Design and implementation of construction prediction and management platform based on building information modelling and three‐dimensional simulation technology in Industry 4.0

Sun, Hailing; Fan, Miao; Sharma, Ashutosh

doi:10.1049/cim2.12019

Cited by 34 publications

(20 citation statements)

References 42 publications

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“…The rise in structure complexity has increased the construction cost as well as the requirement of safety for these structures during the hazardous conditions like earthquake, wind induction, etc. the protection of such tall building structures as well as the occupants is necessary area of research nowadays [3]. The random occurrence of earthquakes can propagate the ground motion that may arise the seismic waves bringing the vibration mechanism on the earth.…”

Section: Introductionmentioning

confidence: 99%

Research on vibration mechanism and control technology of building structure under earthquake action

Gu¹,

Liu²,

Tong³

et al. 2021

J. vibroeng.

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The large engineering building structures are costly and thus complex to maintain due to their chances of failure under various hazardous conditions. These buildings are needed to be protected against the damage due to the hazards like earthquake, wind, seismic waves, etc. This article focuses on the investigation of vibration mechanism and control strategies for protection of buildings from the hazardous situations. The article presents a robust solution of utilization of magnetorheological dampers for vibration control applications in complex structures. It aims at developing a reliable decentralized model to track and monitor the building structures and control them before the earthquake actions are encountered. This article develops a novel dynamically optimized and decentralized mechanism using the PID controller for the self-regulation of conventional PID controller-based method. The major goal of decentralization is to ensure that each of the subsystem is compatible with one another and can also work independently with a higher efficiency at the time of fault. The combination of decentralization and self-regulation is tested for a tall building structural model with 10 floors. The proposed approach is compared with the conventional PID based mechanism under the faulty condition in order to illustrate its dynamism and usefulness for practical implementation. The proposed simulated model provides 95.54 % earthquake tracking precision and can be used for developing the earthquake protective schemes for the adequate survivability of tall building structures as well as to safeguard the human occupant in it.

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Section: Introductionmentioning

confidence: 99%

Research on vibration mechanism and control technology of building structure under earthquake action

Gu¹,

Liu²,

Tong³

et al. 2021

J. vibroeng.

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show abstract

“…But through the analysis of the characteristics of intrusions, it can be considered that outlier mining technology is more suitable for anomalybased intrusion detection than clustering technology. Because there is a clear difference between normal behavior and abnormal behavior, and in real applications, the number of abnormal behaviors is much lower than the number of normal behaviors [39][40][41][42][43][44]. Compared with the entire network behavior, the intrusion behavior is a small number of abnormal data, which can be treated as an isolated point in the dataset, which can better reflect the nature of the intrusion.…”

Section: Host Intrusion Detectionmentioning

confidence: 99%

An Exhaustive Research on the Application of Intrusion Detection Technology in Computer Network Security in Sensor Networks

Wang

Sharma

et al. 2021

Journal of Sensors

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Intrusion detection is crucial in computer network security issues; therefore, this work is aimed at maximizing network security protection and its improvement by proposing various preventive techniques. Outlier detection and semisupervised clustering algorithms based on shared nearest neighbors are proposed in this work to address intrusion detection by converting it into a problem of mining outliers using the network behavior dataset. The algorithm uses shared nearest neighbors as similarity, judges whether it is an outlier according to the number of nearest neighbors of a data point, and performs semisupervised clustering on the dataset where outliers are deleted. In the process of semisupervised clustering, vast prior knowledge is added, and the dataset is clustered according to the principle of graph segmentation. The novelty of the proposed algorithm lies in outlier detection while effectively avoiding the dependence on parameters, thus eliminating the influence of outliers on clustering. This article uses real datasets: lypmphography and glass for simulation purposes. The simulation results show that the algorithm proposed in this paper can effectively detect outliers and has a good clustering effect. Furthermore, the experimentation reveals that the outlier detection-based SCA-SNN algorithm has the best practical effect on the dataset without outliers, clearly validating the clustering performance of the outlier detection-based SCA-SNN algorithm. Furthermore, compared to the other state-of-the-art anomaly detection method, it was revealed that the anomaly detection technology based on outlier mining does not require a training process. Thus, they overcome the current anomaly detection problems caused due to incomplete normal patterns in training samples.

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“…In architectural design, BIM is a technology that uses three-dimensional models to establish a set of project databases, through the retrieval and application of information, to achieve the SDGs of the entire life cycle of the project [103]. Based on a sustainable and transparent BIM collaborative working environment, it has two benefits: (1) component information can be copied and verified in the environment so that all participants can communicate in time throughout the life cycle of the construction project, and (2) each participant can make scientific analysis through the design information shared by different design professionals to make corresponding decisions and better manage the project [105]. In addition, designers can use BIM for visual design, which can intuitively understand the space of key parts and arrange the corresponding components reasonably, so as to make better use of the limited space and effectively improve the design efficiency and quality [106].…”

Section: Td and Digital Technologymentioning

confidence: 99%

The Relationship between Sustainable Built Environment, Art Therapy and Therapeutic Design in Promoting Health and Well-Being

Liu

Yang

Osmani

2021

IJERPH

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At present, a smart city from the perspective of the United Nations Sustainable Development Goals (SDGs) emphasizes the importance of providing citizens with promising health and well-being. However, with the continuous impact of coronavirus disease 2019 (COVID-19) and the increase of city population, the health of citizens is facing new challenges. Therefore, this paper aims to assess the relationship between building, environment, landscape design, art therapy (AT), and therapeutic design (TD) in promoting health within the context of sustainable development. It also summarizes the existing applied research areas and potential value of TD that informs future research. This paper adopts the macro-quantitative and micro-qualitative research methods of bibliometric analysis. The results show that: the built environment and AT are related to sustainable development, and closely associated with health and well-being; the application of TD in the environment, architecture, space, and landscape fields promotes the realization of SDGs and lays the foundation for integrating digital technologies such as Building Information Modeling (BIM) into the design process to potentially solve the challenges of TD; and the principle of TD can consider design elements and characteristics from based on people’s health needs to better promote human health and well-being.

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Design and implementation of construction prediction and management platform based on building information modelling and three‐dimensional simulation technology in Industry 4.0

Cited by 34 publications

References 42 publications

Research on vibration mechanism and control technology of building structure under earthquake action

Research on vibration mechanism and control technology of building structure under earthquake action

An Exhaustive Research on the Application of Intrusion Detection Technology in Computer Network Security in Sensor Networks

The Relationship between Sustainable Built Environment, Art Therapy and Therapeutic Design in Promoting Health and Well-Being

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