Abstract
The presented research highlights different ways of collecting, systematising and using data in the field of building maintenance towards rational decisions. First, the harmonisation of the information collected during building inspections is presented. Such harmonisation was developed within a global inspection system for the building envelope, including classification lists of defects, their causes, diagnosis methods and repair techniques, as well as correlation matrices between these items. Using harmonised inspection systems during fieldwork guides the procedures and makes the collected data more objective. With sound information about the degradation of building elements, their remaining service life may be estimated. Different service life prediction methods were adopted, considering their advantages to decide on the best moment to carry out maintenance activities. Computational tools of service life prediction were developed, with different options for users, according to their objectives and available information. Following these methodologies, a condition-based maintenance model was developed, using Petri nets. Different types of maintenance strategies were determined and then compared, according to the progression of degradation, service life, costs and impact on building users. Such a condition-based maintenance model allows better decisions, as more data are available, considering different factors, and not only costs, for instance.
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References
Madureira S, Flores-Colen I, de Brito J, Pereira C (2017) Maintenance planning of facades in current buildings. Constr Build Mater 147:790–802. https://doi.org/10.1016/j.conbuildmat.2017.04.195
Palmer RD (2006) Maintenance planning and scheduling handbook, 2nd edn. McGraw Hill, New York, NY USA
Flores-Colen I, de Brito J (2010) Discussion of proactive maintenance strategies in façades’ coatings of social housing. J Build Appraisal 5:223–240. https://doi.org/10.1057/jba.2009.21
Flores-Colen I, de Brito J (2010) A systematic approach for maintenance budgeting of buildings façades based on predictive and preventive strategies. Constr Build Mater 24:1718–1729. https://doi.org/10.1016/j.conbuildmat.2010.02.017
Pitt TJ (1997) Data requirements for the prioritization of predictive building maintenance. Facilities 15:97–104. https://doi.org/10.1108/02632779710160612
Chartered Institution of Building Services Engineers (2008) Maintenance engineering and management. A guide for designers, maintainers, building owners and operators, and facilities managers. Chartered Institution of Building Services Engineers, London, UK
de Brito J, Pereira C, Silvestre JD, Flores-Colen I (2020) Expert knowledge-based inspection systems. In: Inspection, diagnosis and repair of the building envelope. Springer, Cham, Switzerland
CIB W86 (1993) Building pathology: a state-of-the-art report. International Council for Research and Innovation in Building and Construction, Delft, The Netherlands
Garcez N, Lopes N, de Brito J, Sá G (2012) Pathology, diagnosis and repair of pitched roofs with ceramic tiles: statistical characterisation and lessons learned from inspections. Constr Build Mater 36:807–819. https://doi.org/10.1016/j.conbuildmat.2012.06.049
Garcez N, Lopes N, de Brito J, Silvestre J (2012) System of inspection, diagnosis and repair of external claddings of pitched roofs. Constr Build Mater 35:1034–1044. https://doi.org/10.1016/j.conbuildmat.2012.06.047
Conceição J, Poça B, de Brito J et al (2017) Inspection, diagnosis, and rehabilitation system for flat roofs. J Perform Constr Facil 31:04017100. https://doi.org/10.1061/(ASCE)CF.1943-5509.0001094
Conceição J, Poça B, de Brito J et al (2019) Data analysis of inspection, diagnosis, and rehabilitation of flat roofs. J Perform Constr Facil 33:04018100. https://doi.org/10.1061/(ASCE)CF.1943-5509.0001252
Santos A, Vicente M, de Brito J et al (2017) Inspection, diagnosis, and rehabilitation system of door and window frames. J Perform Constr Facil 31:04016118. https://doi.org/10.1061/(ASCE)CF.1943-5509.0000992
Santos A, Vicente M, de Brito J et al (2017) Analysis of the inspection, diagnosis, and repair of external door and window frames. J Perform Constr Facil 31:04017098. https://doi.org/10.1061/(ASCE)CF.1943-5509.0001095
Sá G, Sá J, de Brito J, Amaro B (2014) Inspection and diagnosis system for rendered walls. Int J Civ Eng 12:279–290
Sá G, Sá J, de Brito J, Amaro B (2015) Statistical survey on inspection, diagnosis and repair of wall renderings. J Civ Eng Manag 21:623–636. https://doi.org/10.3846/13923730.2014.890666
Amaro B, Saraiva D, de Brito J, Flores-Colen I (2014) Statistical survey of the pathology, diagnosis and rehabilitation of ETICS in walls. J Civ Eng Manag 20:511–526. https://doi.org/10.3846/13923730.2013.801923
Amaro B, Saraiva D, de Brito J, Flores-Colen I (2013) Inspection and diagnosis system of ETICS on walls. Constr Build Mater 47:1257–1267. https://doi.org/10.1016/j.conbuildmat.2013.06.024
Pires R, de Brito J, Amaro B (2015) Statistical survey of the inspection, diagnosis and repair of painted rendered façades. Struct Infrastruct Eng 11:605–618. https://doi.org/10.1080/15732479.2014.890233
Pires R, de Brito J, Amaro B (2015) Inspection, diagnosis, and rehabilitation system of painted rendered façades. J Perform Constr Facil 29:04014062. https://doi.org/10.1061/(ASCE)CF.1943-5509.0000534
da Silva C, Coelho F, de Brito J et al (2017) Statistical survey on inspection, diagnosis and repair of architectural concrete surfaces. J Perform Constr Facil 31:04017097. https://doi.org/10.1061/(ASCE)CF.1943-5509.0001092
da Silva C, Coelho F, de Brito J et al (2017) Inspection, diagnosis, and repair system for architectural concrete surfaces. J Perform Constr Facil 31:04017035. https://doi.org/10.1061/(ASCE)CF.1943-5509.0001034
Silvestre JD, de Brito J (2011) Ceramic tiling in building façades: inspection and pathological characterization using an expert system. Constr Build Mater 25:1560–1571. https://doi.org/10.1016/j.conbuildmat.2010.09.039
Silvestre JD, de Brito J (2010) Inspection and repair of ceramic tiling within a building management system. J Mater Civ Eng 22:39–48. https://doi.org/10.1061/(ASCE)0899-1561(2010)22:1(39)
Neto N, de Brito J (2011) Inspection and defect diagnosis system for natural stone cladding. J Mater Civ Eng 23:1433–1443. https://doi.org/10.1061/(ASCE)MT.1943-5533.0000314
Neto N, de Brito J (2012) Validation of an inspection and diagnosis system for anomalies in natural stone cladding (NSC). Constr Build Mater 30:224–236. https://doi.org/10.1016/j.conbuildmat.2011.12.032
Delgado A, de Brito J, Silvestre JD (2013) Inspection and diagnosis system for wood flooring. J Perform Constr Facil 27:564–574. https://doi.org/10.1061/(ASCE)CF.1943-5509.0000342
Delgado A, Pereira C, de Brito J, Silvestre JD (2018) Defect characterization, diagnosis and repair of wood flooring based on a field survey. Mater Constr 68:1–13. https://doi.org/10.3989/mc.2018.01817
Garcia J, de Brito J (2008) Inspection and diagnosis of epoxy resin industrial floor coatings. J Mater Civ Eng 20:128–136. https://doi.org/10.1061/(ASCE)0899-1561(2008)20:2(128))
Carvalho C, de Brito J, Flores-Colen I, Pereira C (2018) Inspection, diagnosis, and rehabilitation system for vinyl and linoleum floorings in health infrastructures. J Perform Constr Facil 32:04018078. https://doi.org/10.1061/(ASCE)CF.1943-5509.0001229
Carvalho C, de Brito J, Flores-Colen I, Pereira C (2019) Pathology and rehabilitation of vinyl and linoleum floorings in health infrastructures: statistical survey. Buildings 9:116. https://doi.org/10.3390/buildings9050116
Tuna J, Feiteira J, Flores-Colen I et al (2015) In situ characterization of damaging soluble salts in wall construction materials. J Perform Constr Facil 29:04014127. https://doi.org/10.1061/(asce)cf.1943-5509.0000616
Branco FA, de Brito J (2004) Handbook of concrete bridge management. ASCE Press, Reston, VA USA
Almeida Santos L, Flores-Colen I, Gomes MG (2013) In-situ techniques for mechanical performance and degradation analysis of rendering walls. Restoration Build Monuments 19:255–266. https://doi.org/10.1515/rbm-2013-6606
Bungey JH, Millard SG, Grantham MG (2006) Testing of concrete in structures, 4th edn. Taylor & Francis, Oxon, UK
Douglas J, Noy EA (2011) Building surveys and reports, 4th edn. Wiley-Blackwell, Chichester, UK
Glover P (2009) Building surveys, 7th edn. Butterworth-Heinemann, Oxford, UK
Seeley IH (1987) Building maintenance, 2nd edn. Palgrave, Hampshire, UK
Van Balen K (2015) Preventive conservation of historic buildings. Restoration Build Monuments 21:99–104. https://doi.org/10.1515/rbm-2015-0008
Houghton-Evans RW (2005) Well built? A forensic approach to the prevention, diagnosis and cure of building defects. RIBA Enterprises, London, UK
Pereira C, de Brito J, Silvestre JD (2020) Harmonising the classification of diagnosis methods within a global building inspection system: proposed methodology and analysis of fieldwork data. Eng Fail Anal 115:104627. https://doi.org/10.1016/j.engfailanal.2020.104627
Pereira C, de Brito J, Silvestre JD (2020) Harmonising the classification of the causes of defects in a global building inspection system: proposed methodology and analysis of fieldwork data. Sustainability 12:5564. https://doi.org/10.3390/su12145564
Pereira C, de Brito J, Silvestre JD (2021) Harmonized classification of repair techniques in a global inspection system: proposed methodology and analysis of fieldwork data. J Perform Constr Facil 35:04020122. https://doi.org/10.1061/(ASCE)CF.1943-5509.0001529
Pereira C, de Brito J, Silvestre JD (2021) Harmonising correlation matrices within a global building expert knowledge-based inspection system. Constr Build Mater 272:121655. https://doi.org/10.1016/j.conbuildmat.2020.121655
Pereira C, Silva JN, Silva A et al (2021) Building inspection system software based on expert-knowledge. J Perform Constr Facil (accepted). https://doi.org/10.1061/(ASCE)CF.1943-5509.0001700
de Brito J, Branco FA, Ibañez M (1994) Knowledge-based concrete bridge inspection system. Concr Int 16:29–63
Shohet IM, Paciuk M (2006) Service life prediction of exterior cladding components under failure conditions. Constr Manag Econ 24(2):131–148. https://doi.org/10.1080/01446190500184535
Mann L, Saxena A, Knapp GM (1995) Statistical-based or condition-based preventive maintenance? J Qual Maintenance Eng 1(1):46–59
Vicente R, Ferreira TM, Mendes da Silva JAR (2015) Supporting urban regeneration and building refurbishment. Strategies for building appraisal and inspection of old building stock in city centres. J Cult Heritage 16(1):1–14. https://doi.org/10.1016/j.culher.2014.03.004
Sjöström C (1985) Overview of methodologies for prediction of service life. In: Problems in service life prediction of building and construction materials. NATO ASI series, vol 95, pp 3–20
Gaspar PL, de Brito J (2008) Quantifying environmental effects on cement-rendered facades: a comparison between different degradation indicators. Build Environ 43(11):1818–1828. https://doi.org/10.1016/j.buildenv.2007.10.022
Gaspar PL, de Brito J (2011) Limit states and service life of cement renders on façades. Mater Civil Eng 23(10):1393–1404. https://doi.org/10.1061/(ASCE)MT.1943-5533.0000312
Silva A, de Brito J, Gaspar P (2016) Comparative analysis of service life prediction methods applied to rendered façades. Mater Struct 49(11):4893–4910. https://doi.org/10.1617/s11527-016-0832-6
Silva A, de Brito J, Gaspar P (2016) Methodologies for service life prediction of buildings: with a focus on façade claddings. Springer, Switzerland
Silva A, de Brito J, Gaspar P (2011) Service life prediction model applied to natural stone wall claddings (directly adhered to the substrate). Constr Build Mater 25(9):3674–3684. https://doi.org/10.1016/j.conbuildmat.2011.03.064
Silva A, Gaspar PL, de Brito J (2014) Durability of current renderings: a probabilistic analysis. Autom Constr 44:92–102. https://doi.org/10.1016/j.autcon.2014.04.002
Silva A, Neves LC, Gaspar PL, de Brito J (2016) Probabilistic transition of condition: render facades. Build Res Inf 44(3):301–318. https://doi.org/10.1080/09613218.2015.1023645
Silva A, Dias JLR, Gaspar PL, de Brito J (2013) Statistical models applied to service life prediction of rendered façades. Autom Constr 30:151–160. https://doi.org/10.1016/j.autcon.2012.11.028
Vieira SM, Silva A, Sousa JMC, de Brito J, Gaspar PL (2015) Modelling the service life of rendered façades using fuzzy systems. Autom Constr 51:1–7. https://doi.org/10.1016/j.autcon.2014.12.011
Silva A, de Brito J, Gaspar PL (2012) Application of the factor method to maintenance decision support for stone cladding. Autom Constr 22(3):165–174. https://doi.org/10.1016/j.autcon.2011.06.014
Silva A, de Brito J, Gaspar PL (2015) Stochastic approach to the factor method applied to service life prediction of rendered façades. J Mater Civ Eng 04015130. https://doi.org/10.1061/(ASCE)MT.1943-5533.0001409
Faber MH (2007) Risk and safety in civil engineering. Lecture notes. Swiss Federal Institute of Technology, Zurich
Arismendi R, Barros A, Grall A (2021) Piecewise deterministic Markov process for condition-based maintenance models—application to critical infrastructures with discrete-state deterioration. Reliab Eng Syst Saf 212:107540. https://doi.org/10.1016/j.ress.2021.107540
Lair W, Mercier S, Roussignol M, Ziani R (2011) Piecewise deterministic Markov processes and maintenance modeling: application to maintenance of a train air-conditioning system. Proc Inst Mech Eng O J Risk Reliab 225(2):199–209. https://doi.org/10.1177/1748006XJRR347
Løken E (2007) Use of multicriteria decision analysis methods for energy planning problems. Renew Sustain Energ Rev 11(7):1584–1595. https://doi.org/10.1016/j.rser.2005.11.005
Lounis Z, Madanat SM (2002) Integrating mechanistic and statistical deterioration models for effective bridge management. In: Proceedings of the 7th ASCE International conference on applications of advanced technology in transportation, Boston, USA
Phares BM, Washer GA, Rolander DD, Graybeal BA, Moore M (2004) Routine highway bridge inspection condition documentation accuracy and reliability. J Bridge Eng 9(4):403–413. https://doi.org/10.1061/(ASCE)1084-0702(2004)9:4(403)
Corotis RB, Ellis J, Jiang M (2005) Modeling of risk-based inspection, maintenance and life-cycle cost with partially observable Markov decision processes. Struct Infrastruct Eng 1(1):75–84. https://doi.org/10.1080/15732470412331289305
Al-Ahmari A (2016) Optimal robotic cell scheduling with controllers using mathematically based timed Petri nets. Inf Sci 329:638–648. https://doi.org/10.1016/j.ins.2015.09.053
Chen Y, Li Z, Barkaoui K (2014) Maximally permissive liveness-enforcing supervisor with lowest implementation cost for flexible manufacturing systems. Inf Sci 256(6):74–90. https://doi.org/10.1016/j.ins.2013.07.021
Uzam M, Gelen G, Saleh TL (2016) Think-globally-act-locally approach with weighted arcs to the synthesis of a liveness-enforcing supervisor for generalized Petri nets modeling FMSs. Inf Sci 363:235–260. https://doi.org/10.1016/j.ins.2015.09.010
van der Aalst WM (2002) Making work flow: on the application of petri nets to business process management. In: Proceedings of the 23rd International conference on application and theory of Petri nets, Adelaide, Australia
Tang F, Guo M, Dong M, Li M, Guan H (2008) Towards context-aware workflow management for ubiquitous computing. In: Proceedings of the International conference on embedded software and systems, Sichuan, China
Ferreira C, Neves LC, Silva A, de Brito J (2020) Stochastic maintenance models for ceramic claddings. Struct Infrastruct Eng 16(2):247–265. https://doi.org/10.1080/15732479.2019.1652657
Ferreira C, Silva A, de Brito J, Dias IS, Flores-Colen I (2020) Maintenance modelling of ceramic claddings in pitched roofs based on the evaluation of their in situ degradation condition. Infrastructures 5(9):77. https://doi.org/10.3390/infrastructures5090077
Ferreira C, Silva A, de Brito J, Neves LC (2020) Impact of maintenance strategies on the serviceability of architectural concrete surfaces. In: Life-cycle civil engineering: innovation, theory and practice. CRC Press, Boca Raton, pp 593–599
Ferreira C, Silva A, de Brito J, Dias IS, Flores-Colen I (2021) Definition of a condition-based model for natural stone claddings. J Build Eng 33:101643. https://doi.org/10.1016/j.jobe.2020.101643
Ferreira C, Silva A, de Brito J, Dias IS, Flores-Colen I (2021) Condition-based maintenance strategies to enhance the durability of ETICS. Sustainability 13(12):6677. https://doi.org/10.3390/su13126677
Marsan MA, Balbo G, Conte G, Donatelli S, Franceschinis G (1994) Modelling with generalized stochastic Petri nets. Wiley
Murata T (1989) Petri nets: properties, analysis and applications. Proc IEEE 77(4):541–580. https://doi.org/10.1109/5.24143
Madanat S (1993) Optimal infrastructure management decisions under uncertainty. Transp Res Part C Emerg Technol 1(1):77–88. https://doi.org/10.1016/0968-090X(93)90021-7
Bocchini P, Saydam D, Frangopol DM (2013) Efficient, accurate, and simple Markov chain model for the life-cycle analysis of bridge groups. Struct Saf 40:51–64. https://doi.org/10.1016/j.strusafe.2012.09.004
Ellingwood BR (2005) Risk-informed condition assessment of civil infrastructure: state of practice and research issues. Struct Infrastruct Eng 1(1):7–18. https://doi.org/10.1080/15732470412331289341
Oberkampf WL, Helton JC, Joslyn CA, Wojtkiewicz SF, Ferson S (2004) Challenge problems: uncertainty in system response given uncertain parameters. Reliab Eng Syst Saf 85(1–3):11–19. https://doi.org/10.1016/j.ress.2004.03.002
Frangopol DM, Liu M (2004) Life-cycle cost analysis for highways bridges: accomplishments and challenges. In: Structures 2004: building on the past, securing the future, Nashville, TN, USA
Ferreira C, Silva A, de Brito J, Dias IS, Flores-Colen I (2021) Criteria for selection of cladding systems based on their maintainability. J Build Eng 39:102260. https://doi.org/10.1016/j.jobe.2021.102260
Acknowledgements
The authors gratefully acknowledge the support of CERIS (Instituto Superior Técnico, University of Lisbon) and the Fundação para a Ciência e a Tecnologia (FCT) through the FCT project PTDC/ECI-CON/29286/2017 and the FCT Ph.D. Scholarship SFRH/BD/131113/2017.
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Pereira, C., Silva, A., Ferreira, C., de Brito, J., Flores-Colen, I., Silvestre, J.D. (2022). Information Systematisation Towards Rational Building Maintenance Decisions. In: Bienvenido-Huertas, D., Moyano-Campos, J. (eds) New Technologies in Building and Construction. Lecture Notes in Civil Engineering, vol 258. Springer, Singapore. https://doi.org/10.1007/978-981-19-1894-0_22
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