• Title/Summary/Keyword: system uncertainty

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Blockchain and IoT Integrated Banana Plant System

  • Geethanjali B;Muralidhara B.L.
    • International Journal of Computer Science & Network Security
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    • v.24 no.2
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    • pp.155-157
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    • 2024
  • Internet of Things (IoT) integrated with the Blockchain is the state of the art for keen cultivation and agriculture. Recently the interest in agribusiness information is enlarging owing to the fact of commercializing the smart farming technology. Agribusiness information are known to be untidy, and experts are worried about the legitimacy of information. The blockchain can be a potential answer for the expert's concern on the uncertainty of the agriculture data. This paper proposes an Agri-Banana plant system using Blockchain integrated with IoT. The system is designed by employing IoT sensors incorporated with Hyperledger fabric network, aims to provide farmers with secure storage for preserving the large amounts of IoT and agriculture data that cannot be tampered with. A banana smart contract is implemented between farmer peer and buyer peer of two different organizations under the Hyperledger fabric network setup aids in secure transaction of transferring banana from farmer to buyer.

Development of Water Supply System under Uncertainty

  • Chung, Gun-Hui;Kim, Tae-Woong;Kim, Joong-Hoon
    • Proceedings of the Korea Water Resources Association Conference
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    • 2009.05a
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    • pp.2179-2183
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    • 2009
  • As urbanization is progressed, the network for distributing water in a basin become complex due to the spatial expansion and parameter uncertainties of water supply systems. When a long range water supply plan is determined, the total construction and operation cost has to be evaluated with the system components and parameter uncertainties as many as possible. In this paper, the robust optimization approach of Bertsimas and Sim is applied in a hypothetical system to find a solution which remains feasible under the possible parameter uncertainties having the correlation effect between the uncertain coefficients. The system components to supply, treatment, and transport water are included in the developed water supply system and construction and expansion of the system is allowed for a long-range period. In this approach, the tradeoff between system robustness and total cost of the system is evaluated in terms of the degree of conservatism which can be converted to the probability of constraint violation. As a result, the degree of conservatism increases, the total cost is increased due to the installation of large capacity of treatment and transportation systems. The applied robust optimization technique can be used to determine a long-range water supply plan with the consideration of system failure.

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An Integrated Fault Diagnosis System for Power System Devices using Meta-inference and Fuzzy Reasoning (메타-인퍼런스와 퍼지추론을 이용한 송변전 설비의 통합 고장진단 전문가 시스템)

  • 이흥재;임찬호;김광원
    • Journal of the Korean Institute of Illuminating and Electrical Installation Engineers
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    • v.12 no.2
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    • pp.38-44
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    • 1998
  • This paper presents an integrated fault diagnosis expert system to assist SCADA operators in local control centers which controls unmanned distribution substations in a power system. The proposed system diagnoses various faults occurred in both substation devices and transmission devices. The system can be easily installed without disturbing main SCADA system. The system simply shares the dynamic information including alarms with main SCADA using dual data link interface. And the proposed expert system utilizes the fuzzy reasoning process in order to consider the uncertainty factor. The system is developed using a low cost personal computer owing to the special modular programming and the meta-inf!'lrence structure. Case studies showed a promising possibility.bility.

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Diagnosis by Rough Set and Information Theory in Reinforcing the Competencies of the Collegiate (러프집합과 정보이론을 이용한 대학생역량강화 진단)

  • Park, In-Kyoo
    • Journal of Digital Convergence
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    • v.12 no.8
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    • pp.257-264
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    • 2014
  • This paper presents the core competencies diagnosis system which targeted our collegiate students in an attempt to induce the core competencies for reinforcing the learning and employment capabilities. Because these days data give rise to a high level of redundancy and dimensionality with time complexity, they are more likely to have spurious relationships, and even the weakest relationships will be highly significant by any statistical test. So as to address the measurement of uncertainties from the classification of categorical data and the implementation of its analytic system, an uncertainty measure of rough entropy and information entropy is defined so that similar behaviors analysis is carried out and the clustering ability is demonstrated in the comparison with the statistical approach. Because the acquired and necessary competencies of the collegiate is deduced by way of the results of the diagnosis, i.e. common core competencies and major core competencies, they facilitate not only the collegiate life and the employment capability reinforcement but also the revitalization of employment and the adjustment to college life.

Development of an Electronic Starting Controller for Starting Motor of Packaged Power Systems (이동식발전설비의 기동전동기용 전자식 시동 제어장치 개발)

  • Kim, Jong-Su;Yoon, Kyoung-Kuk;Seo, Dong-Hoan
    • Journal of Advanced Marine Engineering and Technology
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    • v.36 no.5
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    • pp.700-706
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    • 2012
  • The core technology of a starting device in the packaged power system is the pinion gear shifting device and to limit the initial starting voltage. Although the conventional products have been used the starting controller using mechanical contactor, these have a big problem such as the uncertainty for the start of starting motor after a pinion gear is completely shifted or the arc demage due to high current. In this study, in order to solve these problems, we designed and fabricated a new product to achieve the safety and reliability as follows: the pinion gear-shifting control circuits to eliminate the uncertainty of the start, the starting control system using semiconductor device to prevent the arc demage of contactor caused by high current, a start safety devices for soft starting of series motor. In addition, we obtained the electrical safety by separating the pinion gear control circuit and the source circuit of motor.

The Public Policy Ground for Refusing Enforcement of Arbitral Awards and Rule of Law in Chinese (중국에 있어서 외국중재판정의 승인 및 집행 거절 사유인 공서와 법의 지배)

  • Kim, Sun-Jeong
    • Journal of Arbitration Studies
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    • v.18 no.3
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    • pp.23-50
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    • 2008
  • In a global economy where, private parties increasingly favour arbitration over litigation, many foreigners are unfortunately reluctant to arbitration with China's parties because the China national courts do not scrutinize the merits when deciding whether to recognize and enforce foreign awards. As a result, the finality of arbitral awards hangs in uncertainty. Overseas concern is that China's courts may abuse "Public Policy" grounds provided for in the New York Convention to set aside or refuse to enforce foreign awards. The purpose of this article is to examine the distrust to enforcement of arbitral awards whether that is just an assumption. In spite of the modernize and internationalize her international arbitration system and many reforms provided in the related law and rules, the most vexing leftover issues are caused of the lack of "rule of law" in China. This situation imply the risk of pervert 'Public Policy' as the ground for refusing enforcement of arbitral awards. Some cases reflect the fear. But it is unclear whether those cases caused from the lack of "rule of law" in China. Same uncertainty present between Hon Kong-China under th one country-two legal system after the return of Hong Kong to China on 1 July 1997. While China is striving to improve its enforcement mechanism in regard to the enforcement of arbitral awards, it can only be expect following the establishment of rule of law in the future.

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Moderating roles of strategy suitability factors between enterprise characteristics and IT adoption performance (전략의 적합성 요인이 기업특성 요인과 정보기술 도입성과 간에 미치는 조절적 역할)

  • Lim, Kil-Jae;Yi, Seon-Gyu
    • Journal of the Korea Society of Computer and Information
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    • v.20 no.4
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    • pp.119-130
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    • 2015
  • This study empirically analyzed at domestic manufacturing and service firms to find any moderating effects of enterprise management strategies and information-oriented development strategies between enterprise characteristic factors and IT adoption performance. Task characteristics were analyzed based on information provision extent, system quality and perceived effects while environmental characteristics based on competition extent, external pressure, environmental uncertainty, etc. As a result it was found that strategic suitability factors had a moderating effect between adoption performance and task characteristic variables such as system quality and perceived effect, environmental characteristics such as competition level, external pressure and environmental uncertainty. However, strategy suitability was found not to have any moderating role between task characteristic information provision extent and adoption performance. These findings indicate that enterprises need to plan and implement corporate management strategies and information-oriented development strategies in close coordination for new IT adoption and spread.

Lateral Control of High Speed Flight Based on Type-2 Fuzzy Logic (Type-2 Fuzzy logic에 기반 한 고속 항공기의 횡 운동 제어)

  • Song, Jin-Hwan;Jeon, Hong-Tae
    • Journal of the Korean Institute of Intelligent Systems
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    • v.23 no.5
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    • pp.479-486
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    • 2013
  • There exist two major difficulties in developing flight control system: nonlinear dynamic characteristics and time-varying properties of parameters of aircraft. Instead of the difficulties, many high reliable and efficient control methodologies have been developed. But, most of the developed control systems are based on the exact mathematical modelling of aircraft and, in the absence of such a model, it is very difficult to derive performance, robustness and nominal stability. From these aspects, recently, some approaches to utilizing the intelligent control theories such as fuzzy logic control, neural network and genetic algorithm have appeared. In this paper, one advanced intelligent lateral control system of a high speed fight has been developed utilizing type-2 fuzzy logic, which can deduce the uncertainty problem of the conventional fuzzy logic. The results will be verified through computer simulation.

State Feedback Control for Model Matching Inclusion of Asynchronous Sequential Machines with Model Uncertainty (모델 불확실성을 가진 비동기 순차 머신의 모델 정합 포함을 위한 상태 피드백 제어)

  • Yang, Jung-Min;Park, Yong-Kuk
    • Journal of the Institute of Electronics Engineers of Korea SC
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    • v.47 no.4
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    • pp.7-14
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    • 2010
  • Stable-state behaviors of asynchronous sequential machines represented as finite state machines can be corrected by feedback control schemes. In this paper, we propose a state feedback control scheme for input/state asynchronous machines with uncertain transitions. The considered asynchronous machine is deterministic, but its state transition function is partially known due to model uncertainty or inner logic errors. The control objective is to compensate the behavior of the closed-loop system so that it matches a sub-behavior of a prescribed model despite uncertain transitions. Furthermore, during the execution of corrective action, the controller reflects the exact knowledge of transitions into the next step, i.e., the range of the behavior of the closed-loop system can be enlarged through learning. The design procedure for the proposed controller is described in a case study.

Development of One Day-Ahead Renewable Energy Generation Assessment System in South Korea (우리나라 비중앙급전발전기의 하루전 출력 예측시스템 개발)

  • Lee, Yeon-Chan;Lim, Jin-Taek;Oh, Ung-Jin;N.Do, Duy-Phuong;Choi, Jae-Seok;Kim, Jin-Su
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.64 no.4
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    • pp.505-514
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    • 2015
  • This paper proposes a probabilistic generation assessment model of renewable energy generators(REGs) considering uncertainty of resources, mainly focused on Wind Turbine Generator(WTG) and Solar Cell Generator(SCG) which are dispersed widely in South Korea The proposed numerical analysis method assesses the one day-ahead generation by combining equivalent generation characteristics function and probabilistic distribution function of wind speed(WS) and solar radiation(SR) resources. The equivalent generation functions(EGFs) of the wind and solar farms are established by grouping a lot of the farms appropriately centered on Weather Measurement Station(WMS). First, the EGFs are assessed by using regression analysis method based on typical least square method from the recorded actual generation data and historical resources(WS and SR). Second, the generation of the REGs is assessed by adding the one day-ahead resources forecast, announced by WMS, to the EGFs which are formulated as third order degree polynomials using the regression analysis. Third, a Renewable Energy Generation Assessment System(REGAS) including D/B of recorded actual generation data and historical resources is developed using the model and algorithm predicting one day-ahead power output of renewable energy generators.