• Title/Summary/Keyword: 예측성능 개선

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Advanced Control Techniques for Batch Processes Based on Iterative Learning Control Methods (반복학습제어를 기반으로 한 회분공정의 고급제어기법)

  • Lee, Kwang Soon
    • Korean Chemical Engineering Research
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    • v.44 no.5
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    • pp.425-434
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    • 2006
  • The operability and productivity of continuous processes, especially in petrochemical industries have made remarkable improvement during the past twenty years through advanced process control (APC) typified by model-based predictive control. On the other hand, APC have not been actively practiced in industrial batch processes typified by batch polymerization reactors. Perhaps the main cause for this has been the lack of reliable batch process APC techniques that can overcome the unique problems in industrial batch processes. Recently, some noteworthy progress is being made in this area. New high-performance batch process control techniques that can accommodate and also overcome the unique problems of industrial batch processes have been proposed on the basis of iterative learning control (ILC). In this review paper, recent advancement in the batch process APC techniques are presented, with a particular focus on the variations of the so called Q-ILC method, with the hope that they are widely practiced in different industrial batch processes and enhance their operations.

A Study on Propriety of Pilot Aptitude Test Using Phased Analysis of Pilot Training (비행교육과정 단계별 분석을 통한 조종적성검사 항목 타당성 연구)

  • Kim, HeeYoung;Kim, SuHwan;Moon, HoSeok
    • Journal of the Korean Institute of Intelligent Systems
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    • v.26 no.3
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    • pp.218-225
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    • 2016
  • It is important to select the personnel with ideal pilot aptitude considering dramatically advancing aircraft performance and complexity of military operations as a consequence to the highly developed science and technology. The opportunity cost lost from dropouts and human error being the first cause of aviation accidents are the realistic reasons for the significance of personnel selection based on their aptitude. This study analyses the ROKAF pilot aptitude test that was improved in 2004, using various classification models. This study discusses the significance of the selected variables along with the direction of ROKAF pilot aptitude test for its development in the future. The accuracy of the classification models was improved by taking into account differing personnel characteristics of individuals on the test.

A study on the Newly Proposed Dual Virtual Cell System in Distributed Wireless Communication System (분산 무선 통신시스템 기반의 Dual Virtual Cell 시스템의 제안 및 성능분석)

  • Yang Joo-Young;Kim Jeong-Ho
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.31 no.6B
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    • pp.517-526
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    • 2006
  • In order to achieve high capacity and reliable link quality in wireless communication, the significant efforts should be concentrated on mitigating interference between cells. To solve the interference problem, the newly introduced concept of a Distributed Wireless Communication System (DWCS) can provide the capability of joint control of the signals at multiple cells. This paper proposes a new concept of virtual cell: the Dual Virtual Cell (DVC), and also proposes DVC employment strategy based on DWCS network. The proposed system manages two kinds of virtual cell. One is the Active Virtual Cell which exists for user's actual data traffic and the other is the Candidate Virtual Cell which contains a set of candidate antennas to protect user's link quality from performance degradation or interruption. The proposed system constructs DVC by using antenna selection method. Also, for multi-user high-rate data transmission, the proposed system introduces multiple antenna technology to get a spatial and temporal diversity gam and exploits space-Time Trellis Codes known as STTC to increase a spectral efficiency.

Cross Flow Indirect Evaporative Cooler Made of a Plastic Film/Paper Composite (플라스틱 필름/종이 복합 재질의 직교류 간접증발소자)

  • Kim, Nae-Hyun
    • Transactions of the Korean Society of Mechanical Engineers B
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    • v.41 no.1
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    • pp.21-28
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    • 2017
  • Indirect evaporative cooling, which utilizes a cooling effect obtained by the evaporation of water, is energy-effective compared to the conventional vapor compression method. It is also eco-friendly, due to the non-usage of CFC refrigerant. In this study, three indirect evaporative cooler samples of the cross flow type(size: $300mm{\times}300mm{\times}300mm$, channel pitch: $5mm{\times}5mm$, $5mm{\times}7mm$, $7mm{\times}7mm$) were made using plastic/paper composites. Tests were conducted to measure indirect evaporative efficiencies and pressure drops. Results showed that the efficiency was the highest for the $5mm{\times}5mm$ sample, owing to the largest surface area. The saved electrical energy was also the greatest for that sample. The pressure drop of the wet channel was larger than that of the dry channel as expected. A theoretical model was proposed, which underestimated both the indirect evaporation efficiency and the pressure drop.

A Study on Scalable PBFT Consensus Algorithm based on Blockchain Cluster (블록체인을 위한 클러스터 기반의 확장 가능한 PBFT 합의 알고리즘에 관한 연구)

  • Heo, Hoon-Sik;Seo, Dae-Young
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.20 no.2
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    • pp.45-53
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    • 2020
  • Blockchain can control transactions in a decentralized way and is already being considered for manufacturing, finance, banking, logistics, and medical industries due to its advantages such as transparency, security, and flexibility. And it is predicted to have a great economic effect. However, Blockchain has a Trilemma that is difficult to simultaneously improve scalability, decentralization and security characteristics. Among them, the biggest limitation of blockchain is scalability, which is very difficult to cope with the constantly increasing number of transactions and nodes. To make the blockchain scalable, higher performance should be achieved by modifying existing consensus methods or by improving the characteristics and network efficiency that affect many ways of scaling. Therefore, in this paper, we propose a cluster-based scalable PBFT consensus algorithm called CBS-PBFT which reduces the message complexity O(n2) of PBFT to O(n), which is a representative consensus algorithm of blockchain, and the validity is verified through simulation experiments.

Shear Resistance of BESTOBEAM Shear Connector According to the Length (BESTOBEAM 전단연결재의 길이에 따른 전단 내력 평가)

  • Ahn, Hyung Joon;Jung, In Yong;Kim, Young Ju;Hwang, Jae Sun
    • Journal of Korean Society of Steel Construction
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    • v.27 no.5
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    • pp.483-491
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    • 2015
  • Shear resistance of BESTOBEAM, which has angle as shear connector and was developed with purpose of easy construction, was tested. With the test results shear resistance design equation was proposed. Unlike angle connector of Eurocode 4, BESTO BEMA shear connector behaves like fixed-end beam. Therefor longer span of the shear connector the lower shear resistance it has. As a result, shear resistance of BESTOBEAM shear connector according to its length tends to decrease as its length gets longer. The authors proposed design equation of angle shear connector sased on the test results. The results from the test and the proposed equation match within 10% error range. Therefore the proposed equation can be used for designing shear connector of BESTOBEAM.

A Study on the Abrupt Scene Change Detection Using the Features of B frame in the MPEG Sequence (MPEG에서 B 프레임의 특징을 이용한 급진적 장면전환 검출에 관한 연구)

  • Kim Joong-Heon;Jang Jong-Whan
    • The KIPS Transactions:PartB
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    • v.12B no.5 s.101
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    • pp.617-630
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    • 2005
  • General scene change detection determines the changes of a scene by using feature comparison of two continuous images that are above the fixed threshold. But existing algerian detects scene change that was used in comparing the features of two images continuously, it usually takes a lot of time in decrypting the image data and false-detection problem occurs when there is an object motion or a change of illumination. In this paper, macroblock were used to extract the information directly from the MPEG compression area and suggests algorithm that will detect scene changes more effectively. Existing algorithm have shown numerous arithmetic problems that were improved in the proposed algorithm. The existing algorithm cannot detect the changes of a scene after analyzing the relationship of the previousand futureimages while the algorithm being proposed can detect the changes of a scene continuously and resolves the problem of false-detection. To this end, the data used in general were tested to prove that this algerian would be able to detect the scene changes faster and more correctly than the existing ones. The performance of the suggested algorithm was analyzed basedontheresultsoftheexperiment. .

Low Complexity Single Image Dehazing via Edge-Preserving Transmission Estimation and Pixel-Based JBDC (에지 보존 전달량 추정 및 픽셀 단위 JBDC를 통한 저 복잡도 단일 영상 안개 제거)

  • Kim, Jongho
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.20 no.12
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    • pp.1-7
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    • 2019
  • This paper presents low-complexity single-image dehazing to enhance the visibility of outdoor images that are susceptible to degradation due to weather and environmental conditions, and applies it to various devices. The conventional methods involve refinement of coarse transmission with high computational complexity and extensive memory requirements. But the proposed transmission estimation method includes excellent edge-preserving performance from comparison of the pixel-based dark channel and the patch-based dark channel in the vicinity of edges, and transmission can be estimated with low complexity since no refinement is required. Moreover, it is possible to accurately estimate transmissions and adaptively remove haze according to the characteristics of the images via prediction of the atmospheric light for each pixel using joint bright and dark channel (JBDC). Comprehensive experiments on various hazy images show that the proposed method exhibits reduced computational complexity and excellent dehazing performance, compared to the existing methods; thus, it can be applied to various fields including real-time devices.

Method of Lossless Image Compression Using Hybrid Bitplane Coding (비트평면 혼합 코딩을 이용한 무손실 이미지 압축방법)

  • Moon, Young-Ho;Choi, Jong-Bum;Sim, Woo-Sung
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.34 no.10C
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    • pp.961-967
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    • 2009
  • In this paper, the lossless compression method is proposed for an 8-bit bitplane of the input image. The lower bitplanes are not well compressed because of irregularity of pixels. To overcome these drawbacks, this paper propose a mixed coding method that using the block-based lossless compression and the bit-based losselss compression, introducing the H. 264 and the JBIG. First, to take advantage of the characteristics of the bitplanes, 8-bitplane against the top 4 bits and lower 4 bits were separated. Next, the JBIG compression method was used in separated top 4-bitplane because of a lot of correlation between bits. And a separated lower 4-bitplane was applied the improved method that using the H. 264 lossless prediction. A pre-processing method applied to the lower 4-bitplane then irregular distribution of pixel values are converted to regular. Using the proposed method to test for various test images were performed. Experimental results from a printer using 8-bit image compared to JBIG average 19%, lower 4bit image compression performance with an average of 11% could be obtained.

Test Method Using Shield-cup for Evaluating Response Characteristics of Fire Detectors (화재감지기의 응답특성 평가를 위한 Shield-cup이 적용된 시험방법)

  • Jang, Hyo-Yeon;Hwang, Cheol-Hong
    • Fire Science and Engineering
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    • v.34 no.4
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    • pp.36-44
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    • 2020
  • It is necessary to predict the activation time of fire detectors accurately to improve the reliability for evaluating the required safe egress time (RSET) in performance-based fire safety design. In this study, problems of the plunge test, which is widely applied in assessing fire detectors, were examined through experiments and numerical simulations. In addition, a new shield-cup test method was proposed to address these problems. A fire detector evaluator (FDE) developed in a previous study was applied to ensure measurement accuracy and reproducibility. During the plunge tests, a significant measurement error was observed in the activation time of the smoke detector because of the rapid flow change when the detector was input. However, during the shield-cup tests, slight changes occurred in the flow inside the FDE when the detector as exposed to smoke. In conclusion, the proposed shield-cup test method is expected to be useful for evaluating the response characteristics of fire detectors more accurately in simulated fire environments.