• Title/Summary/Keyword: elevator prevention

Search Result 22, Processing Time 0.025 seconds

Elevator Fault Classification Using Deep Learning Model (딥러닝 모델을 활용한 승강기 결함 분류)

  • Young-Jin, Jung;Chan-Young, Jang;Sung-Woo, Kang
    • Journal of the Korea Safety Management & Science
    • /
    • v.24 no.4
    • /
    • pp.1-8
    • /
    • 2022
  • Elevators are the main means of transport in buildings. A malfunction of an elevator in operation may cause in convenience to users. Furthermore, fatal accidents, such as injuries and death, may occur to the passengers also. Therefore, it is important to prevent failure before accidents happen. In related studies, preventive measures are proposed through analyzing failures, and the lifespan of elevator components. However, these methods are limited to existing an elevator model and its surroundings, including operating conditions and installed environments. Vibration occurs when the elevator is operated. Experts have classified types of faults, which are symptoms for malfunctions (failures), via analyzing vibration. This study proposes an artificial intelligent model for classifying faults automatically with deep learning algorithms through elevator vibration data, hereby preventing failures before they occur. In this study, the vibration data of six elevators are collected. The proposed methodology in this paper removes "the measurement error data" with incorrect measurements and extracts operating sections from the input datasets for proceeding deep learning models. As a result of comparing the performance of training five deep learning models, the maximum performance indicates Accuracy 97% and F1 Score 97%, respectively. This paper presents an artificial intelligent model for detecting elevator fault automatically. The users' safety and convenience may increase by detecting fault prior to the fatal malfunctions. In addition, it is possible to reduce manpower and time by assisting experts who have previously classified faults.

A Study on the Safety Management Plan to Prevent Safety Accident Escalator User (에스컬레이터이용자 안전사고예방을 위한 안전관리 방안에 관한 연구)

  • Kim, Beom-Sang;Park, Poem
    • Journal of the Korea Safety Management & Science
    • /
    • v.22 no.1
    • /
    • pp.45-50
    • /
    • 2020
  • The number of elevators in Korea has surpassed 700,000 units in 2019, which is the 8th in the world by number of installed units and 3rd in the world by new units. The word 'lift' is a representative word, and the category includes elevators, escalators, dumb waiters, and moving walks. Those who live in the city will experience using elevators once or twice a day, and these elevators are becoming an indispensable means of transportation when using high-rise apartments or subways. However, such a convenient elevator also has a lot of risks that threaten the safety of the user and actually cause many accidents every year. In particular, escalators (including moving walks), which account for as little as 5% of all elevators, account for 70% of all elevator accidents. According to Heinrich's chain of thought theory, accidents are caused by a combination of factors, which are divided into five stages: Stage 1: Genetic Factors and Social Environment, Stage 2: Individual Defects, Stage 3: Unsafe behavior and Unsafe conditions, Stage 4: Accident, Stage 5: Injury. Heinrich said that three of these five phases, unsafe behavior and unsafe conditions, require safety management and efforts to prevent accidents. In escalator accidents, the analysis of accident cases that have occurred so far will be related to unsafe behaviors and unsafe conditions, and the effective management of these causes of accidents will enable safer and more convenient use of escalators. This study analyzed accident cases of elevator users, focusing on escalator accidents over the last 10 years (2010 ~ 2019), and safety management to prevent safety accidents of elevator users by analyzing the behavior of actual users and questionnaires of experts in related fields. The method was studied.

A Research of Elevator Door Sign design for children Based on Disaster prevention design (방재디자인 기반 엘리베이터에서의 어린이 손끼임 방지 주의표지 디자인 개발 연구)

  • Kim, jeong-a;Noh, hwang-woo
    • Proceedings of the Korea Contents Association Conference
    • /
    • 2017.05a
    • /
    • pp.203-204
    • /
    • 2017
  • 엘리베이터에서의 어린이의 안전사고가 지속적으로 발생하고 있으나 현재 사용되는 보호자 중심의 주의표지는 효과적인 사고의 예방이 어렵다. 본 연구에서는 방재디자인을 기반으로 엘리베이터에서의 어린이 손끼임 사고의 예방을 위하여 국내외 주의표지 디자인을 분석하고 디자인 가이드라인을 적용하여 어린이 중심의 손끼임 방지 주의표지를 제안하였으며 대전 소재 어린이집의 어린이 34명을 대상으로 한 위험성 표시 평가를 통하여 선정된 어린이 중심의 주의표지는 엘리베이터에서의 어린이 손끼임 사고의 예방에 기여할 것으로 기대된다.

  • PDF

Study for Using VR Techniques Performance Evaluation of the Elevator Evacuation (VR기법을 활용한 엘리베이터 피난 성능평가에 관한 연구)

  • Ro, Se-Ho;Yoon, Sung-Wook;Rie, Dong-Ho
    • Fire Science and Engineering
    • /
    • v.25 no.1
    • /
    • pp.13-18
    • /
    • 2011
  • In the disaster prevention design, it is important point to secure escape way at event of fire which makes people away from the fire more quickly and safely. Development of construction techniques leads to build many skyscrapers, and skyscrapers contains various dangers and increase levels of disaster. At basic design stage for skyscrapers, evacuation scenario is considered that occupants are escape using escape stairs and emergency elevators simultaneously at fire, but there is no evacuation program to simulate using escape stairs and emergency elevators at the same time. In this study, evacuation simulation is performed using method of VR which is based on Virtools of 3DVIA Co., and Simulex of IES Co. for safety and effectiveness where occupants are escape using escape stairs and emergency elevators simultaneously at the fire.

The Study on the Female Collegian's the Fear of Crime in University Campus (대학캠퍼스공간에서 여대생이 느끼는 범죄불안감에 관한 연구)

  • Lee, You-Mi
    • Journal of the Korean Institute of Educational Facilities
    • /
    • v.20 no.1
    • /
    • pp.15-25
    • /
    • 2013
  • This study aims to investigates the female collegian's the fear of crime in university campus. In order to deal with it, the questionnaire survey on the analysis of the female collegian's the fear of crime are conducted in 3 university campuses in Seoul. The results of the 228 questionnaires survey are analyzed in descriptive statistics through SPSS program. This study compares female collegian's the fear with male collegian's one. The result of this are the followings ; 1) The female have the bigger concerns than the male about the crime expected to happen to herself. 2) At night the female are limited in activity than male because of the fear of crime. 3) During day the female have the bigger fear of crime than the male in the space such as stairways and hallways, toilet, and elevator. 4) At night the female have the bigger fear of crime than the male in not only stairways and hallways, toilet, elevator but also pedestrian, green space, recreational space. 5) This study proved the correlation between the collegian's satisfaction about university campus safety and the collegian's satisfaction about university campus environments etc.

Correction of Pincer Nail using Autogenous Dermofat Graft (자가 진피지방술을 이용한 집게조갑의 교정)

  • Kim, Hyun-Sung;Kim, Chul-Han;Kang, Sang-Gue;Tark, Min-Seong
    • Archives of Plastic Surgery
    • /
    • v.37 no.3
    • /
    • pp.250-255
    • /
    • 2010
  • Purpose: Pincer nail is a relatively rare deformity characterized by an increase in transverse curvature along the longitudinal axis of the nail. This curvature commonly increases from proximal to distal end of nail, leading to pinching, curling, and distortion of the underlying soft tissue and resulting frequently in severe pain. Numerous surgical procedures have been reported. Preserving the width of the nail in the correction of the pincer nail is very important for functional and aesthetic reasons. We report the results of the correction of the pincer nail using autogenous dermofat graft with a good result. Methods: From May 2006 to September 2008, dermofat graft was performed in 6 patients with pincer nail. Patients were four women and two men, and the average age was 51. The affected digits were the unilateral great toes in four patients and the unilateral thumbs in two patients. Average follow-up period was 13 months. Surgical procedure was removal of nail using an elevator to avoid damage to the nail bed. An incision was created in distal portion of hyponychium. Paronychium was dissected from distal phalanx by periosteal elevator through incision of hyponychium and tunnel was made. Then dermofat grafts harvested from inguinal area were inserted into the tunnel. Finally, a silicone sheet was inserted eponychial fold for prevention of synechia. Objective assessment was evaluated by use of the width index and height index. Results: All patients reported resolution of the pain and soft tissue pinching sensation that they had before the operation. There was good adherence between the nail plate and the underlying nail bed. The nails have regrown and were corrected in a normal and flattened appearance. The width index and height index were improved. Conclusion: The autogenous dermofat graft seems to provide an effective treatment of the pincer nail with preservation of the nail matrix.

Analysis of impact factors affecting on the stack effect in high-rise building (고층빌딩 연돌 현상의 영향인자 분석)

  • Oh, Jin-Hwan;Song, Doo-Sam;Yoon, Sung-Min;Nam, Yujin
    • KIEAE Journal
    • /
    • v.16 no.3
    • /
    • pp.95-101
    • /
    • 2016
  • Purpose: Recently, high-rise buildings are popular in korea due to high rate of land usage and cost performance in urban area. However, high-rise building causes several problems such as safety issues, cooling/heating load, stack effect, disaster prevention etc. The stack effect is one of the representative problems. Even though there are many researches on stack effect, there are few studies on design guideline considering local condition. Method: This study focuses on the change of pressure distribution according to the design factors which affects the airflow in high-rise residential buildings by simulation analysis. In this study, city, building floor, stairwell door leakage area, elevator door leakage area and changes of layout were considered ad the design factor. Result: The simulation results indicate that building height and ambient air temperature are significant design factor for stack effect.

Development and Evaluation of the Educational Program Regarding Life Safety for Children of Low Grade Elementary Schools (초등학교 저학년 아동의 생활안전 교육프로그램 개발 및 효과연구)

  • Doo Kyoung-Ja;Yoon Yong- Hee
    • Journal of the Korean Home Economics Association
    • /
    • v.44 no.4 s.218
    • /
    • pp.75-86
    • /
    • 2006
  • The purpose of this study was to develop and evaluate the educational program of life safety for low grade elementary school students. The objectives of the life safety education were established, and the contents and instructions of the educational program were organized according to the needs of the 560 children and their mothers. Both experimental and control groups were evaluated before, immediately after and 3 weeks after the education in terms of knowledge about safety, attitudes and behaviors. The results of this study were as follows: 1. Twelve contents for safety education consisted of safety for electronic games, playing facility, mobile exercise machines, elevator/escalators, traffic and prevention for injury, pricking/cutting, collision/fall/slippery, drowning, burning, electric shock, food toxicity and child missing/sexual harassment/kidnapping. 2. The score of knowledge for safety, attitude, and behavior of the experimental group was improved after the post-tests. Thus, the educational effects were demonstrated to be significant in all evaluation sections.

A CASE REPORT: THE SURGICAL REMOVAL OF THE DISPLACED MAXILLARY THIRD MOLAR INTO THE PTERYGOPALTINE FOSSA BY THE MIDPALTAL AND TRANSPHARYNGEAL APPROACH (Pterygopaltine fossa로 전위된 상악 매복지치 발치 치험례)

  • Jang, Hyun-Suk;Jang, Myung-Jin;Kim, Yong-Kwan
    • Maxillofacial Plastic and Reconstructive Surgery
    • /
    • v.16 no.2
    • /
    • pp.167-170
    • /
    • 1994
  • The surgical removal of the wisdom teeth is obligate when forceps extraction fails or when the wisdom teeth are impacted. The surgical removal of impacted maxillary third molars is a commonly performed procedure usually associated with few complications & little morbidity. The most frequent complications are tooth root fracture, maxillary tuberosity fracture, tooth displacement into the maxillary sinus & oroantral fistula formation. A rarely reported complication is the displacement of a tooth into the infratemporal fossa. The method of prevention of this complication is by the placement of either a finger or periosteal elevator posterior to the tooth during extraction. To remove the displaced upper third molar is very difficult & has many complications, e.g., persistent bleeding & nerve damage. When the wisdom teeth is displaced, it is initially necessary to gain access to bone by developing a mucoperiosteal path of delivery is developed by additional bone removal or, preferably planned sectioning of the tooth. There are many approaching techniques to remove the displaced upper third molar. This following report describes the surgical technique of displaced upper third molar in the pterygopalatine fassa by the midpalatal &transpharyngeal approach.

  • PDF

The Actual Condition investigation of Residental Environment of Urban Life-Type Housing Regarding Crime Prevention Through Environmental Design -Focused on Five Single Households in studio-type housings in Gwanak-gu, Seoul Urban Life-Type Housing- (도시형생활주택의 범죄예방환경설계 측면에서 본 주거환경 실태조사에 관한 연구 - 서울시 관악구 원룸형 주택 1인가구 5개를 중심으로-)

  • Jung, Yoon-Hye;Lee, You-Mi;Lee, Youn-Jae
    • KIEAE Journal
    • /
    • v.16 no.6
    • /
    • pp.39-50
    • /
    • 2016
  • Purpose: The purpose of this study is to be performed with studio-type housings among urban life-type housings to investigate the physical characteristic and crime-related factors of studios from the viewpoint of the basic principles of crime prevention through environmental design (CPTED). Method: Eight CPTED guidelines available in Korea were reviewed to select 20 planing factors for actual condition investigation. Five single households in studio-type housings in Gwanak-gu, Seoul, were chosen according to the subject screening criteria to perform the actual condition investigation. Results: First, a lighting plan around a building for natural surveillance should consider the building location, relation with the front road, and surrounding facilities. In a building of a piloti structure, the parking lot and the building gate should be arranged in a manner that enables natural surveillance. Second, the shape of the corridors in studio-type housings should be considered to plan the installation of a lighting at the door of each household, the installation of a viewer window at the door of each household, and the arrangement of the elevator. Third, to support access control, an access control system having the function of video and voice communication is recommended to be installed at the building gate. Criteria for the type of security windows and the floors on which security windows should be installed, and the regulations about the CCTV installation inside and outside the building should be prepared. Fourth, to enhance territoriality in parking lots, ground patterns, parking lot gate, and signs may be installed. Fifth, in view of effective utilization and maintenance, lighting facilities should be installed to increase the usability of ground parking lots, and relevant installation criteria should be prepared regarding the type, number, and brightness of the lightings.