• 제목/요약/키워드: Intelligent manufacturing system

검색결과 361건 처리시간 0.033초

Global Sliding Mode Control based on a Hyperbolic Tangent Function for Matrix Rectifier

  • Hu, Zhanhu;Hu, Wang;Wang, Zhiping;Mao, Yunshou;Hei, Chenyang
    • Journal of Power Electronics
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    • 제17권4호
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    • pp.991-1003
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    • 2017
  • The conventional sliding mode control (CSMC) has a number of problems. It may cause dc output voltage ripple and it cannot guarantee the robustness of the whole system for a matrix rectifier (MR). Furthermore, the existence of a filter can decrease the input power factor (IPF). Therefore, a novel global sliding mode control (GSMC) based on a hyperbolic tangent function with IPF compensation for MRs is proposed in this paper. Firstly, due to the reachability and existence of the sliding mode, the condition of the matrix rectifier's robustness and chattering elimination is derived. Secondly, a global switching function is designed and the determination of the transient operation status is given. Then a SMC compensation strategy based on a DQ transformation model is applied to compensate the decreasing IPF. Finally, simulations and experiments are carried out to verify the correctness and effectiveness of the control algorithm. The obtained results show that compared with CSMC, applying the proposed GSMC based on a hyperbolic tangent function for matrix rectifiers can achieve a ripple-free output voltage with a unity IPF. In addition, the rectifier has an excellent robust performance at all times.

Adaptive-and-Resolvable Fractional Repetition Codes Based on Hypergraph

  • Tiantian Wang;Jing Wang;Haipeng Wang;Jie Meng;Chunlei Yu;Shuxia Wang
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제17권4호
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    • pp.1182-1199
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    • 2023
  • Fractional repetition (FR) codes can achieve exact uncoded repair for multiple failed nodes, with lower computational complexity and bandwidth overhead, and effectively improve repair performance in distributed storage systems (DSS). The actual distributed storage system is dynamic, that is, the parameters such as node storage overhead and number of storage nodes will change randomly and dynamically. Considering that traditional FR codes cannot be flexibly applied to dynamic distributed storage systems, a new construction scheme of adaptive-and-resolvable FR codes based on hypergraph coloring is proposed in this paper. Specifically, the linear uniform regular hypergraph can be constructed based on the heuristic algorithm of hypergraph coloring proposed in this paper. Then edges and vertices in hypergraph correspond to nodes and coded packets of FR codes respectively, further, FR codes is constructed. According to hypergraph coloring, the FR codes can achieve rapid repair for multiple failed nodes. Further, FR codes based on hypergraph coloring can be generalized to heterogeneous distributed storage systems. Compared with Reed-Solomon (RS) codes, simple regenerating codes (SRC) and locally repairable codes (LRC), adaptive-and-resolvable FR codes have significant advantages over repair locality, repair bandwidth overhead, computational complexity and time overhead during repairing failed nodes.

A Study on Technique of Navigation with Power-Reflected of the Walker in the Indoor Environment

  • Kim, Min-Sik;Kwon, Hyouk-Gil;Ryu, Je-Goon;Shim, Hyeon-Min;Lee, Eung-Hyuk;Shim, Jea-Hong;Lee, Sang-Moo
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2005년도 ICCAS
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    • pp.957-962
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    • 2005
  • Today, the elderly is increasing gradually in the Republic of Korea society and this problem will be more serious in the near future. Therefore, engineering support for aged people is required. We are establishing a new field of healthcare engineering for elderly people and aiming to support for aged people and disabled people using adaptive control and instrument technology. In this paper, the goal is to implement the shared control of a robot mobility aid for the elderly. As using this type of assistive technology to be useful by its intended user community, it supports elderly people and handicapped people to live independently in their private homes. The interface transforms the force applied by the user into the robot's motion. Devices like buttons, joysticks, and levers already exist for relaying user input; however, they require hand displacement that would loosen or otherwise release the user's hold. Such interfaces make operation very difficult and potentially unsafe. Therefore, we propose a shared control system. It's safe more than joysticks and buttons. The shared control is a means of registering the user's intention through physical interaction. It's an important component in the development of robotic elderly assistant. The concept of shared control describes a system which is two or more independent control systems. We are using that the three component blocks consist of pressure sensor (flexible force sensor), circuit of measurement and transfer function. Experimental trials of this paper have been tested at the indoor environment. The robot is able to know the user intended direction through haptic device were logged along with the robot's force sensor.

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IIoT 기반한 핵심유틸리티의 유지보수 최적화를 위한 공동 활용 시스템 (A Repository Utilization System to optimize maintenance of IIoT-based main point Utilities)

  • 이병옥;이건우;김영곤
    • 한국인터넷방송통신학회논문지
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    • 제21권5호
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    • pp.89-94
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    • 2021
  • 최근 제조업에서 경쟁력 향상을 위해 IIoT/ICT를 적용한 지능형 생산 공정을 많이 도입하고 있으며, 공기압출기에서 수집한 데이터를 이용한 예방 조치로 가용성 유지, 생산성 향상 및 관리비용을 최적화하는 시스템이 필요하다. 따라서, 본 연구에서는 전용 컨트롤 보드를 개발하고, 이를 원격으로 모니터링하기 위한 LoRa 통신 모듈을 적용하여 클라우드 서버에서 공기압축기에 대한 정보를 통합 수집 및 관리하였으며, 통합된 정보를 모든 운용자 및 관리자가 실시간으로 공통된 자료를 활용하도록 하였다. 이를 통해, M/S의 단계를 획기적으로 줄이고, 시스템 운용 가용성을 증대하였으며, 로컬 서버 운용 부담을 줄였다. 시스템 장애 상태를 공유함으로 유지보수 지연시간을 획기적으로 줄였으며, 유지보수 직원의 유선 및 모바일 활용으로 실시간 상태 감지를 제공, 비용과 공간적 문제를 획기적으로 개선하였다.

임베디드 커패시터로의 응용을 위해 상온에서 RF 스퍼터링법에 의한 증착된 bismuth magnesium niobate 다층 박막의 특성평가 (The characteristics of bismuth magnesium niobate multi layers deposited by sputtering at room temperature for appling to embedded capacitor)

  • 안준구;조현진;유택희;박경우;웬지긍;허성기;성낙진;윤순길
    • 한국전기전자재료학회:학술대회논문집
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    • 한국전기전자재료학회 2008년도 하계학술대회 논문집 Vol.9
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    • pp.62-62
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    • 2008
  • As micro-system move toward higher speed and miniaturization, requirements for embedding the passive components into printed circuit boards (PCBs) grow consistently. They should be fabricated in smaller size with maintaining and even improving the overall performance. Miniaturization potential steps from the replacement of surface-mount components and the subsequent reduction of the required wiring-board real estate. Among the embedded passive components, capacitors are most widely studied because they are the major components in terms of size and number. Embedding of passive components such as capacitors into polymer-based PCB is becoming an important strategy for electronics miniaturization, device reliability, and manufacturing cost reduction Now days, the dielectric films deposited directly on the polymer substrate are also studied widely. The processing temperature below $200^{\circ}C$ is required for polymer substrates. For a low temperature deposition, bismuth-based pyrochlore materials are known as promising candidate for capacitor $B_2Mg_{2/3}Nb_{4/3}O_7$ ($B_2MN$) multi layers were deposited on Pt/$TiO_2/SiO_2$/Si substrates by radio frequency magnetron sputtering system at room temperature. The physical and structural properties of them are investigated by SEM, AFM, TEM, XPS. The dielectric properties of MIM structured capacitors were evaluated by impedance analyzer (Agilent HP4194A). The leakage current characteristics of MIM structured capacitor were measured by semiconductor parameter analysis (Agilent HP4145B). 200 nm-thick $B_2MN$ muti layer were deposited at room temperature had capacitance density about $1{\mu}F/cm^2$ at 100kHz, dissipation factor of < 1% and dielectric constant of > 100 at 100kHz.

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Development of Micro-Tubular Perovskite Cathode Catalyst with Bi-Functionality on ORR/OER for Metal-Air Battery Applications

  • Jeon, Yukwon;Kwon, Ohchan;Ji, Yunseong;Jeon, Ok Sung;Lee, Chanmin;Shul, Yong-Gun
    • Korean Chemical Engineering Research
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    • 제57권3호
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    • pp.425-431
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    • 2019
  • As rechargeable metal-air batteries will be ideal energy storage devices in the future, an active cathode electrocatalyst is required with bi-functionality on both oxygen reduction reaction (ORR) and oxygen evolution reaction (OER) during discharge and charge, respectively. Here, a class of perovskite cathode catalyst with a micro-tubular structure has been developed by controlling bi-functionality from different Ru and Ni dopant ratios. A micro-tubular structure is achieved by the activated carbon fiber (ACF) templating method, which provides uniform size and shape. At the perovskite formula of $LaCrO_3$, the dual dopant system is successfully synthesized with a perfect incorporation into the single perovskite structure. The chemical oxidation states for each Ni and Ru also confirm the partial substitution to B-site of Cr without any changes in the major perovskite structure. From the electrochemical measurements, the micro-tubular feature reveals much more efficient catalytic activity on ORR and OER, comparing to the grain catalyst with same perovskite composition. By changing the Ru and Ni ratio, the $LaCr_{0.8}Ru_{0.1}Ni_{0.1}O_3$ micro-tubular catalyst exhibits great bi-functionality, especially on ORR, with low metal loading, which is comparable to the commercial catalyst of Pt and Ir. This advanced catalytic property on the micro-tubular structure and Ru/Ni synergy effect at the perovskite material may provide a new direction for the next-generation cathode catalyst in metal-air battery system.

Development of Edge Cloud Platform for IoT based Smart Factory Implementation

  • Kim, Hyung-Sun;Lee, Hong-Chul
    • 한국컴퓨터정보학회논문지
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    • 제24권5호
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    • pp.49-58
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    • 2019
  • In this paper, we propose an edge cloud platform architecture for implementing smart factory. The edge cloud platform is one of edge computing architecture which is mainly focusing on the efficient computing between IoT devices and central cloud. So far, edge computing has put emphasis on reducing latency, bandwidth and computing cost in areas like smart homes and self-driving cars. On the other hand, in this paper, we suggest not only common functional architecture of edge system but also light weight cloud based architecture to apply to the specialized requirements of smart factory. Cloud based edge architecture has many advantages in terms of scalability and reliability of resources and operation of various independent edge functions compare to typical edge system architecture. To make sure the availability of edge cloud platform in smart factory, we also analyze requirements of smart factory edge. We redefine requirements from a 4M1E(man, machine, material, method, element) perspective which are essentially needed to be digitalized and intelligent for physical operation of smart factory. Based on these requirements, we suggest layered(IoT Gateway, Edge Cloud, Central Cloud) application and data architecture. we also propose edge cloud platform architecture using lightweight container virtualization technology. Finally, we validate its implementation effects with case study. we apply proposed edge cloud architecture to the real manufacturing process and compare to existing equipment engineering system. As a result, we prove that the response performance of the proposed approach was improved by 84 to 92% better than existing method.

주유기 유량 변조방지를 위한 주유기 엔코더 신호 펄스 파형 모니터링 및 정량확인 시스템 개발 (Development of monitoring system and quantitative confirmation device technology to prevent counterfeiting and falsification of meters)

  • 박규백;이정우;임동욱;김지훈;박정래;하석재
    • Design & Manufacturing
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    • 제16권1호
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    • pp.55-61
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    • 2022
  • As meters become digital and smart, energy data such as electricity, gas, heat, and water can be accurately and efficiently measured with a smart meter, providing consumers with data on energy used, so that real-time demand response and energy management services can be utilized. Although it is developing from a simple metering system to a smart metering industry to create a high value-added industry fused with ICT, illegal counterfeiting of electronic meters is causing problems in intelligent crimes such as manipulation and hacking of SW. The meter not only allows forgery of the meter data through arbitrary manipulation of the SW, but also leaves a fatal error in the metering performance, so that the OIML requires the validation of the SW from the authorized institution. In order to solve this problem, a quantitative confirmation device was developed in order to eradicate the act of cheating the fuel oil quantity through encoder pulse operation and program modulation, etc. In order to prevent the act of deceiving the lubricator, a device capable of checking pulse forgery was developed, manufactured, and verified. In addition, the performance of the device was verified by conducting an experiment on the meter being used in the actual field. It is judged that the developed quantitative confirmation device can be applied to other flow meters other than lubricators, and in this case, accurate measurement can be induced.

스마트팩토리 PLC 데이터 수집을 위한 Modbus 통신 설계 및 구현 (Design and Implementation of Modbus Communications for Smart Factory PLC Data Collection)

  • 한진석;유재수
    • 한국콘텐츠학회논문지
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    • 제21권4호
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    • pp.77-87
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    • 2021
  • 스마트팩토리는 제조생산 전 과정이 디지털 자동화 솔루션으로 결합돼 생산성 및 품질, 그리고 고객만족도를 향상시키는 지능형 공장으로 스스로 제어할 수 있는 공장을 말한다. 독일, 유럽, 미국 등을 중심으로 전세계 제조 산업에서 급속도로 변화하고 있다. 우리 정부도 이러한 변화에 대응하기 위해 중소중견기업을 위한 스마트팩토리 보급확산 정책을 펼치고 있으며 산업자원통상부, 중소벤처기업부, 중소기업기술정보진흥원, 각 지역 테크노파크 등 관계부처 및 기관들과 삼성, SK, LG 등 대기업들이 스마트팩토리 지원 사업에 적극적인 투자를 하며 제조 스마트화에 나서고 있다[1]. 공장자동화(Factory Automation, FA) 구축에는 이기종 장비의 연결에 대해 많은 이슈들이 있다. 다양한 장비로부터의 다양한 통신 구성이 가장 힘든 측면이 그 이유이다. 같은 회사 제품들로만 구성되거나 표준안이 존재하면 모르겠지만, 오래된 장비와 최신의 장비, 사용 환경도 제각각인 장비들이 일련의 통신을 통해 통합 구축을 하려니 구축하기가 쉽지 않다. 이런 문제점을 해결하기위한 방법으로 전 세계적으로 널리 보급되어 있는 자동화 프로토콜의 하나이고, 대표적인 설비 제어시스템인 PLC의 수많은 공업 기기에서 통신표준으로 사용하고 있는 FieldBus중 하나인 Modbus를 이용하여 통신 하는 방안을 제시하고자 한다.

엣지 시스템을 위한 LSTM 기반 화재 및 악취 예측 모델 (LSTM-based Fire and Odor Prediction Model for Edge System)

  • 윤주상;이태진
    • 정보처리학회논문지:컴퓨터 및 통신 시스템
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    • 제11권2호
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    • pp.67-72
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    • 2022
  • 최근 인공지능을 활용한 다양한 지능형 응용서비스 개발이 활발히 진행 중이다. 특히, 제조 산업 현장에서는 인공지능 기반 실시간 예측서비스 연구가 활발히 진행 중이며 이중 화재 및 악취를 감지·예측할 수 있는 인공지능 서비스에 대한 요구가 매우 높다. 하지만 기존 감지·예측시스템은 화재 및 악취 발생 예측이 아닌 발생 후 감지 서비스가 대부분이다. 이는 인공지능 기반 예측서비스 기술이 적용되어 있지 않기 때문이다. 또한, 화재 예측 및 악취 감지·예측서비스는 초저지연 특징을 가진 서비스이다. 따라서 초저지연 예측서비스를 제공하기 위해 엣지 컴퓨팅 기술이 인공지능 모델과 결합되어 클라우드에 비해 빠른 추론 결과를 현장에 빠르게 적용할 수 있도록 개발 중이다. 따라서 본 논문에서는 제조 산업 현장에서 가장 많이 요구되는 화재 예측 및 악취 감지·예측에 사용할 수 있는 LSTM 알고리즘 기반 학습모델을 제안한다. 또한, 제안하는 학습모델은 엣지 다바이스에 구현이 가능하도록 설계하였으며 사물인터넷 단말로부터 실시간 센서데이터를 수신하고 이 데이터를 추론 모델에 적용하여 화재 및 악취 상태를 실시간으로 예측할 수 있도록 제안한다. 제안된 모델은 3가지 성능 지표를 통해 학습모델의 예측 정확도를 평가하였으며 평가 결과는 평균 90% 이상 성능을 보였다.