• Title/Summary/Keyword: Safety evaluation process

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A deep neural network to automatically calculate the safety grade of a deteriorating building

  • Seungho Kim;Jae-Min Lee;Moonyoung Choi;Sangyong Kim
    • Smart Structures and Systems
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    • v.33 no.4
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    • pp.313-323
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    • 2024
  • Deterioration of buildings is one of the biggest problems in modern society, and the importance of a safety diagnosis for old buildings is increasing. Therefore, most countries have legal maintenance and safety diagnosis regulations. However, the reliability of the existing safety diagnostic processes is reduced because they involve subjective judgments in the data collection. In addition, unstructured tasks increase rework rates, which are time-consuming and not cost-effective. Therefore, This paper proposed the method that can calculate the safety grade of deterioration automatically. For this, a DNN structure is generated by using existing precision inspection data and precision safety diagnostic data, and an objective building safety grade is calculated by applying status evaluation data obtained with a UAV, a laser scanner, and reverse engineering 3D models. This automated process is applied to 20 old buildings, taking about 40% less time than needed for a safety diagnosis from the existing manual operation based on the same building area. Subsequently, this study compares the resulting value for the safety grade with the already existing value to verify the accuracy of the grade calculation process, constructing the DNN with high accuracy at about 90%. This is expected to improve the reliability of aging buildings in the future, saving money and time compared to existing technologies, improving economic efficiency.

- A Study on the Priority Evaluation Model to Improve the Reliability & Feasibility of Public Projects - (정책사업 신뢰성과 타당성 향상을 위한 우선순위 의사결정모형)

  • Seo Jang Hoon;Jang Hyeon Soo;Park Myeong Kyu
    • Journal of the Korea Safety Management & Science
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    • v.6 no.4
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    • pp.107-122
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    • 2004
  • This study aims to examine the usefulness on the Evaluation Process for the Feasibility & Priority of A Certain Public Projects. and the Methodology used AHP(Analytic Hierarchy Process) which used pairwise comparisons of the alternatives and criteria for solving discrete alternative multicriteria decision problems. In this paper, we present a similar phenomenon, rank reversal problem, when we apply the AHP to group decision making process. The problem is identified by an example problem in that the previous rank order of Public Projects choices. we also present three different methods to prevent the undesirable characteristic of the original AHP in appling to Decision Making Process.

Case Study : Application of Specific Evaluation Criteria For Safety Circuit Design of EN ISO 13849-1 (사례 연구 : EN ISO 13849-1의 안전회로 설계를 위한 구체적 평가 기준의 적용)

  • Jung, Hwansuk;Lee, Dongju
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.41 no.1
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    • pp.94-101
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    • 2018
  • With the development of industrial technology and science, production and manufacturing facilities have been enhanced and improved, and the importance of the safety of workers has also been regulated and limited by various safety management methods. As a way to secure the safety of the workers from the production facility, the fail-safe and fool-proof methods are now being applied. Any possible insecure behavior and unsafe conditions can be removed by adopting the standards and specifications that are now secure the safety of workers and equipment. This research analyzes EN ISO 13849-1 international and European standards during CE certification. In order to secure acceptable reduced risks, the risk assessment process of ISO 12100 and the processes for reducing its risk are applied. In the current ISO 13849-1 standard, the criteria for the required performance level PLr (Required Performance Level) for the applicable risk and safety functions through the risk assessment are subjective and not subdivided. Therefore, the evaluation criteria are likely to cause judge's judgement error due to qualitative judgement. This research focuses on evaluation and acceptable performance level setting for the safety circuit of the equipment. We propose an objective and specific evaluation criteria to secure safety, and the proposed evaluation criteria are applied to the case study of the safety circuit for the equipment. In order to secure the safety of the entire safety circuit, the improvement of the MTTFd and DC level related to the SRP/CS (Safety-Related Parts of Control Systems)' lifetime is required for the future research.

Consideration for Heat Exchanger Performance Evaluation with reduced spend fuel pool heat due to the long-term over-haul maintenance (장기 예방정비로 인한 사용후연료저장조 열원 감소가 열교환기 성능평가에 미치는 영향 고찰)

  • Park, Chan;Lee, Sung Ho
    • Transactions of the Korean Society of Pressure Vessels and Piping
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    • v.16 no.1
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    • pp.56-64
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    • 2020
  • The safety related heat exchangers have been evaluated for their performance during the operation of the nuclear power plant. The evaluation program for the safety related heat exchanger was developed in 2010 and used by KHNP based on EPRI TR-10739 algorithms. The spend fuel pool heat exchanger is one of the safety related heat exchanger in the nuclear power plant and also evaluated for their performance. Recently the performance evaluation for the spend fuel pool heat exchanger was not available because of the decreased heat in the spend fuel pool due to the long term overhaul. This paper analyzes the main cause of evaluation failure in the evaluation process and suggests the criteria for the heat exchanger performance evaluation during the long term overhaul.

A Study on the Development of ESG Safety Evaluation Index (ESG 안전 평가지표 개발에 관한 연구 )

  • Cheolhee Yoon;Keun-won Lee;Seungho Jung
    • Journal of the Korean Institute of Gas
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    • v.27 no.2
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    • pp.16-24
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    • 2023
  • ESG (environmental, social, governance) management is being introduced with the goal of sustainable development of the company in risk management, which identifies and judgement various risks that may occur in the industry. In the future, ESG evaluation will be used more as a value judgment tools for corporate sustainability. This ESG evaluation was used to manage the company's accident prevention level. Through morphological analysis of the current ESG evaluation system, it was found that the quantitative 'safety evaluation index' available in ESG was insufficient through analysis of safety evaluation items. In this study, domestic and foreign industrial accident data was analyzed, 'accident contributing factors' that required intensive management were derived, and major safety management items that needed supplementation were selected based on the results. ESG safety evaluation indicators were developed through the process of optimizing the selected items into evaluation factors suitable for 'accident prevention management'.

The Evaluation Ship Safety by Formal Safety Assessment (공식안전평가(Formal Safety Assessment)를 이용한 선박의 안전성 평가)

  • Kim, Jong-Ho
    • Journal of Advanced Marine Engineering and Technology
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    • v.33 no.2
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    • pp.362-367
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    • 2009
  • Formal Safety Assessment(FSA) was introduced by the IMO as "a rational and systematic process for accessing the risk related to maritime safety and the protection of the marine environment and for evaluating the costs and benefit of IMO's options for reducing these risks". FSA can be used as a tool or a rule making process to help develope new rules and regulations. The purpose of this paper is to conduct a general review of the FSA methodology and to propose ways to use it in rule making process of machinery parts.

A Study on the Evaluation of Welding Fume Generated during Arc Welding (Arc 용접시 Fume 발생량 평가에 관한 연구)

  • 채현병;김정한;김희남
    • Journal of the Korean Society of Safety
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    • v.13 no.2
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    • pp.65-75
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    • 1998
  • The cases of welders illness by welding fume generated during arc welding are recently reported, which makes the legal regulation in the welding work place. Also, this situation makes the employers and welders be concerned about the welding fume seriously. At this point of time it is necessary that a standard testing method is developed as a fundamental tool for the evaluation of Fume Generation Rate(FGR) required for making progress in the development of low fume electrodes and welding process technology and also constructing the ventilation system in welding area. However, the current standard(KS D 0062) is only applicable to the manual covered electrode arc welding. In this study the evaluation procedure for the FGR is established by developing the fume collection chamber which can be applicable to semiautomatic and automatic arc welding as well as manual arc welding. This evaluation system and procedure can be used as a tool not only to develop the low fume welding electrode and welding process technology but also to construct the equipment controlling the welding workshop atmosphere.

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A Comparative Analysis on Safety Evaluation System and Requirement in the Tendering Process of Public Construction Projects - Cases of Singapore and Japan - (공공공사의 입찰과정에서 안전평가체계와 요건의 비교분석 - 싱가포르, 일본 사례를 중심으로 -)

  • Park, Hee-Taek;Oh, Chi-Don;Park, Chan-Sik;Choi, Jin-Woo
    • Korean Journal of Construction Engineering and Management
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    • v.14 no.4
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    • pp.130-139
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    • 2013
  • Construction accident rates are reflected in the pre-qualification of public construction projects in order to prevent accidents and facilitate the safety management of construction companies. However, the construction industry is still experiencing an increase in accident rates. Hence, there is a need to strengthen existing safety evaluation systems and requirements in public construction tendering. The objective of this study was to acquire and provide basic data for benchmarking to select tenderers in domestic public construction projects. In Singapore and Japan, safety evaluation systems and requirements are applied based on various aspects in order to screen tenderers. These evaluation systems include safety regulations and institutional requirements, as well as safety performance and safety management plans of respective construction projects. This study recommends that korean public construction projects also apply similar safety evaluation systems which include comprehensive safety criteria in order to decrease accident rates in the industry.

Improving Development Process for Product Safety

  • Jung, Won
    • Proceedings of the Korean Reliability Society Conference
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    • 2004.07a
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    • pp.262-267
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    • 2004
  • In designing and evaluating a new product, the company needs to give thought to the entire spectrum of produceability, usability, and ultimate reliability, as well as safety of users. For each design review(DR) stage, a formal, systematic, documented review and evaluation of a product design is conducted to assure that the product is safe and reliable, that costs and materials have been optimized, and that the design complies with its specifications and requirements. This paper presents how to improve development process for product's safety and reliability. The process requires gathering the appropriate information, determining the limits of the product, estimating risk associated with the task-hazard combinations, and reducing risk according to a prioritized procedure.

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Development of Evaluation Items and Indicators for Hydrological Safety on Agricultural Reservoir (농업용저수지 수문학적 안전성 평가 항목 및 지표 개발)

  • Lee, Jae Ju;Rhee, Kyoung Hoon;Park, Jong Seok;Han, Chang Wha;Jin, Wan Gyu
    • Journal of Wetlands Research
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    • v.16 no.4
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    • pp.403-411
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    • 2014
  • This study Development of Evaluation Items and Indicators for Hydrological Safety on Agricultural Reservoir improvement and grasped the relative importance through stratification of the evaluation points through AHP technique exercised by group of experts. Below conclusion was acquired based on the study done. Firstly, the hierarchy of the evaluation items was divided into two layers: there were six upper evaluation items and eleven lower evaluation items. Secondly, using the analytic hierarchy process, the importance values of the six upper evaluation items were determined via the paired comparison questionnaire survey and consistency check, which were in the order of maintenance condition (condition evaluation grade), freeboard of levee body (non-overtopping), discharge capacity of spillway, potential flood damage, flood calculation factor and freeboard of downstream bank. The maintenance condition(condition evaluation grade) was significantly influenced the results of the hydrological safety on agricultural reservoir evaluation results. Finally, the study indicated that in the short term, improving the safety check condition evaluation grade will be useful to improve the hydrological safety of the agricultural reservoir because it can be performed immediately.