• 제목/요약/키워드: knowledge variation

검색결과 315건 처리시간 0.021초

퍼지이론을 이용한 CNC 공작기계의 절삭력제어 (Cutting Force Control of a CNC Machine Using Fuzzy Theory)

  • 노상현;이상규;박운환;임윤규
    • 한국산업융합학회 논문집
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    • 제3권2호
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    • pp.123-130
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    • 2000
  • Fuzzy control is proposed to regulate cutting force in turning operations under varying cutting conditions. The traditional linear controllers based on crisp mathematical model cannot effectively control cutting force becasue of the nonlinear dynamics of turning operations. The proposed fuzzy controller is based on operator experience and expert knowledge. The membership functions for the inputs and the output of the controller are designed. Cutting force is regulated by adjusting feedrate according to the variation of cutting conditions. The performance of the proposed controller is evaluated by experiments. The results of experiments show that the proposed fuzzy controller has a good cutting force regulation over a wide range of cutting conditions.

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The height variation of F2 peak density using Anyang Ionosonde measurements for GNSS ionospheric model

  • Kim, Eo-Jin;Chung, Jong-Kyun;Kim, Yong-Ha;Cho, Jung-Ho
    • 한국우주과학회:학술대회논문집(한국우주과학회보)
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    • 한국우주과학회 2008년도 한국우주과학회보 제17권2호
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    • pp.24.3-24.3
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    • 2008
  • The signals transmitted from satellites of Global Navigation Satellite System (GNSS) interact with the plasma of the ionosphere. To study the impact of the ionospheric plasma on GNSS applications a comprehensive knowledge of the ionosphere is required. Especially the correct measurement of the ionosphere such as the peak height of the F2 layer peak electron density (hmF2) is important for the GNSS ionospheric model. Anyang ionosonde station ($37.39^{\circ}N$, $126.95^{\circ}E$) has been operating from October 2000 and the accumulated data for 8 years may allow us to obtain climatological characteristics of middle latitude ionospheric F region for GNSS application. We analyzed the variations of the hmF2 and NmF2 over Anyang station for different conditions of solar activity, geomagnetic activity, season, and local time, and we compared our results with the IRI model.

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부중대뇌동맥 기시부의 동맥류 - 증례보고 - (Aneurysm at the Origin of the Accessory Middle Cerebral Artery - A Case Report -)

  • 안정용;주진양
    • Journal of Korean Neurosurgical Society
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    • 제29권6호
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    • pp.832-835
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    • 2000
  • A case of unruptured cerebral aneurysm at the junction of accessory middle cerebral artery and the distal portion of the $A_1$ segment of the anterior cerebral artery is reported. To the authors' knowledge, this is the first reported case of cerebral aneurysm developed at the junction of accessory middle cerebral artery, demonstrated on magnetic resonance angiography(MRA). The accessory middle cerebral artery is a rare vascular variant of middle cerebral artery. Furthermore, it is extremely rare for an aneurysm to be developed at the origin of the accessory middle cerebral artery. The development of the accessory middle cerebral artery is very important in surgery of cerebral aneurysm and collateral circulation of cerebral infarction. Review of the literature regarding the genesis and anatomical variation of the accessory middle cerebral artery is also presented.

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농촌의 지역적 성격을 고려한 지역개발단위검토 (A Study on Planning Unit for Rural Development Programs considering Regional Characteristics)

  • 전영길
    • 농촌계획
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    • 제3권1호
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    • pp.41-53
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    • 1997
  • In the study it is assumed that regional characteristics of each Ri within a Myeon are different in certain degrees. This assumption implies that in some case of rural planning, Goon(county) or Myeon may be inadequate as a planning unit. because regional characteristics within Myeon will vary in a considerable degree. The objective of this study is to obtain knowledge relevant to ascertaining planning units by classifying entire number of Ri in Ansung Goon according to the components of regionality, namely the degree of sustaining agriculture and the degree of urbanizing. There was a significant variation among Ri within a Myeon the degree of sustaining agriculture as well as in the degree of urbanizing. In this study it is implied that rural program planning of Goon as a whole seems to be irrelevant. And planning Myeon level programs needs eventually adjustments in such a way of eliminating areas(Ri) which are of inconsistent character. Some planning such as farming cooperation may be efficient if they are to be undertaken at Ri basis. If the program planning include such activities of marketing and cooperative use of facilities, a group of Ri in consistent nature of regionality can be a unit of planning.

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An Enhanced Time Delay Observer for Nonlinear Systems

  • Park, Suk-Ho;Chang, Pyung-Hun
    • Transactions on Control, Automation and Systems Engineering
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    • 제2권3호
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    • pp.149-156
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    • 2000
  • Time delay observer (TDO), thanks to the time delay control (TDC) concept, requires little knowledge of a plant model, and hence is easy to design, robust to parameter variation and computationally efficient, yet can reconstruct states rather reliable for nonlinear plant. In this paper, we propose an improved version of TDO that solves two problems inherent in TDO as follows: TDO displays large reconstruction errors due to low-frequency uncertainty and has some restrictions on selecting its gains. By introducing a low pass filter and a state associated with it, we obtain an enhanced time delay observer (ETDO). This observer turns out to have smaller reconstruction errors than those of TDO and not to have any restriction on selecting its gains, thereby solving the problems. Through performance comparison by transfer function and simulation, we validate the analysis results of two observers (TDO and ETDO) and evaluate the performances. Finally, through experiments on BLDC motor system, the analysis results are clearly conformed.

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뉴로-퍼지 알고리듬을 이용한 얼굴인식 (Face Recognition Using a Neuro-Fuzzy Algorithm)

  • 이상영;함영국;박래홍
    • 전자공학회논문지B
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    • 제32B권1호
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    • pp.50-63
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    • 1995
  • In this paper, we propose a face recognition method using a neuro-fuzzy algorithm. In the preprocessing step, we extract the face part from the background image by tracking face boundaries. Then based on the a priori knowledge of human faces we extract the features such as widths of eyes and mouth, and distances from eye to nose and nose to mouth. In the recognition step. We use a neuro-fuzzy algorithm that employs a fuzzy membership function and modified error backpropagation algorithm. The former absorbs the variation of feature values and the latter shows good learning efficiency. Computer simulation results with 20 persons show that the proposed method gives higher recognition rate than the conventional ones.

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데이터 마이닝 기반의 6 시그마 방법론 : 철강산업 적용사례 (A Six Sigma Methodology Using Data Mining : A Case Study of "P" Steel Manufacturing Company)

  • 장길상
    • 한국정보시스템학회지:정보시스템연구
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    • 제20권3호
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    • pp.1-24
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    • 2011
  • Recently, six sigma has been widely adopted in a variety of industries as a disciplined, data-driven problem solving approach or methodology supported by a handful of powerful statistical tools in order to reduce variation through continuous process improvement. Also, data mining has been widely used to discover unknown knowledge from a large volume of data using various modeling techniques such as neural network, decision tree, regression analysis, etc. This paper proposes a six sigma methodology based on data mining for effectively and efficiently processing massive data in driving six sigma projects. The proposed methodology is applied in the hot stove system which is a major energy-consuming process in a "P" steel company for improvement of heat efficiency through reduction of energy consumption. The results show optimal operation conditions and reduction of the hot stove energy cost by 15%.

Wideband Flat Optical Frequency Comb Generated from a Semiconductor Based 10 GHz Mode-Locked Laser with Intra-cavity Fabry-Perot Etalon

  • Leaird, Daniel E.;Weiner, Andrew M.;Seo, Dongsun
    • 전기전자학회논문지
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    • 제18권1호
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    • pp.19-24
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    • 2014
  • We report stable, wideband, flat-topped, 10 GHz optical frequency comb generation from a semiconductor-based mode-locked ring laser with an intra-cavity high finesse Fabry-Perot etalon. We demonstrate a stable 10 GHz comb with greater than 200 lines within a spectral power variation below 1 dB, which is the largest value obtained from a similar mode-locked laser in our knowledge. Greater than 20 dB of the spectral peak to deep ratio at 0.02 nm resolution, ~92 femtosecond timing jitter over 1 kHz to 1 MHz range, and non-averaged time traces of pulses confirm very stable optical frequency comb lines.

On-line Learnign control of Nonlinear Systems Usig Local Affine Mapping-based Networks

  • Chio, Jin-Young;Kim, Dong-Sung
    • 한국지능시스템학회논문지
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    • 제5권3호
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    • pp.3-10
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    • 1995
  • This paper proposedan on-line learning controller which can be applied to nonlinear systems. The proposed on-line learning controller is based on the universal approximation by the local affine mapping-based neural networks. It has self-organizing and learning capability to adapt itself to the new environment arising from the variation of operating point of the nonlinear system. Since the learning controller retains the knowledge of trained dynamics, it can promptly adapt itself to situations similar to the previously experienced one. This prompt adaptability of the proposed control system is illustrated through simulations.

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Advances towards Controlling Meiotic Recombination for Plant Breeding

  • Choi, Kyuha
    • Molecules and Cells
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    • 제40권11호
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    • pp.814-822
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    • 2017
  • Meiotic homologous recombination generates new combinations of preexisting genetic variation and is a crucial process in plant breeding. Within the last decade, our understanding of plant meiotic recombination and genome diversity has advanced considerably. Innovation in DNA sequencing technology has led to the exploration of high-resolution genetic and epigenetic information in plant genomes, which has helped to accelerate plant breeding practices via high-throughput genotyping, and linkage and association mapping. In addition, great advances toward understanding the genetic and epigenetic control mechanisms of meiotic recombination have enabled the expansion of breeding programs and the unlocking of genetic diversity that can be used for crop improvement. This review highlights the recent literature on plant meiotic recombination and discusses the translation of this knowledge to the manipulation of meiotic recombination frequency and location with regards to crop plant breeding.