• 제목/요약/키워드: Control of learning

검색결과 3,751건 처리시간 0.04초

딥러닝 기반 달 표면 모사 환경 실시간 객체 인식 및 매칭 시스템 개발 (Development of System for Real-Time Object Recognition and Matching using Deep Learning at Simulated Lunar Surface Environment)

  • 나종호;공준호;이수득;신휴성
    • 터널과지하공간
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    • 제33권4호
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    • pp.281-298
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    • 2023
  • 달 현지 탐사를 위해 무인 이동체에 대한 연구가 지속적으로 이루어져 있으며 달 지상 관심 지역의 정확한 위치 및 맵핑을 위한 실시간 정보화 작업이 요구되고 있다. 딥러닝 영상 처리 분석 기술을 실제 로버에 적용하기 위해 소프트웨어의 통합과 최적화에 대한 연구가 필요하며 본 연구에서는 가상의 달 기지 건설현장의 영상을 실시간 분석하여 핵심 객체의 공간 정보를 자동으로 수치화하는 방안에 대한 기초 연구가 진행되었다. 본 연구를 통해 이미 구축된 영역 분할 기반 객체 인식 알고리즘을 경계 상자 기반 객체 인식알고리즘으로 변경하여 객체 인식 정확도 및 추론 속도를 개선하는 작업이 이루어졌으며, 대용량 데이터 기반 객체 매칭 학습을 위해 Batch Hard Triplet Mining 기법을 도입하고, 학습 및 추론에 대한 최적화 연구가 수행되었다. 또한 개선된 객체 인식 및 동일 객체 매칭 소프트웨어를 통합하고, 입력 이미지 내 동일 객체 자동 매칭을 시각화하는 소프트웨어를 개발하였으며, 위성 모사 촬영 영상 내 객체를 학습 데이터로, 이동체 촬영 영상 내 객체를 추론 데이터로 사용하여 동일 객체 매칭의 학습 및 추론이 이루어졌다. 본 연구의 결과는 이동체의 연속 촬영 영상을 기반 3차원 공간 정보를 구현 및 관심 공간 내 객체 위치 설정에 활용할 수 있을 것으로 사료되며, 향후 달 기지 건설 현장에서의 영상 기반 시공 모니터링 및 제어를 위한 자동 현장 및 주요 대상물 공간 정보 구축 시스템과의 연계에 기여할 것으로 기대된다.

PBL 기반 진로교육 프로그램의 개발 및 효과검증 (The Development and Effectiveness of a PBL Based Career Education Program)

  • 이혜숙;김유미
    • 초등상담연구
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    • 제8권1호
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    • pp.33-50
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    • 2009
  • 본 연구는 학생들이 진로와 관련된 실제적이고 맥락적인 문제를 해결하는 과정에서 자신의 적성, 흥미, 성격 등에 대한 정확한 이해를 하고 다양한 직업세계를 탐구할 수 있는 PBL(문제중심학습) 기반 진로교육 프로그램을 개발하여 초등학생들의 진로성숙도에 미치는 효과를 검증하는데 목적이 있다. PBL 기반진로교육 프로그램을 개발하는 과정은 먼저 아동들의 발달 특성 및 요구분석을 거쳐 과제 분석을 실시하고 수행목표를 진술한 뒤, 이를 토대로 프로그램의 핵심 구성요소인 PBL 문제를 개발하고 그 타당성을 검토하였다. 다음으로 프로그램 각 영역별 문제해결과정 및 결과발표에 대한 평가계획 및 평가도구를 제작하고 온라인 학습공간을 설계하였다. 이렇게 개발된 프로그램은 매 회기 40분 단위의 총 21개 회기로 구성되어 초등학교 5학년에 8주 동안 실시되었고 연구결과는 다음과 같다. PBL 기반 진로교육 프로그램에 참여한 실험집단은 통제집단에 비하여 사후검사에 있어서 진로태도와 진로태도의 하위요인(계획성, 성향, 타협성), 진로능력과 진로능력의 하위요인(직업의 이해능력, 자신의 이해능력, 의사결정능력)이 유의미하게 향상되었다. 또한 검사지 반응 분석 결과의 보완을 위한 내용 분석 결과, 학생들은 프로그램의 각 영역별로 제시되는 PBL 문제를 팀을 이루어 해결하고 발표하는 과정을 통하여 객관적으로 자신을 이해하고 일과 직업세계에 관한 다양하고 질이 있는 지식을 쌓게 되었다고 보고하였다. 본 연구의 결과 연구자가 개발한 PBL 기반 진로교육 프로그램은 학생들이 자신에 대한 객관적 이해와 의사결정능력의 향상,모둠원간의 활발한 상고작용과 토의가 이루어지도록 하여 초등학생의 진로태도와 진로능력 의 향상에 긍정적인 영향을 미쳤다. 이는 초등학생의 진로교육에 있어 자율적인 학습태도와 주체의식이 자신의 미래를 탐색하고 개발하고 개척할 수 있는 기회와 경험을 제공하는데 매우 중요하다는 것을 의미한다.

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경남지역 일부 초등학교 비만아동의 식습관 분석 및 영양교육을 위한 교수학습과정안 개발 (A Survey on Dietary Habits in Gyeongnam and the Development of the Nutrition Education Curriculum with Teacher's Guide for Obese Elementary School Children)

  • 조민아;이경혜;허은실;김정아
    • 대한영양사협회학술지
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    • 제15권2호
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    • pp.97-112
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    • 2009
  • 본 연구는 경남 일부 초등학교 비만아동을 대상으로 식습관, 영양교육에 대한 인식, 영양지식을 조사하여 분석한 자료를 바탕으로 비만아동의 영양교육을 위한 수업지도안을 개발하였다. 그 결과를 요약하면 다음과 같다. 1. 아동의 신체적 특징으로 신장은 남학생과 여학생 간에 유의적인 차이는 없으며 체중은 남학생(55.0${\pm}$9.0 kg)이 여학생(52.0${\pm}$9.4 kg)보다 유의적으로 높았다(p<0.05). 2. 전체 아동의 83.5%가 영양교육을 받아본 경험이 없다고 답하였으며 80.3%가 영양교육의 필요하다고 답하여 영양교육에 대한 관심도가 크다는 것을 알 수 있었다. 3. 희망하는 영양교육 내용에는 '체중 감소를 위한 식사조절법(64.7%)', '올바른 간식(12.2%)'으로 조사되었다. 희망하는 영양교육 방법으로 남학생은 '게임(35.4%)', '강의(18.8%)', '조리실습(16.7)', '개인상담(16.7%)' 순으로, 여학생은 '조리실습(25.6%)', '개인상담(25.6%)', '강의(11.6%)', '그림그리기(11.6%)'로 나타나 유의적인 차이를 보였다(p<0.01). 4. 아동의 식사속도는 남학생이 여학생보다 식사속도가 유의적으로 빠른 결과를 나타내었다(p<0.05). 5. 운동종목에서 남학생이 '가벼운 레포츠활동(27.0%)'과 '구기종목(25.4%)'을 여학생은 '가벼운 레포츠 활동(47.9%)'과 '걷기(25.4%)'를 선호하여 유의적인 차이를 보였다(p<0.001). 운동장소로 남학생이 여학생에 비해 운동장 등 활발한 장소를 선택하여 유의적인 차이를 보였다(p<0.001). 6. 영양교육 수업지도안 개발은 비만 개선을 위한 올바른 식습관과 영양지식을 교육하기 위해 13차시 분량의 수업지도안을 개발하였다. 개발된 초등학교 고학년용 영양교육 교수 학습지도안은 비만 정의 알기, 자신의 모습 사랑하기, 식사와 관련된 감각 익히기, 식품군 알기, 아침결식개선, 편식개선, 올바른 간식선택, 외식의 8개 대주제와 13개의 소주제로 구성된 13차시였다. 본 연구의 수업지도안을 활용하여 실제로 수업하여 그 효과판정을 하지 못했으므로 그에 대한 후속 연구가 이루어져야 하며 비만인구는 점점 증가하고 세계적으로 문제시되고 있지만 이에 대한 교육방법 개발과 실제 교육은 학교에서 거의 이루어지고 있지 않은 실정이다. 앞으로 비만문제를 단순히 가정에 맡기거나 의학적인 문제로 방치하기 보다는 그 예방차원이 우선시되어 아이들의 교육을 담당하고 있는 학교에서 식습관 관련 수업이 영양교사에 의해서 이루어지는 것이 필요하리라 생각된다.

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Problems of Applying Information Technologies in Public Governance

  • Goshovska, Valentyna;Danylenko, Lydiia;Hachkov, Andrii;Paladiiichuk, Sergii;Dzeha, Volodymyr
    • International Journal of Computer Science & Network Security
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    • 제21권8호
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    • pp.71-78
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    • 2021
  • The relevance of research provides the necessity to identify the basic problems in the public governance sphere and information technology relations, forasmuch as understanding such interconnections can indicate the consequences of the development and spreading information technologies. The purpose of the research is to outline the issues of applying information technologies in public governance sphere. 500 civil servants took part in the survey (Ukraine). A two-stage study was conducted in order to obtain practical results of the research. The first stage involved collecting and analyzing the responses of civil servants on the Mentimeter online platform. In the second stage, the administrator used the SWOT-analysis system. The tendencies in using information technologies have been determined as follows: the institutional support development; creation of analytical portals for ensuring public control; level of accountability, transparency, activity of civil servants; implementation of e-government projects; changing the philosophy of electronic services development. Considering the threats and risks to the public governance system in the context of applying information technologies, the following aspects generated by societal requirements have been identified, namely: creation of the digital bureaucracy system; preservation of information and digital inequality; insufficient level of knowledge and skills in the field of digital technologies, reducing the publicity of the state and municipal governance system. Weaknesses of modern public governance in the context of IT implementation have been highlighted, namely: "digitization for digitalization"; lack of necessary legal regulation; inefficiency of electronic document management (issues caused by the imperfection of the interface of reporting interactive forms, frequent changes in the composition of indicators in reporting forms, the desire of higher authorities to solve the problem of their introduction); lack of data analysis infrastructure (due to imperfections in the organization of interaction between departments and poor capacity of information resources; lack of analytical databases), lack of necessary digital competencies for civil servants. Based on the results of SWOT-analysis, the strengths have been identified as follows: (possibility of continuous communication; constant self-learning); weaknesses (age restrictions for civil servants; insufficient acquisition of knowledge); threats (system errors in the provision of services through automation); opportunities for the introduction of IT in the public governance system (broad global trends; facilitation of the document management system). The practical significance of the research lies in providing recommendations for eliminating the problems of IT implementation in the public governance sphere outlined by civil servants..

한의학(韓醫學) 학위논문(學位論文)의 내용(內容)에 대(對)한 조사연구(調査硏究) (A Statistical Study on the Contents of Theses of Oriental Medicine)

  • 박종운;박찬국
    • 대한한의학원전학회지
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    • 제7권
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    • pp.161-197
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    • 1994
  • I hereby have gained the following results by investigation and classification according to the contents of Masterial theses of 1015 volumes and Doctorial theses of 288 volumes, which have collected at their central libriaries, of theses which have published, until 1991, at Oriental Medical College of Kyunghee Univ., Kyungsan Univ., Dongguk Univ. and Taejon Univ. 1. The laboratory theses are more plentiful in number than those of literatural or clinical ones, especially more outstanding trends in the case of doctors. 2. In clinical theses, clinical obserbation was high frequnt in master and accupunture in doctor. 3. In laboratory theses, the usage of pharmacy was more frequnt than that of accupuntures or moxibutions. 4. In laboratory theses, it was more plentiful the case of being taken ill before experiment. 5. In experimental method, the drugs were more used complexed or complexed extract, in the case of accupunture, the methods were more adopted by general accup. and aqureaccupunture. 6. In laboritory theses, theses was abundant of no description of normal, control and laboratory groop. 7. It was the great number wi thin a day in the laboratory terms, the rats were most adopted as the objects of lab., in the number of lab method, doctor's was more plentiful than master's. 8. In literatural theses, there was expressed high frequnt trends of study of china, in era, Chosun dynasty in korea and Jin-Han in china. 9. The theory and books were mainly adopted as objects of theses study in the field of literature. 10. In another theses, there was many investigation of contents and drug and sign of illness were main object of study. 11. Laboratory theses had totally more reference and quotation than those of other theses. According to the above results, the number of laboratory theses are superior than clincal and literature theses, other study or statistical theses. But unfortunately they were not enough the transmission of meaning of theses and contribution of learning, beacuse how to do theses was not uni form and description was not evident. So afterward I think it is needed more careful attention and study in the method of theses works.

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송사리수정란을 이용한 납의 내분비계장애에 관한 연구 (Endocrine Disrupting Effects of Lead on the Ontogeny of Oryzias Latipes)

  • 박광식;최필선;이상협;이철우;류지성;최성수;류홍일;최덕일
    • Toxicological Research
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    • 제14권3호
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    • pp.379-384
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    • 1998
  • Endocrine disruptor is an exogenous substance that changes endocrine function and causes adverse effects at the level of the organism, its progeny, and/or (sub)populations of the organisms. Purported adverse effects are cancers, declines in reproductive health, developmental learning disabilities in humans, and declining populations, altered morphology, physiology or behavior in wildlife. In these days, expert groups on chemicals in IPCS, IFCS and OECD are intensively discussing the identification of endocrine disruptors and the proper management of those chemicals. In this study, we screened the endocrine disrupting effects of lead using fertilized eggs of Oryzias latipes. In brief, the eggs were exposed to lead with different concentrations at Ringer's solution, and the mortality, the incidence of deformation, the body movement and the hatching success were determined after incubation. The histological analysis of normal and deformed larvae was also carried out. Compared to control, the mortality and the heart rate of eggs and/or larvae increased, but the hatching success and the tail movement decreased. The morphological observation showed the asymmetrical deformation of larvae and the distortion of spinal cord. The absorption of the liquid in yolk sac was hindered. The adverse effects of lead in the ontogeny of fertilized eggs of Oryzias latipes seemed to be stronger in pH5.6 than in pH7.5 solution. In summary, lead showed adverse effects on the ontogeny of fish fertilized eggs plays critical role in regulating biological systems and controlling developmental processes as an endocrine disruptor.

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고교생의 과학적 사고력에 관한 연구-논리적 사고와 추리력을 중심으로- (A Study on Scientific Thinking of Korean High School Students-With Reference to Logical Thinking and Reasoning Power-)

  • 황긍연;박인근;김태성
    • 한국과학교육학회지
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    • 제9권1호
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    • pp.19-37
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    • 1989
  • The purpose of this study was to investigate the development of logical thinking and scientific reasoning pattern of Korean high school students. To carry out this study subjects were selected about 2,000 Junior high school students, and about 4,100 senior high school students throughout the nation. They were identified as concrete, transitional or formal operational stage with the use of TOLT(the Test of Logical Thinking) by Tobin and Capie(1980), and TOSR(the Test of Scientific Reasoning) by W.A Farmer(1986). This study turned out that more than 76% of Junior high school students were classified as the concrete operational stage and about 44% of senior high school students were classified as the formal operational stage, while about 26% of them were still in the concrete operational level. This study showed that the main factor of the intellectual development of students is learning by the gradual advancement of their grades and especially entrance into the senior high school rather than by the physical growth. This study also showed that there are the take-off stage of the development of logical thinking between fourteen and fifteen years of their ages. Less than 25% of junior high school students were in the formal operational stages which are capable of control of variables, probabilistic, correlation and combinational logic in problem-solving situation, while 33-54% of senior high school students were in the formal operational levels. 38% of junior high school students were in the formal operational stage which is capable of proportional logic, while about 55% of senior high school students were in the formal operational stage. Less than 20% of senior high school students were classified as group of highly capable of scientific reasoning, while more than 23% of them were classified as group of poor capability. It also turned out that there are differences or no differences between male and female students of each school in problem-solving situation regarding each logic approach. These differences were proved to be fluctuating depending on the situations and their grades. The other results of this study is similar to those of other researches such as Tomlinson-Keasey 1972, Coleman 1973, Lawson 1973, Lawson and Renner 1974, Neimark 1975, Han 1982, and Kim 1989.

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The Usage of Modern Information Technologies for Conducting Effective Monitoring of Quality in Higher Education

  • Oseredchuk, Olga;Nikolenko, Lyudmyla;Dolynnyi, Serhii;Ordatii, Nataliia;Sytnik, Tetiana;Stratan-Artyshkova, Tatiana
    • International Journal of Computer Science & Network Security
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    • 제22권1호
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    • pp.113-120
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    • 2022
  • Information technologies in higher education are the basis for solving the tasks set by monitoring the quality of higher education. The directions of aplying information technologies which are used the most nowadays have been listed. The issues that should be addressed by monitoring the quality of higher education with the use of information technology have been listed. The functional basis for building a monitoring system is the cyclical stages: Observation; Orientation; Decision; Action. The monitoring system's considered cyclicity ensures that the concept of independent functioning of the monitoring system's subsystems is implemented.. It also ensures real-time task execution and information availability for all levels of the system's hierarchy of vertical and horizontal links, with the ability to restrict access. The educational branch uses information and computer technologies to monitor research results, which are realized in: scientific, reference, and educational output; electronic resources; state standards of education; analytical materials; materials for state reports; expert inferences on current issues of education and science; normative legal documents; state and sectoral programs; conference recommendations; informational, bibliographic, abstract, review publications; digests. The quality of Ukrainian scientists' scientific work is measured using a variety of bibliographic markers. The most common is the citation index. In order to carry out high-quality systematization of information and computer monitoring technologies, the classification has been carried out on the basis of certain features: (processual support for implementation by publishing, distributing and using the results of research work). The advantages and disadvantages of using web-based resources and services as information technology tools have been discussed. A set of indicators disclosed in the article evaluates the effectiveness of any means or method of observation and control over the object of monitoring. The use of information technology for monitoring and evaluating higher education is feasible and widespread in Ukrainian education, and it encourages the adoption of e-learning. The functional elements that stand out in the information-analytical monitoring system have been disclosed.

A Ship-Wake Joint Detection Using Sentinel-2 Imagery

  • Woojin, Jeon;Donghyun, Jin;Noh-hun, Seong;Daeseong, Jung;Suyoung, Sim;Jongho, Woo;Yugyeong, Byeon;Nayeon, Kim;Kyung-Soo, Han
    • 대한원격탐사학회지
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    • 제39권1호
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    • pp.77-86
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    • 2023
  • Ship detection is widely used in areas such as maritime security, maritime traffic, fisheries management, illegal fishing, and border control, and ship detection is important for rapid response and damage minimization as ship accident rates increase due to recent increases in international maritime traffic. Currently, according to a number of global and national regulations, ships must be equipped with automatic identification system (AIS), which provide information such as the location and speed of the ship periodically at regular intervals. However, most small vessels (less than 300 tons) are not obligated to install the transponder and may not be transmitted intentionally or accidentally. There is even a case of misuse of the ship'slocation information. Therefore, in this study, ship detection was performed using high-resolution optical satellite images that can periodically remotely detect a wide range and detectsmallships. However, optical images can cause false-alarm due to noise on the surface of the sea, such as waves, or factors indicating ship-like brightness, such as clouds and wakes. So, it is important to remove these factors to improve the accuracy of ship detection. In this study, false alarm wasreduced, and the accuracy ofship detection wasimproved by removing wake.As a ship detection method, ship detection was performed using machine learning-based random forest (RF), and convolutional neural network (CNN) techniquesthat have been widely used in object detection fieldsrecently, and ship detection results by the model were compared and analyzed. In addition, in this study, the results of RF and CNN were combined to improve the phenomenon of ship disconnection and the phenomenon of small detection. The ship detection results of thisstudy are significant in that they improved the limitations of each model while maintaining accuracy. In addition, if satellite images with improved spatial resolution are utilized in the future, it is expected that ship and wake simultaneous detection with higher accuracy will be performed.

Reliability of mortar filling layer void length in in-service ballastless track-bridge system of HSR

  • Binbin He;Sheng Wen;Yulin Feng;Lizhong Jiang;Wangbao Zhou
    • Steel and Composite Structures
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    • 제47권1호
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    • pp.91-102
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    • 2023
  • To study the evaluation standard and control limit of mortar filling layer void length, in this paper, the train sub-model was developed by MATLAB and the track-bridge sub-model considering the mortar filling layer void was established by ANSYS. The two sub-models were assembled into a train-track-bridge coupling dynamic model through the wheel-rail contact relationship, and the validity was corroborated by the coupling dynamic model with the literature model. Considering the randomness of fastening stiffness, mortar elastic modulus, length of mortar filling layer void, and pier settlement, the test points were designed by the Box-Behnken method based on Design-Expert software. The coupled dynamic model was calculated, and the support vector regression (SVR) nonlinear mapping model of the wheel-rail system was established. The learning, prediction, and verification were carried out. Finally, the reliable probability of the amplification coefficient distribution of the response index of the train and structure in different ranges was obtained based on the SVR nonlinear mapping model and Latin hypercube sampling method. The limit of the length of the mortar filling layer void was, thus, obtained. The results show that the SVR nonlinear mapping model developed in this paper has a high fitting accuracy of 0.993, and the computational efficiency is significantly improved by 99.86%. It can be used to calculate the dynamic response of the wheel-rail system. The length of the mortar filling layer void significantly affects the wheel-rail vertical force, wheel weight load reduction ratio, rail vertical displacement, and track plate vertical displacement. The dynamic response of the track structure has a more significant effect on the limit value of the length of the mortar filling layer void than the dynamic response of the vehicle, and the rail vertical displacement is the most obvious. At 250 km/h - 350 km/h train running speed, the limit values of grade I, II, and III of the lengths of the mortar filling layer void are 3.932 m, 4.337 m, and 4.766 m, respectively. The results can provide some reference for the long-term service performance reliability of the ballastless track-bridge system of HRS.