• Title/Summary/Keyword: Intelligent Systems

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Development of a Port Worker Safety Monitoring System Using Swarm Drones and Deep Learning Technology (군집 드론과 딥러닝 기술을 활용한 항만 작업자 안전 모니터링 시스템 개발)

  • Tae-Hyeon Joe;Gwang-Ho Park;Gi-Beom Park;Jun-Yeong Jang;Si-Wu Kim;Sung-Tae Moon
    • Annual Conference of KIPS
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    • 2024.10a
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    • pp.1008-1009
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    • 2024
  • 항만은 대규모 화물 처리와 물류 이동의 중심지로, 복잡한 작업 절차와 다수의 인력 및 장비가 투입되기 때문에 높은 수준의 안전 관리가 필요하다. 기존 항만 안전 시스템은 보안 인력과 고정형 CCTV 를 통해 감시가 이루어지나, 고정된 시야와 높은 인력 비용으로 인한 한계가 존재한다. 본 연구는 군집 드론을 활용하여 작업자의 안전 준수 여부를 실시간으로 식별·감지하는 시스템을 개발하고, 항만과 유사한 환경을 시뮬레이션을 구축하여 교차 검증 및 적용 가능성을 평가한다. 이를 통해 항만 안전 관리의 효율성을 극대화하고 작업자의 안전을 강화하는 새로운 방안을 제시한다.

Extraction of Human Body Using Hybrid Silhouette Extraction Method in Intelligent Robot System (지능형 로봇 시스템에서 하이브리드 실루엣 추출 방법을 이용한 인간의 몸 추출)

  • Kim Moon Hwan;Joo Young Hoon;Park Jin Bae;Cho Young Jo;Chi Su Young;Kim Hye Jin
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 2005.11a
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    • pp.257-260
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    • 2005
  • This paper discusses a human body extraction method for mobile robot system. The skeleton features are used to analyze human motion and pose estimation. The intelligent robot system requires more robust silhouette extraction method because it has internal vibration and low resolution. The new hybrid silhouette extraction method is proposed to overcome this constrained environment. Finally, the experimental results show the superiority of the Proposed method.

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Hardware-In-The-Loop Simulation (HILS) Based Design and Robustness Evaluation of an Intelligent Gantry Crane System

  • ;Jalani, Jamaludin
    • 제어로봇시스템학회:학술대회논문집
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    • 2005.06a
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    • pp.1729-1734
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    • 2005
  • The use of gantry crane systems for transporting payload is very common in industrial application. However, moving the payload using the crane is not an easy task especially when strict specifications on the swing angle and on the transfer time need to be satisfied. To overcome this problem, this paper describes development of an intelligent gantry crane system based on the mechatronic design. A lab-scale gantry crane is designed and then its intelligent controllers are developed. Fuzzy logic controllers are adopted, designed and implemented for controlling payload position as well as the swing angle of the gantry crane. The performance of the intelligent gantry crane system is evaluated on a hardware-in-the-loop simulation (HILS) environment. Moreover robustness of the proposed system is also evaluated. The result shows that the intelligent gantry crane system designed based on the mechatronic design approach has better performance compared with the automatic gantry crane system controlled by classical PID controllers. Moreover simulation result shows that the intelligent gantry crane system is more robust to parameter variation than the automatic gantry crane system.

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A Study on an Extended Knowledge Model and a Management System of an Intelligent CAD System using UG/KF (UG/KF를 이용한 지능형 CAD 시스템의 지식 확장 및 지식 관리에 관한 연구)

  • Bae I.J.;Lee S.H.;Chun H.J.
    • Korean Journal of Computational Design and Engineering
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    • v.10 no.1
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    • pp.49-60
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    • 2005
  • Existing CAD systems have configured geometry data and it is necessary to extend the configured geometry into a knowledge-based system. An intelligent CAD system emerged to provide such a knowledge-based system. However the intelligent CAD system has a limited product model to represent various knowledge models. This paper presents a model, called extended intelligent CAD model, which can extend the product model of the intelligent CAD system into further detailed knowledge model. The extended intelligent CAD model includes a whole design process knowledge and an efficiency of the model has been verified via a knowledge based wiper design system. The model can improve the functionality and efficiency of the existing CAD systems.

A Concept Model Design of a Home Automation System Using Intelligent Mobile Robot (지능형 이동 로봇을 이용한 홈오토메이션 시스템 모델 제안 및 구현)

  • Ahn Ho Seok;Choi Jin Young
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 2005.04a
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    • pp.221-224
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    • 2005
  • This paper proposes the system model that is more efficient and active than formal home automation system and it can conquer the limits of formal one using intelligent mobile robot. This system uses specialized intelligent mobile robot for home environment and the robot moves around home instead of human. We call the system model to HAuPIRS (Home Automation system using PDA based Intelligent Robot System). HAuPIRS control architecture is composed three parts and each part is User Level, Cognitive Level, Executive Level. It is easy to use system and possible to extend the home apparatusfrom new technology. We made the PBMoRo System (PDA Based Mobile Robot System) based on HAuPIRS architecture and verified the efficiency of the system model.

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Human Centered Robot for Mutual Interaction in Intelligent Space

  • Jin Tae-Seok;Hashimoto Hideki
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • v.5 no.3
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    • pp.246-252
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    • 2005
  • Intelligent Space is a space where many sensors and intelligent devices are distributed. Mobile robots exist in this space as physical agents, which provide human with services. To realize this, human and mobile robots have to approach each other as much as possible. Moreover, it is necessary for them to perform interactions naturally. It is desirable for a mobile robot to carry out human affinitive movement. In this research, a mobile robot is controlled by the Intelligent Space through its resources. The mobile robot is controlled to follow walking human as stably and precisely as possible. In order to follow a human, control law is derived from the assumption that a human and a mobile robot are connected with a virtual spring model. Input velocity to a mobile robot is generated on the basis of the elastic force from the virtual spring in this model. And its performance is verified by the computer simulation and the experiment.

Design of Intelligent Filter for Telerobotic System

  • Gaponov, Igor;Cho, Byun-Chan;Choi, Seong-Joo
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • v.8 no.2
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    • pp.100-104
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    • 2008
  • In this paper, intelligent filtering methodology for masterarm translation signal is proposed. Fidelity and stability are contradicting factors in teleoperation. Human hand trembling filtering is one of the problems in telemanipulation field. During every operation the hand has a certain vibration that can affect the quality of teleoperation, especially in carrying FPD (Flat Panel for Display), nanomanipuation and other precise tasks. It is very important to study the kinesthetic perception of the human and to optimize the teleoperation system accordingly. To cancel out the influence of human's hand vibration the signal from the masterarm should be filtered. One of the feasible solutions is to use an intelligent filter based on fuzzy logic, which is a very flexible instrument. Applying intelligent filtering methodology, we can use some heuristic methods to solve the filtering problem.

A Study on Strategies for Obtaining Certification in the Revised Assessment Standards on Intelligent Building Certification System - Focused on Assessment Standards for Office Building Projects - (국내 지능형건축물 인증제도 평가기준의 개정에 따른 인증전략에 관한 연구 - 업무시설 인증기준 중심으로 -)

  • Choi, Yeo-Jin;Lhee, Sang-Choon
    • KIEAE Journal
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    • v.12 no.3
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    • pp.77-82
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    • 2012
  • With developments of architectural and information technologies at the knowledge-information oriented society in the 21st century, there are the needs on intelligent buildings equipped with advanced systems to integrate both technologies. The intelligent building means a smart building which provides comfortable environments, realizes fast and speed information and telecommunication network services, and maximizes work productivities by adopting various systems suitable to uses, sizes, and functions of buildings. In order to meet these needs of the times, the domestic intelligent building certification system has been enforced in 2006. Recently, the intelligent building certification system was newly revised for revitalizing the spread of intelligent buildings. Thus, this paper investigates rating criteria and assessment standards of the new certification system focused on office building projects and suggests strategies for obtaining certifications by analyzing cases which were certified on the previous version of the system.

Introducing the Concept of Intelligent Financial Inclusion

  • Anam Yasir;Alia Ahmed
    • International Journal of Computer Science & Network Security
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    • v.23 no.4
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    • pp.103-110
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    • 2023
  • Financial inclusion is the safe and timely access of formal financial services to people at affordable costs. Various barriers of legacy financial system hinder the involvement of all segments of populations in the financial sector. The journey from financial exclusion to financial inclusion has to be achieved with the implementation of technological breakthroughs. Covid-19 has also raised the need for technology in all sectors of the economy. This research paper introduces the concept of intelligent financial inclusion which is the provision of financial services to people with the help of intelligent systems. This intelligent system will take the concepts from the human mind, cognitive sciences, and artificial intelligence tools and techniques. For achieving the optimal level of financial inclusion, economies must shift their financial sector from traditional means to intelligent financial systems. In this way, intelligent financial inclusion will achieve the target of involving all people in the financial sector.

Research on Intelligent Combat Robot System as a Game-Changer in Future Warfare

  • Byung-Hyo Park;Sang-Hyuk Park
    • International Journal of Advanced Culture Technology
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    • v.11 no.4
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    • pp.328-332
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    • 2023
  • The Army has presented eight game-changers for future warfare through 'Army Vision 2050,' including Intelligent Combat Robots, Super Soldiers, Energy Weapons, Hypersonic Weapons, Non-lethal Weapons, Autonomous Mobile Equipment, Intelligent Command and Control Systems, and Energy Supply Systems. This study focuses on Intelligent Combat Robots, considering them as the most crucial element among the mentioned innovations. How will Intelligent Combat Robots be utilized on the future battlefield? The future battlefield is expected to take the form of combined human-robot warfare, where advancements in science and technology allow intelligent robots to replace certain human roles. Especially, tasks known as Dirty, Difficult, Dangerous, and Dull (4D) in warfare are expected to be assigned to robots. This study suggests three forms of Intelligent Robots: humanoid robots, biomimetic robots, and swarm drones.