranking Procedure for mortars with incorporation of phase change materials. Materiales de Construccion, 65, 1-15. DOI: 10.3989/mc.2015.07314.
• Vasconcelos, G.; Lourenço, P. B.; Camões, A.; Martins, A.; Cunha, S. (2015). Evaluation of the performance of recycled textile fibers in the mechanical behaviour of a gypsum and cork composite material. Cement and Concrete Composites, 58, 29-39. DOI: 10.1016/j.cemconcomp.2015.01.001.
• Cunha, S.; Aguiar, J. B.; Ferreira, V. M.; Tadeu, A. (2015). Mortars Based in different binders with incorporation of phase change materials: Physical and mechanical properties. European Journal of Environmental and Civil Engineering, 19, 1216-1233. DOI: 10.1080/19648189.2015.1008651.
• Aguiar, J. B.; Cunha, S.; Kheradmand, M. (2015). Mortars with Phase Change Materials: Contribute to Sustainable Construction. Key Engeneering Materials, Sustainable Construction Materials, 634, 3-13. DOI: 10.4028/www.scientific.net/KEM.634.3.
• Zalegowski, K.; Garbacz, A.; Cunha, S.; Aguiar, J. B. (2015). Tensile Properties of Polymer Repair Materials – effect of test parameters. Advanced Materials Research, 1129, 445-452.
• Cunha, S.; Aguiar, J. B.; Ferreira, V. M.; Tadeu, A.; Garbacz, A. (2015). Mortars with phase change materials – Part I: Physical and mechanical characterization. Key Engeneering Materials, Sustainable Construction Materials, 634, 22-32. DOI: 10.4028/www.scientific.net/KEM.634.22.
• Cunha, S.; Aguiar, J. B.; Ferreira, V. M.; Tadeu, A.; Garbacz, A. (2015). Mortars with phase change materials – Part II: Durability evaluation. Key Engeneering Materials, Sustainable Construction Materials, 634, 33- 45. DOI: 10.4028/www.scientific.net/KEM.634.33.
• Cunha, S.; Aguiar, J. B.; Zalegowski, K.; Garbacz, A.; Soares, P.; Azevedo, J.; Ferreira, V.; Tadeu, A. (2015). Sustainable Mortars with Incorporation of Microencapsulated Phase Change Materials. Advanced Materials Research, 1129, 621-628.
• Cunha, S.; Aguiar, J. B.; Ferreira, V. M.; Tadeu, A. (2014). Influence of the type of phase change materials microcapsules on the properties of lime-gypsum thermal mortars. Advanced Engineering Materials, 16, 433-441. DOI: 10.1002/adem.201300278.
• Cunha, S.; Aguiar, J.; Ferreira, V.; Tadeu, A. (2013). Influence of adding encapsulated phase change materials in aerial lime based mortars. Advanced Materials Research, 687, 255-261. DOI: 10.4028/www.scientific.net/AMR.687.255.
• Cunha, S.; Aguiar, J. B.; Kheradmand, M.; Bragança, L.; Ferreira, V. M. (2013). Thermal mortars with incorporation of PCM microcapsules. Restoration of Buildings and Monuments, 19, 171-178.
• Vasconcelos, G.; Martins, A.; Cunha, S.; Camões, A.; Lourenço, J. P. (2013). Mechanical behavior of gypsum and cork based composite material. Materials Science Forum, 730-732, 361-366. DOI: 10.4028/www.scientific.net/MSF.730-732.361.
• Aguiar, J. B.; Ozkul, M.; Cunha, S. (2013). Report from 13th ICPIC and 7th ASPIC: New Trends on Concrete-Polymer Composites. Advanced Materials Research, 687, 45-56. DOI: 10.4028/www.scientific.net/AMR.687.45.
• Cunha, S.; Alves, V.; Aguiar, J. B.; Ferreira, V. M. (2012). Use of Phase Change Materials Microcapsules in Aerial Lime and Gypsum Mortars. Cement Wapno Beton, Special Issue, 17-21.