• Title/Summary/Keyword: 최적개량

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Improvement of Hybrid Vision Correction Algorithm for Water Resources Engineering Problem (수자원공학 문제 적용을 위한 Hybrid Vision Correction Algorithm의 개량)

  • Ryu, Yong Min;Lee, Eui Hoon
    • Proceedings of the Korea Water Resources Association Conference
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    • 2021.06a
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    • pp.196-196
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    • 2021
  • 상수관망은 많은 관을 통해 물의 수요가 있는 곳으로 물을 공급해주는 역할을 하는 사회기반 시설물이다. 상수관망 설계의 요점은 두 가지로 구분할 수 있다. 첫 번째 요점은 다양한 종류의 관배치로 인한 상수관망 설계안의 많은 경우의 수이다. 두 번째 요점은 상수관망 내 절점의 최저 요구수압 등의 제약조건이다. 두 가지 요점이 있는 상황에서 상수관망 설계비용의 최소화를 위한 상수관망 최적설계는 많은 계산이 요구된다. 많은 계산이 요구되기 때문에 상수관망 최적설계에 최적화 기법을 적용할 수 있다. 본 연구에서 상수관망 최적설계를 위해 적용된 최적화 기법은 Hybrid Rate(HR)를 개선한 Hybrid Vision Correction Algorithm(HVCA)이다. HVCA는 Vision Correction Algorithm(VCA)을 기반으로 추가적인 전역탐색을 실행하는 Centralized Global Search(CGS)의 적용 및 자가적응형 매개변수인 Hybrid Rate(HR)를 적용하여 사용성과 성능을 개량한 알고리즘이다. HVCA의 기존 HR은 선형적으로 증가하는 형태이다. 선형적으로 증가하는 HR로 인해 HVCA는 최적해 탐색과정에서 지역해에 빠지는 문제가 발생하였다. HVCA의 문제를 해결하기 위해 HR을 비선형적으로 증가하는 형태로 개량하였다. HR이 개량된 HVCA를 수자원공학 문제인 상수관망 최적설계 문제에 적용하여 결과를 비교하였다. 적용결과 HR이 개량된 HVCA가 기존의 HVCA보다 낮은 설계 비용을 나타내었다. 상수관망 최적설계 적용결과를 바탕으로 HR이 개량된 HVCA는 상수관망 최적설계 이외의 수자원공학 문제에도 적용가능할 것이다.

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Development of Optimal Urban Runoff System : II. Development of Decision Making Model for Optimal Control of Rainfal1-Runoff System in Urban Area (최적 도시유출시스템의 개발 : II. 도시유역의 최적유출시스템 제어를 위한 의사결정모형의 개발)

  • Lee, Jung-Ho;Kim, Joong-Hoon;Kim, Hung-Soo;Jo, Deok-Jun;Kim, Eung-Seok
    • Journal of Korea Water Resources Association
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    • v.37 no.3
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    • pp.207-217
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    • 2004
  • Our government is interested in the rehabilitation for the old sewer rather than the construction of a new sewer system. However, the research work on the sewer rehabilitation is not sufficient as much as the interest on the rehabilitation is increased. There are some research works for the determination of rehabilitation time by the genetic algorithm in Korea and foreign countries. However, the previous studies have considered the simple elements for the determination of the rehabilitation time and so the complex decision-making according to the degree of sewer superannuation has not been performed. Therefore, in this study, we estimate the capacity and Ⅰ/Ⅰ of sewer and determine the priority of the optimal rehabilitation for each outfall within the draining system. Also we develop the optimal rehabilitation decision making system for the cost estimation of optimal rehabilitation using the genetic algorithm.

Development of Optimal Decision-Making System for Rehabilitation of Water Distribution Systems Divided by small Division (상수관망의 구역별 최적개량 의사결정 시스템의 개발)

  • Baek Chun-Woo;Kim Seok-Woo;Kim Eung-Seok;Kim Joong-Hoon;Park Moo-Jong
    • Journal of Korea Water Resources Association
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    • v.39 no.6 s.167
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    • pp.545-552
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    • 2006
  • The purpose of this study is to develop an optimal, long-term planning model for improvement of water distribution networks. The water distribution system is divided into sub-zones and the decision of improvement plan is made for each sub-zone. Costs for replacement, rehabilitation and repair, benefits including reduced pumping and leakage costs, and hydraulic reliability are considered to make optimal decision for improvement planning of water network. Harmony search algorithm is applied to optimize the system and hydraulic analysis model EPANET is interfaced with the optimal decision model to check the hydraulic reliability, The developed model is applied to actual water distribution system in Daegu-city, South Korea. The new model which use durability, conveyance and cost as a decision variable is different from existing methods which use only burying period and pipe type and can be used as optimal decision making system for water distribution network.

Evaluation of Optimal Horizontal Alignment Considering Ride Comfort in Renewal of Curved Tracks (곡선부 선형개량 시 승차감을 고려한 최적평면선형 평가)

  • Um, Ju-Hwan;Choi, Il-Yoon;Lee, Jun S.
    • Journal of the Korean Society for Railway
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    • v.18 no.5
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    • pp.457-465
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    • 2015
  • A method of evaluating the optimal alignment range while considering ride comfort when performing line renewal of curved tracks for speed-up is proposed in this study. The proposed method was applied to analyze the optimal renewal range for horizontal alignments with the smallest curve radii in the Kyung-Bu high-speed line; a parametric study on the effects of various initial design conditions on the permissible renewal range and optimal alignment range was also performed. From the analysis results, it was found that the permissible range is enhanced in proportion to the increase in the curve radius and the cant. It was also verified that a slight adjustment of the horizontal alignment enables speed-up even in the case of R7000/R8000, placed in the ballasted track section of the Kyung-Bu high-speed line.

Development of Optimal Rehabilitation Model for Water Distribution System Based on Prediction of Pipe Deterioration (I) - Theory and Development of Model - (상수관로의 노후도 예측에 근거한 최적 개량 모형의 개발 (I) - 이론 및 모형개발 -)

  • Kim, Eung-Seok
    • Journal of Korea Water Resources Association
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    • v.36 no.1
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    • pp.45-59
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    • 2003
  • The method in this study, which is more efficiency than the existing method, propose the optimal rehabilitation model based on the deterioration prediction of the laying pipe by using the deterioration survey method of the water distribution system. The deterioration prediction model divides the deterioration degree of each pipe into 5 degree by using the probabilistic neural network. Also, the optimal residual durability is estimated by the calculated deterioration degree in each pipe and pipe diameter. The optimal rehabilitation model by integer programming base on the shortest path can calculate a time and cost of maintenance, rehabilitation, and replacement. Also, the model is divided into budget constraint and no budget constraint. Consequently, the model proposed by the study can be utilized as the quantitative method for the management of the water distribution system.

Rehabilitation Priority Decision Model for Sewer Systems (하수관거시스템 개량 우선순위 결정 모형)

  • Lee, Jung-Ho;Park, Moo-Jong;Kim, Joong-Hoon
    • Journal of the Korean Society of Hazard Mitigation
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    • v.8 no.6
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    • pp.7-14
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    • 2008
  • The main objective of sewer rehabilitation is to improve its function while eliminating inflow/infiltration (I/I). If we can identify the amount of I/I for an individual pipe, it is possible to estimate the I/Is of sub-areas clearly. However, in real, the amount of I/I for an individual pipe is almost impossible to be obtained due to the limitation of cost and time. In this study, I/I occurrence of each sewer pipe is estimated using AHP (Analytic Hierarch Process) and RPDM (Rehabilitation Priority Decision Model for sewer system) was developed using the estimated I/I of each pipe to perform the efficient sewer rehabilitation. Based on the determined amount of I/I for an individual pipe, the RPDM determines the optimal rehabilitation priority (ORP) using a genetic algorithm for sub-areas in term of minimizing the amount of I/I occurring while the rehabilitation process is performed. The benefit obtained by implementing the ORP for rehabilitation of sub-areas is estimated by the only waste water treatment cost (WWTC) of I/I which occurs during the sewer rehabilitation period. The results of the ORP were compared with those of a numerical weighting method (NWM) which is the decision method for the rehabilitation priority in the general sewer rehabilitation practices and the worst order which are other methods to determine the rehabilitation order of sub-areas in field. The ORP reduced the WWTC by 22% compared to the NWM and by 40% compared to the worst order.

유전적으로 개량된 미국젖소의 최적영양관리

  • Clark Perry Wilson
    • 종축개량
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    • v.14 no.2
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    • pp.40-45
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    • 1992
  • 유전적으로 개량됨 젖소의 능력에 상응하는 효율적인 우유생산을 위해서는 적절하게 균형잡힌 높은 품질의 사료를 급여하여야한다. 미국에서는 이러한 젖소의 사양지침이 국립연구소(NRC : National Research Council)에 의해 발간되었다. 이 책자에서는 가용 사료자원의 영양분 함량을 실험실에서 분석한 자료를 가지고 보다 균형잡힌 사료의 조제에 사용할 수 있도록 하고 있다. 또한 컴퓨터에 의한 균형사료의 계산 프로그램의 사용은 사료조제 과정을 신속하게 해주고 오류도 줄일 수 있게 해준다. 지속적인 유전능력 개량에 덧붙여서 미국에서는 아래에서 언급되는 두가지의 새로운 사양관리 전략이 도입되면서 보다 효율적인 우유생산에 이바지하고 있다.

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Development of a Decision Making Model for Efficient Rehabilitation of Sewer System (효율적인 하수관거 개량을 위한 의사결정모형의 개발)

  • Lee, Jung-Ho;Jun, Hwan-Don;Joo, Jin-Gul;Kim, Joong-Hoon
    • Journal of Korea Water Resources Association
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    • v.41 no.2
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    • pp.127-135
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    • 2008
  • The objective of sewer rehabilitation is to improve its function while eliminating inflow/infiltration (I/I) and insufficient carrying capacity (ICC). Such rehabilitation efforts, however, have not been particularly successful due to a lack of sewer data and unsystematic field practices. The present study aimed to solve these problems by developing a decision making model consisting of two models: the rehabilitation weighting model (RWM) and the rehabilitation priority model (RPM). In RWM, the I/I of each pipe in a drainage district is estimated according to various defects, with each defect given an individual weighting factor using an analytic hierarchy process (AHP). RPM determines the optimal rehabilitation priority (ORP) using a genetic algorithm (GA). The developed models can be used to overcome the problems associated with unsystematic practices and, in practice, as a decision making tool for urban sewer system rehabilitation.