• Title/Summary/Keyword: Temporal/spatial flexibility

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Comparison of Multivariate CUSUM Charts Based on Identification Accuracy for Spatio-temporal Surveillance (시공간 탐지 정확성을 고려한 다변량 누적합 관리도의 비교)

  • Lee, Mi Lim
    • Journal of Korean Society for Quality Management
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    • v.43 no.4
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    • pp.521-532
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    • 2015
  • Purpose: The purpose of this study is to compare two multivariate cumulative sum (MCUSUM) charts designed for spatio-temporal surveillance in terms of not only temporal detection performance but also spatial detection performance. Method: Experiments under various configurations are designed and performed to test two CUSUM charts, namely SMCUSUM and RMCUSUM. In addition to average run length(ARL), two measures of spatial identification accuracy are reported and compared. Results: The RMCUSUM chart provides higher level of spatial identification accuracy while two charts show comparable performance in terms of ARL. Conclusion: The RMCUSUM chart has more flexibility, robustness, and spatial identification accuracy when compared to those of the SMCUSUM chart. We recommend to use the RMCUSUM chart if control limit calibration is not an urgent task.

Development of GRld-eased Soil MOsture Routing Model (GRISMORM) Applied to Bocheongchun Watershed (격자기반의 토양수분추적표형 개발 : 보청천 유역 사례연구)

  • 김성준;채효석
    • Spatial Information Research
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    • v.7 no.1
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    • pp.39-48
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    • 1999
  • A GRId-based Soil MOsture Routing Model(GRISMORM) which predicts temporal variation and spatial distribution of water balance on a daily time step for each grid element of the watershed was developed. The model was programmed by C-language which aims for high flexibility to any kind of GIS softwares. The model uses ASCII-formatted map data supported by the irregular gridded map of the GRASS(Geographic Resources Analysis Support System)-GIS and generates daily or monthly spatial distribution map of water balance components within the watershed. The model was applied to Ipyunggyo watershed(75.6$km^2$) ; the part of Bocheongchun watershed. Predicted streamflows resulting from two years(95 and 96) daily data were compared with those observed at the watershed outlet. The results of temporal variation and spatial distribution of soil moisture are also presented by using GRASS.

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The Role of Job Autonomy Influencing on Creative Behavior in the Smart Work Context (스마트워크에서 직무자율성이 창의적 행위에 미치는 영향)

  • Yong-Young Kim
    • Journal of Industrial Convergence
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    • v.21 no.4
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    • pp.13-22
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    • 2023
  • Due to COVID-19, organizations are rapidly changing the way they work by providing telecommuting and flexible work, and by expanding Smart Work spaces. In a Smart Work situation, workers have improved their job autonomy to choose their work methods, hours, and places. However, previous studies do not reflect the Smart Work situation and there are limitations to still using the previous job autonomy concept and measurements. To overcome these problems, this study derived job autonomy types such as methods, scheduling, criteria, time, and place applicable to Smart Work environments and verified that the five types of job autonomy have a statistically significant positive effect on Smart Workers' creative behavior. This study is meaningful in that it categorized job autonomy into five types applicable to Smart Work by adding temporal and spatial flexibility to the traditional job autonomy concept such as method, scheduling, and criteria autonomy and provided the basis for subdividing and evaluating the operation performance of Smart Work through multi-dimensional job autonomy verification.

An application of the A-PDA model and the water supply performance index for the temporal and spatial evaluation of the performance of emergency water supply plans via interconnections (비상시 용수 연계공급 성능의 시·공간적 평가를 위한 A-PDA 모형 및 공급성능지표의 적용)

  • Oak, SueYeun;Kim, SuRi;Jun, Hwandon
    • Journal of Korea Water Resources Association
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    • v.51 no.11
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    • pp.977-987
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    • 2018
  • The purpose of the water distribution system is gradually changing to increase the flexibility for responding to various abnormal situations. In addition, it is essential to improve resilience through preparing emergency plans against water supply failure. The most efficient way is emergency interconnections which supply water from interconnected adjacent blocks. To operate successful interconnections, it is essential to evaluate the supply performance in spatial and temporal aspects. The spatial and temporal aspects are dominated by its interconnected pipes and interconnected reservoirs respectively. In this study, an emergency interconnection scenario where problem occurred in reservoir 1 at 0:00hr in A city, Korea. An Advanced-Pressure Driven Analysis model was used to simulate the volume and inflow volume of the interconnected reservoirs. Based on the hydraulic analysis results, a multi-dimensional evaluation of the supply performance was conducted by applying possible water supply range indicator (PWSRI) and possible water supply temporal indicator (PWSTI) which are based on fuzzy membership functions. As a result, it was possible to evaluate the supply performance on the sides of consumers in spatio-temporal aspects and to review whether established plans mitigate the damage as intended. It is expected to be used for decision making on structural and non-structural emergency plan to improve the performance of an emergency interconnection.

Hardware Design Useing the SVC (SVC를 이용한 하드웨어 설계)

  • Lee, Jung-Sik;Gil, Dea-Nam;Cheong, Cha-Keon
    • Proceedings of the IEEK Conference
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    • 2008.06a
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    • pp.1029-1030
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    • 2008
  • The Scalable Video Coding(SVC) extention of H.264/AVC standard. SVC based temporal, spatial, snd qualty scalability of video bit streams. In this paper, we will develop C-model program and hardware circuits for the chip design of the SVC decoder. In order to acquire the flexibility of the circuit design and reliability of the hardware system development. In these development, we utilize the results of the C-model program to achieve the independencies of each sub-blocks and check the efficiencies of the circuit design results.

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A Study of Future Office on Postindustrial Society-Hybrid Office- (후기산업사회의 오피스 변화에 관한 연구-복합기능형 오피스-)

  • 민찬홍
    • Korean Institute of Interior Design Journal
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    • no.4
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    • pp.53-60
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    • 1995
  • Recently, much attention is paid on the office design be-cause the real world of work has undergone substantial changes, in both spatial and temporal aspects, due to the in-troduction of data processing technologies and new types of production. Today's renewed objectives of office are to define new physical space for work, to deal with economic and organizational changes. In the period of information, the purpose of an office is to improve the productivity for employers employees the comfort and vitality. Today's intellecture resources are necessary for the development in the modern business. The Hypid office, as an alternative in order to correspond the rapid changes, is proposed to give the space for satisfy-ing the basic desires of a human being-eating, resting and working. Accompanying with flexibility and comfortability, this office should include the space for personal purpose and the space for social purpose. Applying the concept of comfort like at home leads to re-lease a worker's stress from the society of information. The future office which is to enhance the quality of culture by in-tegrating indivisual, domestic and social life should commu-nicate efficiency, movement, energy, transformation.

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Design and Implementation of a Spatial Data Mining System (공간 데이터 마이닝 시스템의 설계 및 구현)

  • Bae, DUck-Ho;Baek, Ji-Haeng;Oh, Hyun-Kyo;Song, Ju-Won;Kim, Sang-Wook;Choi, Myoung-Hoi;Jo, Hyeon-Ju
    • Journal of Korea Spatial Information System Society
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    • v.11 no.2
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    • pp.119-132
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    • 2009
  • Owing to the GIS technology, a vast volume of spatial data has been accumulated, thereby incurring the necessity of spatial data mining techniques. In this paper, we propose a new spatial data mining system named SD-Miner. SD-Miner consists of three parts: a graphical user interface for inputs and outputs, a data mining module that processes spatial mining functionalities, a data storage model that stores and manages spatial as well as non-spatial data by using a DBMS. In particular, the data mining module provides major data mining functionalities such as spatial clustering, spatial classification, spatial characterization, and spatio-temporal association rule mining. SD-Miner has own characteristics: (1) It supports users to perform non-spatial data mining functionalities as well as spatial data mining functionalities intuitively and effectively; (2) It provides users with spatial data mining functions as a form of libraries, thereby making applications conveniently use those functions. (3) It inputs parameters for mining as a form of database tables to increase flexibility. In order to verify the practicality of our SD-Miner developed, we present meaningful results obtained by performing spatial data mining with real-world spatial data.

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Adaptive Interleaved Motion Vector Coding using Motion Characteristics (움직임 특성을 이용한 적응적 교차 움직임 벡터 부-복호화)

  • Won, Kwang-Hyun;Yang, Jung-Youp;Park, Dae-Yun;Jeon, Byeung-Woo
    • Journal of Broadcast Engineering
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    • v.16 no.2
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    • pp.372-383
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    • 2011
  • This paper proposes an improved design of an interleaved motion vector coding scheme with flexibility in predictive motion vector component by exploiting motion characteristics. It can use component-wise adaptive motion vector predictor based on the utility of spatial and temporal motion field without any signaling bit for indicating decoder of the selected predictive motion vector component. Experiment with test video data shows about 1.99% (max 8.71%) bit rate reduction compared to the conventional H.264/AVC method.

A variational nodal formulation for multi-dimensional unstructured neutron diffusion problems

  • Qizheng Sun ;Wei Xiao;Xiangyue Li ;Han Yin;Tengfei Zhang ;Xiaojing Liu
    • Nuclear Engineering and Technology
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    • v.55 no.6
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    • pp.2172-2194
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    • 2023
  • A variational nodal method (VNM) with unstructured-mesh is presented for solving steady-state and dynamic neutron diffusion equations. Orthogonal polynomials are employed for spatial discretization, and the stiffness confinement method (SCM) is implemented for temporal discretization. Coordinate transformation relations are derived to map unstructured triangular nodes to a standard node. Methods for constructing triangular prism space trial functions and identifying unique nodes are elaborated. Additionally, the partitioned matrix (PM) and generalized partitioned matrix (GPM) methods are proposed to accelerate the within-group and power iterations. Neutron diffusion problems with different fuel assembly geometries validate the method. With less than 5 pcm eigenvalue (keff) error and 1% relative power error, the accuracy is comparable to reference methods. In addition, a test case based on the kilowatt heat pipe reactor, KRUSTY, is created, simulated, and evaluated to illustrate the method's precision and geometrical flexibility. The Dodds problem with a step transient perturbation proves that the SCM allows for sufficiently accurate power predictions even with a large time-step of approximately 0.1 s. In addition, combining the PM and GPM results in a speedup ratio of 2-3.

Comparative Analysis on Cloud and On-Premises Environments for High-Resolution Agricultural Climate Data Processing (고해상도 농업 기후 자료 처리를 위한 클라우드와 온프레미스 비교 분석)

  • Park, Joo Hyeon;Ahn, Mun Il;Kang, Wee Soo;Shim, Kyo-Moon;Park, Eun Woo
    • Korean Journal of Agricultural and Forest Meteorology
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    • v.21 no.4
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    • pp.347-357
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    • 2019
  • The usefulness of processing and analysis systems of GIS-based agricultural climate data is affected by the reliability and availability of computing infrastructures such as cloud, on-premises, and hybrid. Cloud technology has grown in popularity. However, various reference cases accumulated over the years of operational experiences point out important features that make on-premises technology compatible with cloud technology. Both cloud and on-premises technologies have their advantages and disadvantages in terms of operational time and cost, reliability, and security depending on cases of applications. In this study, we have described characteristics of four general computing platforms including cloud, on-premises with hardware-level virtualization, on-premises with operating system-level virtualization and hybrid environments, and compared them in terms of advantages and disadvantages when a huge amount of GIS-based agricultural climate data were stored and processed to provide public services of agro-meteorological and climate information at high spatial and temporal resolutions. It was found that migrating high-resolution agricultural climate data to public cloud would not be reasonable due to high cost for storing a large amount data that may be of no use in the future. Therefore, we recommended hybrid systems that the on-premises and the cloud environments are combined for data storage and backup systems that incur a major cost, and data analysis, processing and presentation that need operational flexibility, respectively.