Construction project and processes intelligence across the project lifecycle
Construction project and processes intelligence across the project lifecycle
批准号:
567135-2021
负责人:
NikBakht, Mazdak
金额:
$1.78万
依托单位:
依托单位国家:
加拿大
项目类别:
Alliance Grants
财政年份:
2021
资助国家:
加拿大
项目状态:
已结题
起止时间:
2021-01-01 至 2022-12-31
中文摘要
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英文摘要
Digital transformation of the construction industry is expected to provide solutions to the historical challenges of the industry, including the lack of data accessibility and stagnant productivity. The proposed partnership between Concordia University and Aedo AI company aims to take the existing Aedo's construction project data platform to the next level by incorporating 'intelligence' through a semantic foundation and process mining analytics. The project has three main Research Objectives (RO's), each of which will be achieved through a number of research tasks. (RO1) Top-down Intelligence through project lifecycle ontology - This RO will include (i) a requirements analysis; and (ii) modeling and validation of a cross-faceted ontology for construction projects across their entire lifecycle. (RO2) Process Mining with Aedo - This RO will be achieved by (i) enhancing Aedo data schema to support event-logs; and (ii) developing algorithms for extracting process analytics, i.e., process discovery, compliance checking, bottleneck analysis, project social network analysis, etc. (RO3) Semantic cross-search among projects - Three tasks are defined to achieve this objective. (i) Implementing the ontology and process mining results for a cross-faceted analysis of construction project; (ii) using data mining for understanding influence patterns among construction and other phases of the = lifecycle; and (iii) developing KPIs for evaluation of construction projects based on interactions among various facets, as well as impacts from/on different phases of the lifecycle.This project will recruit five main HQP (three PhD and two MASc) and will train more MEng students, throughout the course of three years. Equity, Diversity, and Inclusion (EDI) is a fundamental attribute of team building, and a central theme of the training plan for this project. Furthermore, the project's outcome, i.e. data-driven analysis of processes' and actors' performance is expected to help break the stereotypical barriers against the presence of underrepresented groups in construction, by removing biases from the traditional performance assessment procedures.
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Construction Workspace Management under Covid-19 and Forthcoming Pandemics
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批准号:553985-2020
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项目类别:Alliance Grants
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资助金额:$3.64万
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财政年份:2020
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负责人:NikBakht, Mazdak
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依托单位:
Cloud-based Decision Support System for Building Lifecycle Decision Making at Early Design Phase
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批准号:543671-2019
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项目类别:Collaborative Research and Development Grants
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资助金额:$1.46万
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财政年份:2019
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负责人:NikBakht, Mazdak
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依托单位:
Automated Identification & Analysis of Design and Construction Processes through BIM (Building Information Modeling)
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批准号:RGPIN-2017-06697
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项目类别:Discovery Grants Program - Individual
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资助金额:$1.6万
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财政年份:2019
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负责人:NikBakht, Mazdak
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依托单位:
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