• Title/Summary/Keyword: EA Functions

Search Result 23, Processing Time 0.022 seconds

Analysis of the applicability of parameter estimation methods for a transient storage model (저장대모형의 매개변수 산정을 위한 최적화 기법의 적합성 분석)

  • Noh, Hyoseob;Baek, Donghae;Seo, Il Won
    • Journal of Korea Water Resources Association
    • /
    • v.52 no.10
    • /
    • pp.681-695
    • /
    • 2019
  • A Transient Storage Model (TSM) is one of the most widely used model accounting for complex solute transport in natural river to understanding natural river properties with four TSM key parameters. The TSM parameters are estimated via inverse modeling. Parameter estimation of the TSM is carried out by solving optimization problem about finding best fitted simulation curve with measured curve obtained from tracer test. Several studies have reported uncertainty in parameter estimation from non-convexity of the problem. In this study, we assessed best combination of optimization method and objective function for TSM parameter estimation using Cheong-mi Creek tracer test data. In order to find best optimization setting guaranteeing convergence and speed, Evolutionary Algorithm (EA) based global optimization methods, such as CCE of SCE-UA and MCCE of SP-UCI, and error based objective functions were compared, using Shuffled Complex-Self Adaptive Hybrid EvoLution (SC-SAHEL). Overall results showed that multi-EA SC-SAHEL with Percent Mean Squared Error (PMSE) objective function is the best optimization setting which is fastest and stable method in convergence.

Temperature Control of a CSTR using Fuzzy Gain Scheduling (퍼지 게인 스케쥴링을 이용한 CSTR의 온도 제어)

  • Kim, Jong-Hwa;Ko, Kang-Young;Jin, Gang-Gyoo
    • Journal of Institute of Control, Robotics and Systems
    • /
    • v.19 no.9
    • /
    • pp.839-845
    • /
    • 2013
  • A CSTR (Continuous Stirred Tank Reactor) is a highly nonlinear process with varying parameters during operation. Therefore, tuning of the controller and determining the transition policy of controller parameters are required to guarantee the best performance of the CSTR for overall operating regions. In this paper, a methodology employing the 2DOF (Two-Degree-of-Freedom) PID controller, the anti-windup technique and a fuzzy gain scheduler is presented for the temperature control of the CSTR. First, both a local model and an EA (Evolutionary Algorithm) are used to tune the optimal controller parameters at each operating region by minimizing the IAE (Integral of Absolute Error). Then, a set of controller parameters are expressed as functions of the gain scheduling variable. Those functions are implemented using a set of "if-then" fuzzy rules, which is of Sugeno's form. Simulation works for reference tracking, disturbance rejecting and noise rejecting performances show the feasibility of using the proposed method.

Excess Volumes, Speeds of Sound, Isentropic Compressibilities and Viscosities of Binary Mixtures of N-Ethyl Aniline with Some Aromatic Ketones at 303.15 K

  • Gowrisankar, M.;Sivarambabu, S.;Venkateswarlu, P.;Kumar, K. Siva
    • Bulletin of the Korean Chemical Society
    • /
    • v.33 no.5
    • /
    • pp.1686-1692
    • /
    • 2012
  • Densities (${\rho}$), Viscosities (${\eta}$) and ultrasonic speeds (u) of pure acetophenone (AP), propiophenone (PP), $p$-methyl acetophenone ($p$-MeAP), $p$-chloroacetophenone ($p$-ClAP) and those of their binary mixtures with $N$-ethyl aniline ($N$-EA) as a common component, were measured at 303.15 K over the entire composition range. These experimental data were used to calculate the excess volume $V^E$, deviation in ultrasonic speeds ${\Delta}u$, isentropic compressibility $K_s$, intermolecular free length $L_f$, acoustic impedance Z, deviations in isentropic compressibility ${\Delta}K_s$, deviation in viscosity ${\Delta}{\eta}$ and excess Gibbs free energy of activation of viscous flow ($G^{*E}$) at all mole fractions of $N$-ethyl aniline. These parameters, especially excess functions, are found to be quite sensitive towards the intermolecular interactions between component molecules. Theoretical values of viscosity of the binary mixtures were calculated using different empirical relations and theories. The relative merits of these relations and theories were discussed. The experimental results were correlated by using the polynomial proposed by Redlich-Kister equation.

Design and Development of an Alarm Gathering Interface Equipment for ATM Switching System (ATM 시스템 경보 취합 장치 설계 및 개발)

  • Yang, Chung-Ryeol;Kim, Jin-Tae
    • The Transactions of the Korea Information Processing Society
    • /
    • v.3 no.7
    • /
    • pp.1845-1857
    • /
    • 1996
  • An alarm gathering interface equipment has been developed to collect the hardware failure activities in 1$1, 024\times1, 024$ ATM switching system. The equipment use 8-bit microprocessor and ELA-232C port, and is fabricated in a single board, which called Alarm Gathering Interface board Assembly(AGIA). It is programmed to ensure flexibility in modification and expansion of the system capability. The performance is successfully proved through communication test with hardware blocks or modules consisting a ATM switching system, these techniques can be used to develop operation and maintenance functions for more superior ATM switching system in the near future. we additionally have presented some items for further study on alarm subsystem often ATM switching system.

  • PDF

A Study on Multi-objective Optimal Power Flow under Contingency using Differential Evolution

  • Mahdad, Belkacem;Srairi, Kamel
    • Journal of Electrical Engineering and Technology
    • /
    • v.8 no.1
    • /
    • pp.53-63
    • /
    • 2013
  • To guide the decision making of the expert engineer specialized in power system operation and control; the practical OPF solution should take in consideration the critical situation due to severe loading conditions and fault in power system. Differential Evolution (DE) is one of the best Evolutionary Algorithms (EA) to solve real valued optimization problems. This paper presents simple Differential Evolution (DE) Optimization algorithm to solving multi objective optimal power flow (OPF) in the power system with shunt FACTS devices considering voltage deviation, power losses, and power flow branch. The proposed approach is examined and tested on the standard IEEE-30Bus power system test with different objective functions at critical situations. In addition, the non smooth cost function due to the effect of valve point has been considered within the second practical network test (13 generating units). The simulation results are compared with those by the other recent techniques. From the different case studies, it is observed that the results demonstrate the potential of the proposed approach and show clearly its effectiveness to solve practical OPF under contingent operation states.

Kinetic Studies on the Thermal Degradation of Pantothenic Acid (Pantothenic Acid의 열분해(熱分解)에 관한 속도론적(速度論的) 연구(硏究))

  • Pyun, Yu-Ryang;Park, Hyun-Jeong;Cho, Hyung-Yong;Lee, Young-Yup
    • Korean Journal of Food Science and Technology
    • /
    • v.13 no.3
    • /
    • pp.188-193
    • /
    • 1981
  • Thermal degradation of pantothenic acid in potassium biphthalate buffer and in food samples such as rice, mushroom and beef was studied as functions of temperature and pH. Thermal degradation of pantothenic acid in buffer and food systems followed first order reaction at temperature between $60{\sim}104^{\circ}C$. Activation energy calculated from the Arrhenius equation ranged from 15,700 cal/mole 17,300 cal/mole for both systems. D values at $120^{\circ}C$ were approximately 18 hours for food samples and 15.4 hours at pH 5.65 for buffer sample. Z values of food samples were about $37^{\circ}C$, which were similar to those of buffer sample. The decomposition rate constant of pantothenic acid in buffer sample decreased when the pH increased from 4.0 to 6.46, but activation energy increased. In the range of $pH\;6.46{\sim}8.0$, decomposition rate constant increased but activation energy decreased as pH increased. The kinetic model of pantothenic acid decomposition in buffer system was proposed on the basis of empirical relationship.

  • PDF

Design and Development of Carbon Emission Monitoring System in Sejong City, Korea (세종시 탄소배출 모니터링시스템(CEMS)의 설계)

  • Leem, Yountaik
    • The Journal of the Korea Contents Association
    • /
    • v.14 no.2
    • /
    • pp.482-493
    • /
    • 2014
  • Many kinds of carbon emission monitoring systems or integrated systems have been developed so far. However, despite of the development of related techniques, they tend to be lack of statistic processing functions for feedback and policy-making data for users. In this study, a new CEMS (Carbon Emission Monitoring System) has been suggested and implemented in Sejong City, Korea. This system adapted automatic remote reading system from the site management agency as data hub to collect the electricity, gas and water usage of each household. The CEMS is consisted of 6 parts; carbon emission measurement, carbon emission standard setup and management, statistic analysis and the incentives. CEMS is distinguished with other systems for its UIs for users and the administrators. Also, data sharing with urban information system(UIS) of local government to produce information for users and policy-makers. This system makes it possible to investigate the change of energy consumption patterns, especially depending on the family structure and the housing characteristics. Furthermore, analyzing their correlation with carbon emission, it is expected to provide basic data used to establish urban environmental policies.

Adoption of Wetland Education as a Part of the Formal School Curriculum: Their Research Trends and Topics (습지교육의 정규교과 채택: 연구동향과 연구주제)

  • Park, Jun-Kyu;Suh, Seung Oh;Do, Yuno
    • Journal of Wetlands Research
    • /
    • v.22 no.4
    • /
    • pp.257-263
    • /
    • 2020
  • To answer whether it is proper to adopt wetland education as a part of the formal school curriculum, this study analyzed research trends and topics on wetland education and identified cases of adopting wetland education as a part of the formal school curriculum. Analyzing trends and topics on wetlands resulted in a recent shift of the focus of wetland education from the awareness and attitude towards wetlands to the ecological functions and ecosystem services that wetlands provide. In 2002, 18 Contracting Parties of the Ramsar Convention had adopted wetland education in the formal school curriculum. As of August 2020, the number has increased up to 42 countries. The globally increased awareness on the importance of wetlands seems to have led the positive change. Most of the cases analyzed and reflected in this study showed that the curricula were designed and applied not nationally but locally or school basis for efficiency.

A Study on the Optimum Design of a Facade with Shading-type BIPV in Office Building (차양형 BIPV가 적용된 사무소 건물의 외피 최적 설계에 관한 연구)

  • Park, Se-Hyeon;Kang, Jun-Gu;Bang, Ah-Young;Kim, Jun-Tae
    • Journal of the Korean Solar Energy Society
    • /
    • v.35 no.2
    • /
    • pp.93-101
    • /
    • 2015
  • Zero energy building is a self sufficient building that minimizes energy consumption through passive elements such as insulation, high performance window system and installing of high efficiency HVAC system and uses renewable energy sources. The Korea Government has been strengthening the building energy efficiency standard and code for zero energy building. The building energy performance is determined by the performance of building envelope. Therefore it is important to optimize facade design such as insulation, window properties and shading, that affect the heating and cooling loads. In particular, shading devices are necessary to reduce the cooling load in summer season. Meanwhile, BIPV shading system functions as a renewable energy technology applied in solar control facade system to reduce cooling load and produce electricity simultaneously. Therefore, when installing the BIPV shading system, the length of shadings and angle that affect the electricity production must be considered. This study focused on the facade design applied with BIPV shading system for maximizing energy saving of the selected standard building. The impact of changing insulation on roof and walls, window properties and length of BIPV shading device on energy performance of the building were investigated. In conclusion, energy consumption and electricity production were analyzed based on building energy simulations using energyplus 8.1 building simulation program and jEPlus+EA optimization tool.

A Study on the Improvement of Administrative Information Data Set Operation of Private Universities (사립대학 행정정보 데이터세트 운영 개선 방안)

  • Kim, Hyunjung;Bae, Sungjung
    • The Korean Journal of Archival Studies
    • /
    • no.74
    • /
    • pp.187-222
    • /
    • 2022
  • The aim of this study was to analyze the operation status of administrative information datasets of private universities and present improvement plans. For the system of private universities, the generation, correction, and deletion of functions, development types, and data were analyzed politically. As a result of the analysis, it has one or more administrative information systems and uses the academic management system in common, and the system is often developed on its own through the university's infrastructure, and data is deleted by the person in charge, but the regulations are not clear. To solve these problems, it was proposed to revise the EA portal to properly investigate the current status of the administrative information system of private universities, manage records centering on systems without data correction, and revise internal regulations to conduct education.