• Title/Summary/Keyword: ai planning

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A Study on the Development of Knowledge-based System for Residential Design using Constraints (제한조건을 이용한 주택 평면 설계 지식베이스시스템 개발에 관한 연구)

  • 조용호
    • Proceeding of Spring/Autumn Annual Conference of KHA
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    • 1995.10a
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    • pp.85-93
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    • 1995
  • Recently, the development of Artificial Intelligence(AI) and Expert System has caused some interest in the possibility of developing an intelligent CAD system. However, these development and possibility are in an extremenly early stage for Architectural design. In this study, the design process of Residence being recognized as a Constraints-satisfied model, a part of these constraints used in the Architectural design of Residence are being systematized and sorted by the design process. Those regulations and planning items to be considered in the basic planning stage are being systematized as a knowledge base system. The possibility of this knowledge-based system as an effective design tool is studied and an integrated form of Architectural design system is proposed.

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Towards a Ubiquitous Robotic Companion: Design and Implementation of Ubiquitous Robotic Service Framework

  • Ha, Young-Guk;Sohn, Joo-Chan;Cho, Young-Jo;Yoon, Hyun-Soo
    • ETRI Journal
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    • v.27 no.6
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    • pp.666-676
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    • 2005
  • In recent years, motivated by the emergence of ubiquitous computing technologies, a new class of networked robots, ubiquitous robots, has been introduced. The Ubiquitous Robotic Companion (URC) is our conceptual vision of ubiquitous service robots that provide users with the services they need, anytime and anywhere in ubiquitous computing environments. To realize the vision of URC, one of the essential requirements for robotic systems is to support ubiquity of services: that is, a robot service must be always available even though there are changes in the service environments. Specifically robotic systems need to be automatically interoperable with sensors and devices in current service environments, rather than statically preprogrammed for them. In this paper, the design and implementation of a semantic-based ubiquitous robotic space (SemanticURS) is presented. SemanticURS enables automated integration of networked robots into ubiquitous computing environments exploiting Semantic Web Services and AI-based planning technologies.

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CAD/CAM Integration based on Geometric Reasoning and Search Algorithms (기하 추론 및 탐색 알고리즘에 기반한 CAD/CAM 통합)

  • Han, Jung-Hyun;Han, In-Ho
    • Journal of KIISE:Software and Applications
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    • v.27 no.1
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    • pp.33-40
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    • 2000
  • Computer Aided Process Planning (CAPP) plays a key role by linking CAD and CAM. Given CAD data of a part, CAPP has to recognize manufacturing features of the part. Despite the long history of research on feature recognition, its research results have rarely been transferred into industry. One of the reasons lies in the separation of feature recognition and process planning. This paper proposes to integrate the two activities through AI techniques, and presents efforts for manufacturable feature recognition, setup minimization, feature dependency construction, and generation of an optimal machining sequence.

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Enhanced Rules for Setting and Coordination of Distance Relays (거리계전 보호방식의 정정 및 협조 지식의 개선)

  • Lee, Seung-Jae;Kim, Hyo-Jun;Yim, Sung-Il
    • Proceedings of the KIEE Conference
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    • 1993.07a
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    • pp.93-95
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    • 1993
  • This paper proposes the enhanced rules for setting and coordination of the relays in the distance relaying. The developed new rules to diagnose the coordination based on the system information are expected to be very helpful in the system expansion planning stage. An expert system to adopt those rules have been developed using the hybrid AI tool, NEXPERT-OBJECT.

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A Comparative Analysis of Path Planning and Tracking Performance According to the Consideration of Vehicle's Constraints in Automated Parking Situations (자율주차 상황에서 차량 구속 조건 고려에 따른 경로 계획 및 추종 성능의 비교 분석)

  • Kim, Minsoo;Ahn, Joonwoo;Kim, Minsung;Shin, Minyong;Park, Jaeheung
    • The Journal of Korea Robotics Society
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    • v.16 no.3
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    • pp.250-259
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    • 2021
  • Path planning is one of the important technologies for automated parking. It requires to plan a collision-free path considering the vehicle's kinematic constraints such as minimum turning radius or steering velocity. In a complex parking lot, Rapidly-exploring Random Tree* (RRT*) can be used for planning a parking path, and Reeds-Shepp or Hybrid Curvature can be applied as a tree-extension method to consider the vehicle's constraints. In this case, each of these methods may affect the computation time of planning the parking path, path-tracking error, and parking success rate. Therefore, in this study, we conduct comparative analysis of two tree-extension functions: Reeds-Shepp (RS) and Hybrid Curvature (HC), and show that HC is a more appropriate tree-extension function for parking path planning. The differences between the two functions are introduced, and their performances are compared by applying them with RRT*. They are tested at various parking scenarios in simulation, and their advantages and disadvantages are discussed by computation time, cross-track error while tracking the path, parking success rate, and alignment error at the target parking spot. These results show that HC generates the parking path that an autonomous vehicle can track without collisions and HC allows the vehicle to park with lower alignment error than those of RS.

Implementation of Cloud-Based Artificial Intelligence Education Platform (클라우드 기반 인공지능 교육 플랫폼 구현)

  • Wi, Woo-Jin;Moon, Hyung-Jin;Ryu, Gab-Sang
    • Journal of Internet of Things and Convergence
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    • v.8 no.6
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    • pp.85-92
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    • 2022
  • Demand for big data analysis and AI developers is increasing, but there is a lack of an education base to supply them. In this paper, by developing a cloud-based artificial intelligence education platform, the goal was to establish an environment in which practical practical training can be efficiently learned at low cost at educational institutions and IT companies. The development of the education platform was carried out by planning scenarios for each user, architecture design, screen design, implementation of development functions, and hardware construction. This training platform consists of a containerized workload, service management platform, lecture and development platform for instructors and students, and secured cloud stability through real-time alarm system and age test, CI/CD development environment, and reliability through docker image distribution. The development of this education platform is expected to expand opportunities to enter new businesses in the education field and contribute to fostering working-level human resources in the AI and big data fields.

The Necessity of an Elementary School Information Curriculum based on the Analysis of Overseas SW and AI Education (해외 SW·AI 교육 현황 분석을 통한 초등학교 정보 교과의 필요성)

  • Song, Ui-Sung;Rim, Hwa-Kyung
    • Journal of The Korean Association of Information Education
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    • v.25 no.2
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    • pp.301-308
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    • 2021
  • In line with the social changes due to the Fourth Industrial Revolution, foreign countries are strengthening information education for the future of education. This study analyzed the current status of software (SW) and artificial intelligence (AI) education among different types of information education programs in elementary schools of major foreign countries, and compared them with the education provided in Korea. Compared to major foreign countries, Korea allocated very little time for software education in elementary schools, making it difficult to sufficiently cover all areas of the curriculum achievement standards. In addition, other countries recognized the importance of artificial intelligence, an important technology of the Fourth Industrial Revolution, and were providing artificial intelligence education on the basis of software education at the national level. The Korean government is also planning on providing the education at national level, but it was identified that the information education of elementary schools have many problematic issues. This study emphasized the need to establish an information curriculum for elementary schools as a way to address these issues.

Design and realization of the passenger ship's MSP service system using ASM2.0 : focusing on captain's mandatory reporting items (차세대 해상디지털통신기술 ASM2.0을 이용한 여객선 MSP서비스 시스템 설계 및 구현)

  • Kim, Kilyong;Kim, Do-yeon;Lee, Seojeong
    • Journal of Digital Contents Society
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    • v.16 no.6
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    • pp.871-882
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    • 2015
  • AIS-ASM is one of the studies to provide a variety of maritime safety information as well as the information on a ship's position that is their own function, and AIS-ASM has been implemented with adjustment of the relevant regulations since 2004. However, it was reported that the increased use of ASM message on the existing AIS channel affects the part of the existing AIS own function such as the transmission of the ship's position and safe-related information. Also, seamless MSP service is difficult to provide at a low transmission rate of the existing AIS channel. This study aims to reduce the marine officer's workload through automating captain's mandatory reporting items using the one of the next maritime digital communication technology (ASM2.0). For this purpose, we designed and realized the ASM2.0 protocol through analyzing domestic regulations about passenger flight and AIS-ASM message.

Analysis of the Surface Urban Heat Island Changes according to NewTowns Development and Correlation with Urban Morphology (신도시 개발에 따른 표면 열섬현상 변화분석 및 도시 형태와의 상관관계)

  • Kyungil Lee
    • Korean Journal of Remote Sensing
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    • v.39 no.5_3
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    • pp.921-932
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    • 2023
  • Land cover change due to urban population concentration and urban expansion can cause various environmental problems such as urban heat islands. In particular, New towns are considered an appropriate study site to analyze changes in urban climate due to rapid urbanization in a short period. This study used Landsat satellite imagery to compare and analyze the land cover changes before and after the development of two new towns with different plans, and the resulting changes in surface urban heat island (SUHI) phenomena. Correlation analysis was also conducted between urban structural features that may affect the SUHI intensity. The results of the analysis confirm the rapid change in land cover as new town development progresses and the direct intensification of the SUHI phenomenon. This study confirms the differences in SUHI caused by different urban plans and suggests the need for three-dimensional urban planning to improve the thermal environment.

Human Cases of Fascioliasis in Fujian Province, China

  • Ai, Lin;Cai, Yu-Chun;Lu, Yan;Chen, Jia-Xu;Chen, Shao-Hong
    • Parasites, Hosts and Diseases
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    • v.55 no.1
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    • pp.55-60
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    • 2017
  • Fascioliasis is a foodborne zoonotic parasitic disease. We report 4 cases occurring in the same family, in whom diagnosis of acute fascioliasis was established after series of tests. One case was hospitalized with fever, eosinophilia, and hepatic lesions. MRI showed hypodense changes in both liver lobes. The remaining 3 cases presented with the symptom of stomachache only. Stool analysis was positive for Fasciola eggs in 2 adult patients. The immunological test and molecular identification of eggs were confirmed at the National Institute of Parasitic Diseases, Chinese Center for Disease Control and Prevention, Shanghai, China. The results of serological detection were positive in all the 4 patients. DNA sequencing of PCR products of the eggs demonstrated 100% homology with ITS and cox1 of Fasciola hepatica. The conditions of the patients were not improved by broad-spectrum anti-parasitic drugs until administration of triclabendazole.