{"id":17,"date":"2023-11-28T00:52:01","date_gmt":"2023-11-28T00:52:01","guid":{"rendered":"https:\/\/www.staff.ncl.ac.uk\/xiangxie\/?page_id=17"},"modified":"2024-01-16T17:08:11","modified_gmt":"2024-01-16T17:08:11","slug":"publications","status":"publish","type":"page","link":"https:\/\/www.staff.ncl.ac.uk\/xiangxie\/publications\/","title":{"rendered":"Publications"},"content":{"rendered":"\n<p style=\"font-size:18px\"><strong><em>For latest publications<\/em><\/strong>:<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link\" href=\"https:\/\/scholar.google.co.uk\/citations?user=iNZVP_sAAAAJ&amp;hl=en\" target=\"_blank\" rel=\"noreferrer noopener\">Google Scholar<\/a><\/div>\n\n\n\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link\" href=\"https:\/\/www.researchgate.net\/profile\/Xiang-Xie\" target=\"_blank\" rel=\"noreferrer noopener\">ResearchGate<\/a><\/div>\n<\/div>\n\n\n\n<p style=\"font-size:18px\"><strong><em>Editor of Digital Twin (Buildings &amp; Cities) <\/em><\/strong><em><strong>Monograph<\/strong><\/em><\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Qiuchen Lu, <strong>Xiang Xie<\/strong>, Ajith Kumar Parlikad, Jennifer Schooling, Michael Pitt. (2021). <a rel=\"noreferrer noopener\" href=\"https:\/\/www.icevirtuallibrary.com\/doi\/book\/10.1680\/dtbe.65802\" target=\"_blank\">Digital Twins in the Built Environment: Fundamentals, principles and applications.<\/a> London: ICE Publishing.<\/li><\/ul>\n\n\n\n<p style=\"font-size:18px\"><strong><em>Digital twin for the built environment<\/em><\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Jorge Merino, <strong>Xiang Xie<\/strong>, Nicola Moretti, Janet Yoon Chang, Ajith Parlikad. (2023). Data integration for digital twins in the built environment based on federated data models. <em>Proceedings of the Institution of Civil Engineers-Smart Infrastructure and Construction<\/em>, Ahead of Print.<\/li><li><strong>Xiang Xie*<\/strong>, Jorge Merino, Nicola Moretti, Pieter Pauwels, Janet Chang, Ajith Parlikad. (2023). Digital twin enabled fault detection and diagnosis process for building HVAC systems. <em>Automation in Construction<\/em>, 146, p.104695.<\/li><li>Nicola Moretti, <strong>Xiang Xie<\/strong>, Jorge Merino, Janet Chang, Ajith Parlikad. (2023). Federated Data Modeling for Built Environment Digital Twins. <em>Journal of Computing in Civil Engineering<\/em>, 37(4), p.04023013.<\/li><li><strong>Xiang Xie*<\/strong>, Qiuchen Lu, Manuel Herrera, Qiaojun Yu, Ajith Kumar Parlikad, Jennifer Schooling. (2021). Does historical data still count? Exploring the applicability of smart building applications in the post-pandemic period. <em>Sustainable Cities and Society<\/em>, 69, 102804.<\/li><li>Long Chen, <strong>Xiang Xie<\/strong>, Qiuchen Lu, Ajith Kumar Parlikad, Michael Pitt and Jian Yang, 2021. Gemini Principles-Based Digital Twin Maturity Model for Asset Management. <em>Sustainability<\/em>, 13(15), p.8224.<\/li><li>Nicola Moretti*, <strong>Xiang Xie*<\/strong>, Jorge Merino, Justas Brazauskas, Ajith Kumar Parlikad. (2020). An openBIM Approach to IoT Integration with Incomplete As-Built Data. <em>Applied Science<\/em>, 10: 8287.<\/li><li>Qiuchen Lu, <strong>Xiang Xie*<\/strong>, Ajith Kumar Parlikad, Jennifer Mary Schooling. (2020). Digital Twin-Enabled Anomaly Detection for Built Asset Monitoring in Operation and Maintenance. <em>Automation in Construction<\/em>, 118: 103277.<\/li><li><strong>Xiang Xie<\/strong>, Qiuchen Lu, David Rodenas-herraiz, Ajith Kumar Parlikad, Jennifer Mary Schooling. (2020). Visualised Inspection System Development for Monitoring Environmental Anomalies in Daily O&amp;M Management. <em>Engineering, Construction and Architectural Management<\/em>, 27(8): 1835-1852.<\/li><li>Qiuchen Lu, <strong>Xiang Xie*<\/strong>, Ajith Kumar Parlikad, Jennifer Mary Schooling, Eirini Konstantinou. (2020). Moving from Building Information Models to Digital Twins for Operation and Maintenance. <em>Proceedings of the Institution of Civil Engineers-Smart Infrastructure and Construction<\/em>, 1-9.<\/li><li>Qiuchen Lu, Ajith Kumar Parlikad, Philip Woodall, Gishan Don Ranasinghe, <strong>Xiang Xie<\/strong>, Zhenglin Liang, Eirini Konstantinou, James Heaton, Jennifer Mary Schooling. (2020). Developing a Digital Twin at Building and City Levels: Case Study of West Cambridge Campus. <em>Journal of Management in Engineering<\/em>, 36(3): 05020004.<\/li><\/ul>\n\n\n\n<ul class=\"wp-block-list\"><li><strong>Xiang Xie<\/strong>*, Janet Chang, Mohamad Kassem, Ajith Parlikad (2023) Resolving inconsistency in building information using uncertain knowledge graphs: a case of building space management. <em>2023 European Conference on Computing in Construction (EC3)<\/em>.<\/li><li><strong>Xiang Xie<\/strong>*, Manuel Herrera, Tejal Shah, Mohamad Kassem, Philip James (2023) Learning partial correlation graph for multivariate sensor data and detecting sensor communities in smart buildings. <em>11th Linked Data in Architecture and Construction Workshop<\/em>.<\/li><li><strong>Xiang Xie*<\/strong>, Nicola Moretti, Jorge Merino, Janet Chang, Pieter Pauwels, Ajith Parlikad. (2022). Digital twin framework supporting fault detection and diagnosis process for building HVAC systems. <em>World Building Congress (WBC 2022)<\/em>.<\/li><li>Nicola Moretti, <strong>Xiang Xie<\/strong>, Jorge Merino, Janet Chang, Ajith Parlikad. (2022). Digital Twin based built environment asset management services development. <em>World Building Congress (WBC 2022)<\/em>.<\/li><li>Jorge Merino, <strong>Xiang Xie<\/strong>, Nicola Moretti, Janet Chang, Ajith Parlikad. (2022). Data Integration for Digital Twins in the Built Environment. <em>2022 European Conference on Computing in Construction (EC3)<\/em>.<\/li><li>Nicola Moretti, <strong>Xiang Xie<\/strong>, Jorge Merino, Janet Chang, Ajith Parlikad. (2022). Built environment data modelling: a review of current approaches and standards supporting Asset Management. <em>5th IFAC Workshop on Advanced Maintenance Engineering, Services and Technology (AMEST 2022)<\/em>.<\/li><li>Janet Chang, Jorge Merino, <strong>Xiang Xie<\/strong>, Nicola Moretti, Ajith Parlikad. (2022). Information Quality for Effective Asset Management: A Literature Review. <em>5th IFAC Workshop on Advanced Maintenance Engineering, Services and Technology (AMEST 2022)<\/em>.<\/li><li><strong>Xiang Xie*<\/strong>, Nicola Moretti, Jorge Merino, Janet Yoon Chang, Ajith Kumar Parlikad. (2021). Ontology-Based Spatial and System Hierarchies Federation for Fine-Grained Building Energy Analysis. <em>Proceedings of the 38th International Conference of CIB W78<\/em>.<\/li><li>Nicola Moretti, <strong>Xiang Xie<\/strong>, Jorge Merino, Janet Yoon Chang, Ajith Kumar Parlikad. (2021). Built environment digital twin integrated data model development. <em>2021 ASCE International Conference on Computing in Civil Engineering (i3CE2021)<\/em>.<\/li><li><strong>Xiang Xie*<\/strong>, Qiuchen Lu, Ajith Kumar Parlikad, Jennifer Schooling. (2020). Digital Twin Enabled Asset Anomaly Detection for Building Facility Management. <em>4th IFAC Workshop on Advanced Maintenance Engineering, Services and Technologies<\/em>.<\/li><li><strong>Xiang Xie*<\/strong>, Qiuchen Lu, Ajith Kumar Parlikad, Ramprakash Srinivasan Puri. (2019). Reinforcement Learning Based Monitoring and Control of Indoor Carbon Dioxide Concentration Considering Occupation. <em>Construction Research Congress 2020: Computer Applications<\/em>.<\/li><li>Qiuchen Lu, <strong>Xiang Xie<\/strong>, James Heaton, Ajith Kumar Parlikad, Jennifer Schooling. (2019). From BIM towards Digital Twin: Strategy and Future Development for Smart Asset Management. <em>9th Workshop on Service Oriented, Holonic and Multi-agent Manufacturing Systems for Industry of the Future<\/em>.<\/li><\/ul>\n\n\n\n<p style=\"font-size:18px\"><strong><em>Smart infrastructure based on data-informed decision-making<\/em><\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Enhua Cao, Tengfei Bao, Hui Li, <strong>Xiang Xie<\/strong>, Rongyao Yuan, Shaopei Hu, Wenjun Wang. (2022). A hybrid feature selection-multidimensional LSTM framework for deformation prediction of super high arch dams. <em>KSCE Journal of Civil Engineering<\/em>, 26(11), pp.4603-4616.<\/li><li>Georgios Hadjidemetriou, <strong>Xiang Xie<\/strong>, Ajith Kumar Parlikad. (2020). Predictive Group Maintenance Model for Networks of Bridges. <em>Transportation Research Record<\/em>, 2674(4): 373-383.<\/li><li><strong>Xiang Xie<\/strong>, Dibo Hou, Xiaoyu Tang, Hongjian Zhang. (2019). Leakage Identification in Water Distribution Networks with Error Tolerance Capability. <em>Water Resources Management<\/em>, 33(3): 1233-1247.<\/li><li><strong>Xiang Xie<\/strong>, Hongjian Zhang, Dibo Hou. (2017). Bayesian Approach for Joint Estimation of Demand and Roughness in Water Distribution Systems.<em> Journal of Water Resources Planning and Management<\/em>, 143(8): 04017034.<\/li><li><strong>Xiang Xie<\/strong>, Quan Zhou, Dibo Hou, Hongjian Zhang. (2017). Compressed sensing based optimal sensor placement for leak localization in water distribution networks.<em> Journal of Hydroinformatics<\/em>, 20(6): 1286-1295.<\/li><li>Jie Yu, Le Xu, <strong>Xiang Xie<\/strong>, Dibo Hou, Pingjie Huang, Guangxin Zhang, Hongjian Zhang. (2017). Contamination Event Detection Method Using Multi-Stations Temporal-Spatial Information Based on Bayesian Network in Water Distribution Systems. <em>Water<\/em>, 9(11):894.<\/li><li><strong>Xiang Xie*<\/strong>, Ajith Kumar Parlikad, Ramprakash Srinivasan Puri. A Neural Ordinary Differential Equations Based Approach for Demand Forecasting within Power Grid Digital Twins. <em>2019 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids<\/em>.<\/li><\/ul>\n\n\n\n<p style=\"font-size:18px\"><strong><em>Sensing\/Data-centric engineering<\/em><\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Ke Wang, Zanting Ye, <strong>Xiang Xie<\/strong>, Haidong Cui, Tao Chen, Banteng Liu. (2024). MLN-net: A multi-source medical image segmentation method for clustered microcalcifications using multiple layer normalization. <em>Knowledge-Based Systems<\/em>, 283: 111127.<\/li><li>Xiaoyu Tang#, <strong>Xiang Xie# (Equal contribution)<\/strong>, Bo Fan, Youxian Sun. (2018). A Fault-Tolerant Flow Measuring Method based on PSO-SVM with Transit-Time Multi-Path Ultrasonic Gas Flowmeters. <em>IEEE Transactions on Instrumentation and Measurement<\/em>, 67(5): 992-1005.<\/li><li>Xiaoyu Tang, <strong>Xiang Xie<\/strong>, Hongjian Zhang, Hongliang Zhou. (2015). Data integration for multi-path ultrasonic flowmeter based on Levenberg\u2013Marquardt algorithm. <em>IET Science, Measurement &amp; Technology<\/em>, 9(8): 909-920.<\/li><\/ul>\n\n\n\n<p style=\"font-size:18px\"><strong><em>Data quality<\/em><\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Jorge Merino, <strong>Xiang Xie<\/strong>, Ajith Kumar Parlikad, Ian Lewis, Duncan McFarlane. (2020). Impact of Data Quality in Real-Time Big Data Systems. <em>39th International Conference on Conceptual Modeling (ER)<\/em>.<\/li><\/ul>\n\n\n\n<p style=\"font-size:18px\"><strong><em>Healthcare facility management<\/em><\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Qiuchen Lu, Long Chen, <strong>Xiang Xie<\/strong>, Zigeng Fang, Zhen Ye, Michael Pitt (2023) Framing blockchain-integrated digital twins for emergent healthcare management at local and city levels: a proof of concept. <em>Proceedings of the Institution of Civil Engineers-Engineering Sustainability<\/em>, Ahead of Print.<\/li><li><strong>Xiang Xie<\/strong>, Zigeng Fang, Long Chen, Qiuchen Lu, Tan Tan, Zhen Ye, Michael Pitt (2022). Facilitating Patient-Centric Thinking in Hospital Facility Management: A Case of Pharmaceutical Inventory. <em>Buildings<\/em>, 12(7), p.888.<\/li><li>Qiuchen Lu, <strong>Xiang Xie<\/strong>, Long Chen, Zhen Ye, Zigeng Fang, Jiayin Meng, Michael Pitt and Jinyi Lin. (2021). Creating an Inter-hospital Resilient Network for Pandemic Response Based on Blockchain and Dynamic Digital Twins. <em>ACM Winter Simulation Conference 2021<\/em>.<\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>For latest publications: Editor of Digital Twin (Buildings &amp; Cities) Monograph Qiuchen Lu, Xiang Xie, Ajith Kumar Parlikad, Jennifer Schooling, Michael Pitt. (2021). Digital Twins in the Built Environment: Fundamentals, principles and applications. London: ICE Publishing. Digital twin for the built environment Jorge Merino, Xiang Xie, Nicola Moretti, Janet Yoon Chang, Ajith Parlikad. (2023). Data [&hellip;]<\/p>\n","protected":false},"author":11184,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-17","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/www.staff.ncl.ac.uk\/xiangxie\/wp-json\/wp\/v2\/pages\/17","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.staff.ncl.ac.uk\/xiangxie\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.staff.ncl.ac.uk\/xiangxie\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.staff.ncl.ac.uk\/xiangxie\/wp-json\/wp\/v2\/users\/11184"}],"replies":[{"embeddable":true,"href":"https:\/\/www.staff.ncl.ac.uk\/xiangxie\/wp-json\/wp\/v2\/comments?post=17"}],"version-history":[{"count":5,"href":"https:\/\/www.staff.ncl.ac.uk\/xiangxie\/wp-json\/wp\/v2\/pages\/17\/revisions"}],"predecessor-version":[{"id":58,"href":"https:\/\/www.staff.ncl.ac.uk\/xiangxie\/wp-json\/wp\/v2\/pages\/17\/revisions\/58"}],"wp:attachment":[{"href":"https:\/\/www.staff.ncl.ac.uk\/xiangxie\/wp-json\/wp\/v2\/media?parent=17"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}