Transformation from IT-based knowledge management into BIM-supported knowledge management: A literature review

Wang, Hao; Meng, Xin

doi:10.1016/j.eswa.2018.12.017

Cited by 51 publications

(18 citation statements)

References 166 publications

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“…The review papers were summarized according to the phases of building projects. For example, several review papers generally analyzed the value of BIM in building projects across various aspects (Volk et al 2014, Zou et al 2017, and others reviewed BIM applications in different phases of building projects including building design (Wong and Fan 2013, Soust-Verdaguer et al 2017, Chang and Hsieh 2020, construction (Oraee et al 2017, Santos et al 2019, Wang and Meng 2019, and operation phases (Soust-Verdaguer et al 2017, Dixit et al 2019. Table 2 shows an overview of the summarized review papers with different foci.…”

Section: Level 1: Applications Of Bim Techniquesmentioning

confidence: 99%

From BIM to digital twins: a systematic review of the evolution of intelligent building representations in the AEC-FM industry

Deng¹,

Menassa²,

Kamat³

2021

ITcon

186

100

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The widespread adoption of Building Information Modeling (BIM) and the recent emergence of Internet of Things (IoT) applications offer several new insights and decision-making capabilities throughout the life cycle of the built environment. In recent years, the ability of real-time connectivity to online sensors deployed in an environment has led to the emergence of the concept of the Digital Twin of the built environment. Digital Twins aim to achieve synchronization of the real world with a virtual platform for seamless management and control of the construction process, facility management, environment monitoring, and other life cycle processes in the built environment. However, research in Digital Twins for the built environment is still in its nascent stages and there is a need to understand the advances in the underlying enabling technologies and establish a convergent context for ongoing and future research. This paper conducted a systematic review to identify the development of the emerging technologies facilitating the evolution of BIM to Digital Twins in built environment applications. A total of 100 related papers including 23 review papers were selected and reviewed. In order to systematically classify the reviewed studies, the authors developed a five-level ladder categorization system based on the building life cycle to reflect the current state-of-the-art in Digital Twin applications. In each level of this taxonomy, applications were further categorized based on their research domains (e.g., construction process, building energy performance, indoor environment monitoring). In addition, the current state-of-art in technologies enabling Digital Twins was also summarized from the reviewed literature. It was found that most of the prior studies conducted thus far have not fully exploited or realized the envisioned concept of the Digital Twin, and thus classify under the earlier ladder categories. Based on the analysis of the reviewed work and the trends in ongoing research, the authors propose a concept of an advanced Digital Twin for building management as a baseline for further studies.

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Section: Level 1: Applications Of Bim Techniquesmentioning

confidence: 99%

From BIM to digital twins: a systematic review of the evolution of intelligent building representations in the AEC-FM industry

Deng¹,

Menassa²,

Kamat³

2021

ITcon

186

100

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“…These data resources provide an opportunity to increase or improve performance of FM activities [24]. However, data (raw numbers and symbols), which need to be converted into knowledge to take action in the building environment, cannot be used in FM because of some hindrance factors [40]. For example, Srivastava et al [25] stated that the managers, who are responsible for energy management, have a lack of energy background.…”

Section: Business Intelligence and Analytics In Facility Managementmentioning

confidence: 99%

Determination of Business Intelligence and Analytics-Based Healthcare Facility Management Key Performance Indicators

2022

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The use of digital technologies such as Internet of Things (IoT) and smart meters induces a huge data stack in facility management (FM). However, the use of data analysis techniques has remained limited to converting available data into information within activities performed in FM. In this context, business intelligence and analytics (BI&A) techniques can provide a promising opportunity to elaborate facility performance and discover measurable new FM key performance indicators (KPIs) since existing KPIs are too crude to discover actual performance of facilities. Beside this, there is no comprehensive study that covers BI&A activities and their importance level for healthcare FM. Therefore, this study aims to identify healthcare FM KPIs and their importance levels for the Turkish healthcare FM industry with the use of the AHP integrated PROMETHEE method. As a result of the study, ninety-eight healthcare FM KPIs, which are categorized under six categories, were found. The comparison of the findings with the literature review showed that there are some similarities and differences between countries’ FM healthcare ranks. Within this context, differences between countries can be related to the consideration of limited FM KPIs in the existing studies. Therefore, the proposed FM KPIs under this study are very comprehensive and detailed to measure and discover healthcare FM performance. This study can help professionals perform more detailed building performance analyses in FM. Additionally, findings from this study will pave the way for new developments in FM software and effective use of available data to enable lean FM processes in healthcare facilities.

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“…Thus, IT integrated KM elements into the information infrastructure of companies, supporting all business processes and changing the organization of work in the company as a whole (Paschek et al, 2019). An example is the use of Building Information Modeling (BIM) technologies that provide parametric modeling, virtual visualization and a centralized platform (Wang & Meng, 2019). IT has also improved KM methodologies and tools.…”

Section: Literature Reviewmentioning

confidence: 99%

Information technologies for developing a company’s knowledge management system

Polyakov

Khanin

Bilozubenko

et al. 2020

Knowledge and Performance Management

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Escalating competition, technological changes and the struggle for innovation present companies with a knowledge management (KM) challenge. To implement it at the modern level, it is necessary to develop a knowledge management system (KMS). Significant opportunities for this are created by information technologies (IT), qualitatively changing approaches to knowledge management. Therefore, the study aims to clarify the theoretical foundations of shaping the company’s KMS and conceptualize information tools for its formation. Within the theoretical foundations of KM, its essence (as a systematic management activity and a set of measures to ensure the business processes of obtaining, storing, disseminating and using knowledge in the company), the subject (the aforementioned processes and various types of knowledge), and links with other types of management (innovation, information, personnel management, etc.) are specified. Given the main goals, principles and tasks of KM, its main approaches, key processes and control elements are summarized. The conceptual foundations of KMS development are formulated and its subsystems (methodological, planning, information, and functional subsystems for ensuring business processes for obtaining, distributing and using knowledge) are highlighted. Given the importance of IT, the following concepts have been formulated: a portal for R&amp;D management, innovation management platforms, and a tool for formalizing knowledge and corporate knowledge base. Their purpose, functionality, and the role of ensuring work with knowledge and KM implementation are described. The problem of their implementation, operation and improvement is emphasized. The research results allow creating a new technological basis for the introduction of knowledge management.

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Transformation from IT-based knowledge management into BIM-supported knowledge management: A literature review

Cited by 51 publications

References 166 publications

From BIM to digital twins: a systematic review of the evolution of intelligent building representations in the AEC-FM industry

From BIM to digital twins: a systematic review of the evolution of intelligent building representations in the AEC-FM industry

Determination of Business Intelligence and Analytics-Based Healthcare Facility Management Key Performance Indicators

Information technologies for developing a company’s knowledge management system

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