[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"doc-detail-125414-en":3,"doc-seo-125414-105":30,"detail-sidebar-cat-0-en-105":91},{"code":4,"msg":5,"data":6},0,"success",{"doc_id":7,"user_id":8,"nickname":9,"user_avatar":10,"doc_module":4,"category_id":11,"category_name":12,"doc_title":13,"doc_description":14,"doc_content":15,"file_id":16,"file_url":17,"file_type":18,"file_size":19,"view_count":4,"is_deleted":4,"is_public":20,"is_downloadable":20,"audit_status":20,"page_count":21,"language":22,"language_code":23,"site_id":24,"html_lang":23,"table_of_contents":25,"faqs":26,"seo_title":27,"seo_description":14,"update_tm":28,"read_time":29},125414,1374391974585,"Genevieve","https://ap-avatar.wpscdn.com/davatar_276721f389ce27ea32af1340a28f341c",8,"Research & Report","Proceedings of the 23rd EuroFM Research Symposium - Scientific and Best Paper Committee Proceedings - Preface and Papers","Proceedings of the 23rd EuroFM Research Symposium (10-11 June 2024, London) compile 23 double-blind reviewed research papers spanning digital transformation, green transformation, spatial transformation, and services transformation in facility management. The volume includes preface content, scientific and best paper committee materials, and a table of contents covering themes such as machine learning for predictive maintenance, digitalization in facility management, digital twins, circular facilities management, smart building and IT technologies, and scenario-driven energy systems. Licensed under CC BY-ND 4.0 and CC BY 4.0.","Proceedings of the  \n23rd EuroFM Research Symposium  \n10-11 June 2024 London, United Kingdom  \nEditors: Riikka Kyrö Tuuli Jylhä  \nProceedings  \nThe 23rd EuroFM Research Symposium  \n10-11 June 2024, London  \nThis work is licensed under CC BY-ND 4.0 and CC BY 4.0. To view a copy of the licenses, visit  \n[http://creativecommons.org/licenses/by-nd/4.0/](http://creativecommons.org/licenses/by-nd/4.0/ and)[ and](http://creativecommons.org/licenses/by-nd/4.0/ and) [http://creativecommons.org/licenses/by/4.0/](http://creativecommons.org/licenses/by/4.0/)[ ](http://creativecommons.org/licenses/by/4.0/)Published 2024  \nEdited by Riikka Kyrö and Tuuli Jylhä  \nLayout and cover design by Danica Antonia Widarta  \nDOI: 10. 5281/zenodo.11658176  \nISBN: 9789083447506  \nPublished by:  \nEuroFM  \nP. O. Box 85612 The Hague, 2508 CH  \nNetherlands  \n[www.eurofm.org](www.eurofm.org)  \nTable of Contents  \nPreface | Dr. Riikka Kyrö and Dr. TuuliJylhä 4  \nScientific Committee 5  \nBest Paper Committee 6  \nExploring Digitalization in Facility Management: Towards a Research 7  \nAgenda | Olli Vigren, Chiara Tagliaro, Toomaj Ghalandar, and Tin Phan  \nAligning Academic Curriculum with the Needs of Facility Management 14  \nIndustry-An Analysis | Nadine Wills and Niels Bartels  \nIn Machine Learning Techniques for Building Predictive Maintenance: A 28  \nReview | Aravinda Adhikari, Tharindu Karunaratne, and Nipuni Sumanarathna  \nTools and Guidelines for More Digital and Sustainable Facility 40  \nManagement: Operational Plans and Budgets | Per Anker Jensen, Susanne Balslev Nielsen, and Helle Lohmann Rasmussen  \nTime-Benefit Analysis of Semiautomatic 3D Laser Scanning for BIM-based 53  \nFacility Management | Tim Barthel, Paul Becker, and Nadine Wills  \nBig Data Analytics in Facilities Management Higher Education: a Way 66  \nForward | Nipuni Sumanarathna, Kalani C. Dahanayake, andAravinda Adhikari  \nHow Do Customers Respond to a Digital Human at the Facility 77  \nManagement Service Desk? | Karlijn Sissingh  \nThe Role of Digital Twins to Optimise Hospital Resilience Strategies to 90  \nHeatwaves: a Review | Douglas Bawuah, Federica Pascale, and NebilArchour  \nRehabilitation of an Existing Building: Structural Information 102  \nRequirements | John Scott and Nipuni Sumanarathna  \nShow me the Backlog! Opportunities to Improve UK Public Sector 112  \nMaintenance Investment Planning | Ronan O'Hara, Wanigarathna Nadeeshani, and Keith Jones  \nResilience of Existing Buildings to Norwegian Climate Stressors | Ådne Lund 131  \nØvstebø, Alenka Temeljotov Salaj, Anders-Johan Almås, and Svein Bjørberg  \nExploring Circular Facilities Management: A Case of Portfolio, Building 144  \nand Workplace Transformation | Per Anker Jensen and Henrik Juul Nielsen  \nEnabling Circular Futures of Workspaces through Facilities Management: 157  \nA Backcasting Approach | Rebecka Lundgren, Riikka Kyrö, Saija Toivonen, and Lassi Tähtinen  \nThe Smart Buildings Paradox! How to Combine Smart Building and Novel 169  \nIT-Technologies? | Rachel Kuijlenburg, Houtveen Sjors, and Frans Joossten  \nScenario-Driven Approach for Enabling Sector-Coupled Energy Systems 177  \nby Adapting Site Operations | Markus Krämer and Richa Srivastava  \nExploring the Home Office with Participatory Photography | Ronald Beckers 190  \nDeveloping a Community-Supporting Office Layout for Academics: a Case 202  \nStudy | Susanne Colenberg and Mathilda du Preez  \nThe Role of Facility Management in University Startup Ecosystems: A 209  \nStartups’ Perspective | Chuyao Wang, Riikka Jääskeläinen, Vera Luostarinen, Satu Kankaala and Tuuli Jylhä  \nCampus Transformations and Student Preferences | Jenni Poutanen 215  \nWhat is the FM Value Guide – and How to Make a Value Guideline? | Per 228  \nAnker Jensen, Susanne Balslev Nielsen and Helle Lohmann Rasmussen  \nTransformation of Outsourcing and In-Housing Practices in Corporate 240  \nReal Estate Management | Ida Ekman, Niko Penttinen, and TuuliJylhä  \nCarbon Benchmarks for Non-Medical Services in H","cbCairn7JPgLg19w","https://ap.wps.com/l/cbCairn7JPgLg19w","pdf",12459346,1,275,"English","en",105,"# Preface\n## Scientific Committee\n## Best Paper Committee\n# Agenda and Research Papers\n## Exploring Digitalization in Facility Management: Towards a Research Agenda\n## Aligning Academic Curriculum with the Needs of Facility Management\n## In Machine Learning Techniques for Building Predictive Maintenance: A Review\n## Big Data Analytics in Facilities Management Higher Education: a Way Forward\n## The Role of Digital Twins to Optimise Hospital Resilience Strategies to Heatwaves: a Review\n## Exploring Circular Facilities Management: A Case of Portfolio, Building and Workplace Transformation","[{\"question\":\"What is the scope of the symposium proceedings in this volume?\",\"answer\":\"The proceedings compile 23 peer-reviewed papers focused on facility management transformation themes, including digital, green, spatial, and service transformations.\"},{\"question\":\"How many papers are included and what review process was used?\",\"answer\":\"The volume comprises 23 papers, each assessed through a double-blind review process with at least two reviewers per paper.\"},{\"question\":\"Which facility-management topics appear in the table of contents?\",\"answer\":\"Topics include machine learning for predictive maintenance, digitalization in facility management, digital twins and resilience, circular facilities management, smart buildings and IT technologies, and scenario-driven energy systems.\"}]","Proceedings of the 23rd EuroFM Research Symposium - 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