• Title/Summary/Keyword: Construction Site management

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Real-time automated detection of construction noise sources based on convolutional neural networks

  • Jung, Seunghoon;Kang, Hyuna;Hong, Juwon;Hong, Taehoon;Lee, Minhyun;Kim, Jimin
    • International conference on construction engineering and project management
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    • 2020.12a
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    • pp.455-462
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    • 2020
  • Noise which is unwanted sound is a serious pollutant that can affect human health, as well as the working and living environment if exposed to humans. However, current noise management on the construction project is generally conducted after the noise exceeds the regulation standard, which increases the conflicts with inhabitants near the construction site and threats to the safety and productivity of construction workers. To overcome the limitations of the current noise management methods, the activities of construction equipment which is the main source of construction noise need to be managed throughout the construction period in real-time. Therefore, this paper proposed a framework for automatically detecting noise sources in construction sites in real-time based on convolutional neural networks (CNNs) according to the following four steps: (i) Step 1: Definition of the noise sources; (ii) Step 2: Data preparation; (iii) Step 3: Noise source classification using the audio CNN; and (iv) Step 4: Noise source detection using the visual CNN. The short-time Fourier transform (STFT) and temporal image processing are used to contain temporal features of the audio and visual data. In addition, the AlexNet and You Only Look Once v3 (YOLOv3) algorithms have been adopted to classify and detect the noise sources in real-time. As a result, the proposed framework is expected to immediately find construction activities as current noise sources on the video of the construction site. The proposed framework could be helpful for environmental construction managers to efficiently identify and control the noise by automatically detecting the noise sources among many activities carried out by various types of construction equipment. Thereby, not only conflicts between inhabitants and construction companies caused by construction noise can be prevented, but also the noise-related health risks and productivity degradation for construction workers and inhabitants near the construction site can be minimized.

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Construction Information Process Using Digital Pen -Focused on Defect management System- (디지털 펜 입력 시스템을 활용한 건설 정보 처리에 관한 연구 -하자관리 시스템을 중심으로-)

  • Park, Gyu-Tae;Jung, Young-Chul;Nam, Hyun-Jung;Son, Bong-Ki;Kim, Tae-Hui;Kim, Gwang-Hee
    • Proceedings of the Korean Institute of Building Construction Conference
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    • 2010.05a
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    • pp.135-138
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    • 2010
  • In the construction industry, construction management system using information technology has been applied diversely to increase productivity. Although IT device such as PDA, RFID, Barcode, wireless network and web camera has been introduced in construction site, the usage of these device is restricted, because these cause engineer to do additional work. The suggested process using Digital Pen in this study, which can lessen engineer's additional work, get defect data promptly. Also accumulated data is utilized effectively for analyzing construction site. The purpose of this study is to introduce Digital Pen System as a means of construction data acquisition for improving productivity.

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A Basic Study for Web Site's Stimulation of Domestic Construction Companies (국내 건설업체의 웹사이트 활성화를 위한 기초적 연구)

  • Park Shin;Ahn Yong-Sun
    • Proceedings of the Korean Institute Of Construction Engineering and Management
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    • autumn
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    • pp.175-183
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    • 2001
  • Nowadays, most domestic construction companies are concentrating their interests on IT areas, so a variety advanced techniques such as CRM, SCM, ERP have been adopted by them. this is one of the ways to survive in the domestic market. It is the current tendency in the construction business. But, Home Pages of domestic construction companies are composed of simple structures which are limited to simple advertisements of each company or simple system application. It has been reported that customers are still maintaining low participation in this situation. This study first will analyze implementation situations in other business area's and survey people's opinions in construction-related areas. Then we will provide basic data for web-site's stimulation of construction companies.

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Development of a Project Schedule Simulation System by a Synchronization Methodology of Active nD Object and Real Image of Construction Site

  • Kim, Hyeon Seung;Shin, Jong Myeong;Park, Sang Mi;Kang, Leen Seok
    • International conference on construction engineering and project management
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    • 2015.10a
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    • pp.344-348
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    • 2015
  • The image data of the web camera is used to identify the construction status of the site in a remote office and it can be used for safety management. This study develops a construction schedule simulation system based on the active nD object linked with real image data of web camera from the construction site. The progress control method by 4D object uses a method that the progress of each activity is represented with different colors by progress status. Since this method is still based on a virtual reality object, it is less realistic description for practical engineers. Therefore, in order to take advantage of BIM more realistic, the real image of actual construction status and 4D object of planned schedule in a data date should be compared in a screen simultaneously. Those methodologies and developed system are verified in a case project where a web camera is installed for the verification of the system.

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A COMPARISON OF OLD AND NEW OSHA REGULATIONS ON CRANES AND DERRICKS USING COMPREHENSIVE GAP ANALYSIS

  • Chung-Suk Cho;Francis Boafo
    • International conference on construction engineering and project management
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    • 2013.01a
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    • pp.74-79
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    • 2013
  • Aiming at reducing deaths and injuries involving construction crane operations, OSHA has recently updated its 40-year-old crane safety standards with new rules addressing the use of cranes and derricks in construction. The goal of this change in rule is to deal with the leading causes of fatalities related to crane and derrick operations. Employers in the construction industry are mandated to ensure that employees in the work zone are trained to recognize hazards associated with the use of the equipment and any related duties that they are assigned to perform. However, those responsible at construction sites for the supervision and management of safe crane operations often lack the integrated knowledge of the standards, regulations and best practices for conducting or supervising daily, monthly, or quarterly inspection of cranes. As such, proper planning, management and implementation of crane operations, including inspections are just as paramount to reducing accidents on the construction site. It is important that engineers responsible for the management and planning of crane operations understand the latest OSHA crane and hoisting standards to ensure a safer work environment is maintained. Many on site engineers overseeing crane operations do not have adequate training, experience, and knowledge of the inspection requirements to assess safe crane operation and too often rely on the crane operator's judgement. This paper highlights recent research effort in defining significant changes in new crane and hoisting standards and provides basis for safety construction operations.

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Derivation and Implications of Digitalizing Key Construction Supervision Work: Focusing on the Construction Supervision Work of the Domestic Construction Sites

  • Chan Hyuk Park;Seong Mi Kang
    • Architectural research
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    • v.25 no.1
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    • pp.11-17
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    • 2023
  • This study aims to derive key construction supervision work that can be digitalized among construction supervision work. The scope of the study includes domestic construction sites to which the Building Act of South Korea is applied. First, the construction supervision process was identified through extensive consultation of construction expert witnesses. Afterwards, the key construction supervision works for digitization were derived through survey results construction expert witnesses. Among the 24 supervision works throughout the pre-construction, construction, and post-construction stages, the proportion of supervision work manpower or cost, the type of data generated by supervision work and the urgency of introducing digital technology, and the impact on productivity and safety of supervision work were evaluated on a 5-point scale from "very low" to "very high" was investigated. The survey was conducted by t-test analysis, and as a result, it was possible to derive that the level of digitization was higher than average in "quality management," "safety management," and "collection and cooperation of maintenance instructions." It can be interpreted that digitization has been introduced on a pilot testing basis or has already been completed according to the needs of the site. On the other hand, it can be interpreted that the work that are obtained below the average score are considered to be realistically constrained at the construction site and that it is inevitable for the supervisor to proceed manually. Future studies include analyzing the quantitative impact of the key construction supervision work once digitalization is fully applied.

Weighting Factor of Consciousness between Main and Sub Contractor for Establishing an Effective Risk Management in Construction Industry (건설현장 공사주체간 위험성관리의식의 중요도 설정에 관한 연구)

  • Son, Ki-Sang;Eun, Nam-Kwon
    • Journal of the Korean Society of Safety
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    • v.28 no.4
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    • pp.72-80
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    • 2013
  • Accident prevention plan it a construction site should be analyzed and made with risk evaluation and management, from recent year, in Korea. Accidents occurred in construction site are related to all parties such as owner, main and subcontractor, labour. But analyzing some relationship between main and subcontractor is very important to estimate what risk between then are existed in a site. There are some different aspects concerning with risk management between them. Everywork has its own risk in there, This is the reason why everywork which are made by subcontractor himself should be evaluated for risk level. And main contractor should provide for subcontractor to prevent each risk at the work, all the time.

Development of Non-Contact Construction Management Supporting System For Cost Reduction and Duration Reduction By Real-Time Data Sharing (건설공사에서 실시간 현장 정보 공유에 의한 원가절감, 공기단축을 위한 비대면 건설사업관리 솔루션 개발)

  • Kang, Sang-Chan;Kim, Min-Jin;Jang, Myunghoun
    • Proceedings of the Korean Institute of Building Construction Conference
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    • 2021.05a
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    • pp.323-324
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    • 2021
  • This study is to develop a non-contact construction project management solution that can reduce cost and construction period through on-site information sharing, minimizing contact with others by COVID19, and improving the productivity of the construction industry. Decisions, checklists, and execution rates of construction costs can be checked with smart devices through sharing on-site photos and videos, exchanging opinions. Details and checklist data stored on cloud servers of sites that apply non-face-to-face construction project management solutions will be used as data for analyzing amounts and construction periods depending on the size of the construction. Real-time field information sharing will reduce expected problems and waste factors, expand communication channels with users to prevent or minimize construction disputes and claims, and contribute to the expansion and growth of new research industry markets in construction technology.

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A Study on the Construction Field-Based Safety Management Technique (건설현장위주 안전관리 기법적용에 관한 연구)

  • 갈원모;손기상;채준석
    • Proceedings of the Safety Management and Science Conference
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    • 2000.05a
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    • pp.325-337
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    • 2000
  • We have been suffered from a large-scaled accidents in construction fields so far, despite a fact that more effort has been made for accident decrease. But the most important factor not to prevent those from the site is that past management technique has not been based on its related site, up to now. Three projects have been selected for comparing the previous condition with the one which this proposed technique has been applicated for. Also, individual interview with 113 workers has been done simultaneously.

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A Study on Problems and Improvement of Disaster Prevention Technology Guidance(Focused on construction disaster) (재해예방 기술지도의 문제점과 개선방안에 관한 연구 (건설 재해를 중심으로))

  • Roh, Tae-Woo;Kang, Kyung-Sik
    • Journal of the Korea Safety Management & Science
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    • v.18 no.4
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    • pp.47-55
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    • 2016
  • Recently, industrial accidents rate has been gradually decreasing due to the development of safety management methods, but until now, the accident rate in the construction sector is higher than other industries. Large-scale construction sites are operating systematic safety systems to reduce industrial accidents. However, small and medium sized construction sites do not have systematic safety system and lack safety management ability, so that disaster is not reduced compared with large scale construction site. As a result, disaster prevention technology instruction system has been implemented to reduce the disasters of small and medium scale construction sites. However, in the case of a small construction site less than 2 billion won, there is little decrease in the accident rate, and in some cases, the accident rate increases. After the technical guidance system has been implemented, it is necessary to identify the performance and problems of implementation and to improve its effectiveness. In this study, we suggest the improvement plan to improve the efficiency of the technical guidance system by analyzing the problems and actual conditions of technical guidance operation in small and medium sized construction work sites.