• Title/Summary/Keyword: Optimal Operation

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Input Variable Decision of the Predictive Model for the Optimal Starting Moment of the Cooling System in Accommodations (숙박시설 냉방 시스템의 최적 작동 시점 예측 모델 개발을 위한 입력 변수 선정)

  • Baik, Yong Kyu;Yoon, Younju;Moon, Jin Woo
    • KIEAE Journal
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    • v.15 no.4
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    • pp.105-110
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    • 2015
  • Purpose: This study aimed at finding the optimal input variables of the artificial neural network-based predictive model for the optimal controls of the indoor temperature environment. By applying the optimal input variables to the predictive model, the required time for restoring the current indoor temperature during the setback period to the normal setpoint temperature can be more precisely calculated for the cooling season. The precise prediction results will support the advanced operation of the cooling system to condition the indoor temperature comfortably in a more energy-efficient manner. Method: Two major steps employing the numerical computer simulation method were conducted for developing an ANN model and finding the optimal input variables. In the first process, the initial ANN model was intuitively determined to have input neurons that seemed to have a relationship with the output neuron. The second process was conducted for finding the statistical relationship between the initial input variables and output variable. Result: Based on the statistical analysis, the optimal input variables were determined.

An Optimal Operation of Multi-Reservoirs for Flood Control by Incremental DP (Incremental DP에 의한 홍수시 댐군의 연계운영)

  • Lee, Jae-Hyeong;Lee, Gil-Seong;Jeong, Dong-Guk
    • Water for future
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    • v.25 no.2
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    • pp.47-60
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    • 1992
  • An optimal operation model for flood control of multi-reservoirs, Hwacheon and Soyanggang, located in the north Han River basin is developed by using the Incremental DP. The objective function is to minimize the peak flow at the confluence point, of Euam dam, and the hydraulic and hydrologic constraints are established by considering the related laws as to the operation of dam in flood season, each reservoir and channel characteristics. In particular, the final elevations of each reservoir are induced to the conservation pool level in order to prepare for the secondary flood. In addition, the results of this model, simulation results and the single reservoir operation by DP are compared in terms of control and utility efficiencies, and also the peak flows at the confluence point for floods with various return periods are compared with the results of simulation suing feedback control. as the results, the control and utility effciencies are more or less low in contrast with the results of simulation and the single reservoir operation by DP, and the peak flows at confluence point are high because of terminal condition of reservoir storage.

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Computer Simulation of the Transanal Endoscopic Microsurgery for the Improvement of Optimal Operation Range (경항문 내시경 수술 도구에서의 최적 활동 반경 개선을 위한 컴퓨터 시뮬레이션 연구)

  • Kim, Hyung-Tae;Kim, Kwang-Gi;Sohn, Dae-Kyung;Kim, Hyun-Ho;Nam, Kyoung-Won
    • Journal of Biomedical Engineering Research
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    • v.30 no.6
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    • pp.482-488
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    • 2009
  • Conventional devices for transanal endoscopic microsurgery that are currently used clinically for intestine or rectal cancer patients have 40 mm external diameter of rectoscope tube - induces anal damage and long-term postoperative pain for small-sized patients. In this paper, we designed rectum and rectoscope models and calculated the changing trends of operation area of the surgical tools in accordance with the step-by-step variation of design parameters of the rectoscope tube - external diameter, axial length, and distal angle. Using the results of computer simulation, we suggested an optimal set of design parameters that minimizes external diameter of the rectoscope tube and at the same time, maintains similar operation area of the surgical tools compared with commercialized devices (${\geq}\;4274.7mm^2$). The results of the simulation showed that the optimal design parameters were 35 mm external diameter, 100 mm axial length, and $45^{\circ}$ distal angle of the rectoscope tube. This result can be applied to the development of endoscopic microsurgery device that can minimize side effects to the intestine or rectal cancer patients.

A proposal for regional customization and optimal operation management of groundwater resources through analysis of water resources research trends in Korea (국내 수자원 분야 연구 동향 분석을 통한 지역 맞춤형 지하수자원 최적 운영 관리 방안 제시)

  • Lee, Jae-Beom;Kim, Jin-Soo;Yang, Jeong-Seok
    • Journal of Korea Water Resources Association
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    • v.53 no.spc1
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    • pp.743-753
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    • 2020
  • In this study, research trends in the water resources in Korea were analyzed to present regional customization and optimal operation management of groundwater resources. Detailed classification fields were determined in the water and groundwater resources. Through the analysis of examples and trends of research related to water resources and underground water resources, three improvements were presented: securing sites for long-term observable research area, evaluating water resources based on spatial units, and not reflecting the characteristics of watersheds in acts and ordinances. The research results of this study are expected to be the basis for policy judgment in determining the groundwater management policy after the group of groundwater management policy makers at the research site can identify the requirements.

Modeling and Simulation of Electric Vehicle Sharing System for Optimized Operation (전기차 카셰어링 시스템 최적화를 위한 모델링 및 시뮬레이션)

  • Seo, Yong Won
    • Journal of the Korea Society for Simulation
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    • v.25 no.4
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    • pp.93-108
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    • 2016
  • Electric vehicle car sharing (EV-sharing) system is noted as an eco-friendly system of transportation in global warming crisis and has been practically implemented in some cities around the world. However, methodologies to find the efficient operation conditions of EV-sharing systems reflecting a typical characteristic 'charging' have not been fully investigated yet. In the paper a generalized model has been developed to identify optimal level of infrastructure for EV-sharing system which provides the optimum operation efficiency under service level constraints. From the simulation analysis based on the developed model the relationships between the operational variables to describe EV-sharing system have been identified and optimal capacity to maximize the operational efficiency have been found. From the analysis of simulation results it has been found that increases in the number of vehicles and chargers improve the service level until certain value beyond which increasing rate and the efficiency have been reduced. From the cost-revenue analysis the optimal numbers of vehicles and chargers have been identified which maximizes the annual operational profit.

Optimal Inventory Level of Bicycle Sharing Service Considering Operation Costs (운영비용을 고려한 자전거 쉐어링의 최적 재고수준)

  • Kim, Jin-Sik;Lee, Chul-Ung
    • Journal of the Korea Society of Computer and Information
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    • v.20 no.1
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    • pp.163-173
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    • 2015
  • In this paper, it shows optimal inventory level of bicycle sharing service terminal by maintaining the lowest costs. As the interest to environment and exhaustion of resource increases globally, investment to sustainable transportation increases around advanced countries and interest to efficient transportation, managing and consuming of vehicle increases also. Vehicle sharing service is a model of rental car where customer rent cars for short periods of time often by the hour and its users are increasing for the reason that it is more convenient than car rent. In addition, bicycle sharing service is one of the major parts in vehicle sharing program and many of country are already managing it. This paper proposes optimal inventory levels of vehicle sharing service's terminal by using simulation calculating operation costs of vehicle sharing service.