• 제목/요약/키워드: Population dynamics model

검색결과 142건 처리시간 0.026초

전력산업 인력수급 예측모형 개발 연구

  • 이용석;이근준;곽상만
    • 한국시스템다이내믹스학회:학술대회논문집
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    • 한국시스템다이내믹스학회 2006년도 춘계학술대회 발표논문집
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    • pp.101-122
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    • 2006
  • A series of system dynamics model was developed for forecasting demand and supply of human resource in the electricity industry. To forecast demand of human resource in the electric power industry, BLS (Bureau of Labor Statistics) methodology was used. To forecast supply of human resource in the electric power industry, forecasting on the population of our country and the number of students in the department of electrical engineering were performed. After performing computer simulation with developed system dynamics model, it is discovered that the shortage of human resource in the electric power industry will be 3,000 persons per year from 2006 to 2015, and more than a double of current budget is required to overcome this shortage of human resource.

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전자공간과 전자상거래 성장의 동태성 분석을 통한 Policy Leverage 탐색 (Finding Policy Leverages with Analysis of Dynamic Growth Behaviors of Cyberspace and Electronic Commerce)

  • 하원규;김도훈;문태훈;최남희;홍민기
    • 한국시스템다이내믹스연구
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    • 제1권1호
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    • pp.29-56
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    • 2000
  • During the past few years, cyberspace and electronic commerce has been expanding throughout the world rapidly. The purpose of this paper is to find out policy leverages for boosting up cyberspace and electronic commerce using system dynamics simulation modeling approach. The system dynamics simulation model developed in this paper allows analysis of both the effect of factors on dynamic growth pattern of cyberspace as well as the effect of time delay in information processing, money transfer and delivery on model behavior. Finding of this study is that capacity of information infrastructure and size of cyberspace population are key factors of cyberspace growth. Also, reducing time delay in information flow, money flow, and delivery flow is an important policy leverages for growth of electronic commerce.

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청소년 스마트폰 중독자 예측 및 회복 프로그램에 관한 연구 (Studies on the Forecast of Smart Phone Addicted Youths and the Effect of Rehabilitation Programs)

  • 정관용;변상해
    • 한국시스템다이내믹스연구
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    • 제16권3호
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    • pp.77-96
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    • 2015
  • This study aims to forecast of the number of smart phone addicted youths and to evaluate the effect of rehabilitation programs. A system dynamics model is developed to describe the processes of addiction and transits between phases as well as the diffusion of smart phones. The youths are grouped into non users, general users, potential risky users, and high risky users. The model utilizes the population distributions over ages for the next 30 years forecasted by Korean Government. The number of youths decreases for the next decade or so, and the number of youths who owns smart phone will reach maximum at 2017. As for the rehabilitation programs, the model includes the preventive education for general users, counseling for potential risky users, and professional therapy for high risky users. The preventive education restricts the transit from general users to potential risky users. Counseling increases the transit from potential risky users to general users while it decreases the transit to high risky users. Professional therapy improves transit to potential risky users and to general users. Although the model cannot be validated the accuracy owing to the lack of data, it describes these transit within the reasonable ranges and can be used to study the allocation of the limited resources to maximize the outcome.

벼에서 애멸구(Laodelphax striatellus Fallén) 개체군 밀도 변동 예측 모델 구축 (Modelling The Population Dynamics of Laodelphax striatellus Fallén on Rice)

  • 권덕호;정인홍;서보윤;김혜경;박창규
    • 한국응용곤충학회지
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    • 제58권4호
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    • pp.347-354
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    • 2019
  • 벼에 줄무늬잎마름병을 유발하는 애멸구(Laodelphax striatellus)의 온도에 따른 산란 등 성충 활동 특성을 12.5~35.0℃ 10개 항온조건 광주기 14L:10D에서 조사하였다. 산란모델을 만들기 위한 단위 함수를 개발하고 DYMEX를 이용하여 개체군 밀도 변동 모델을 구축하였다. 성충 수명은 15.0℃에서 56.0일로 가장 길었고, 35.0℃에서 17.7일로 가장 짧았으며 온도가 올라감에 따라 수명도 짧아지는 경향을 보였다. 암컷 한 마리당 총산란수는 22.5℃에서 515.9개로 가장 많았으며, 35℃에서 18.6개로 가장 적었다. 산란 모델 개발을 위해 성충발육율, 총산란수, 성충사망율 및 누적산란율 단위모델을 추정한 결과, 단위모델 모두에서 높은 수준의 모델 적합성을 보였다(r2=0.94~0.97). 개체군 밀도 변동 모델은 포트와 포장 실험을 통하여 예측 정확도를 평가하였다. 포트 및 포장 실험 결과 접종 후 30일까지는 각 조사 시점에서 밀도 및 영기 분포 비율의 예측 정확도가 비교적 높았으나 이후에는 1, 2령의 조사 밀도와 예측 밀도 간에 큰 차이가 발생하였고, 영기 분포 변화의 경우도 모델에서 실제 조사 자료보다 1~2단계의 발육 영기가 빠르게 추정되는 경향을 보였다.

A development of system dynamics model for water, energy, and food nexus (W-E-F nexus)

  • Wicaksono, Albert;Jeong, Gimoon;Kang, Doosun
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2015년도 학술발표회
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    • pp.220-220
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    • 2015
  • Water, energy, and food security already became a risk that threatens people around the world. Increasing of resources demand, rapid urbanization, decreasing of natural resources and climate change are four major problems inducing resources' scarcity. Indeed, water, energy, and food are interconnected each other thus cannot be analyzed separately. That is, for simple example, energy needs water as source for hydropower plant, water needs energy for distribution, and food needs water and energy for production, which is defined as W-E-F nexus. Due to their complicated linkage, it needs a computer model to simulate and analyze the nexus. Development of a computer simulation model using system dynamics approach makes this linkage possible to be visualized and quantified. System dynamics can be defined as an approach to learn the feedback connections of all elements in a complex system, which mean, every element's interaction is simulated simultaneously. Present W-E-F nexus models do not calculate and simulate the element's interaction simultaneously. Existing models only calculate the amount of water and energy resources that needed to provide food, water, or energy without any interaction from the product to resources. The new proposed model tries to cope these lacks by adding the interactions, climate change effect, and government policy to optimize the best options to maintain the resources sustainability. On this first phase of development, the model is developed only to learn and analyze the interaction between elements based on scenario of fulfilling the increasing of resources demand, due to population growth. The model is developed using the Vensim, well-known system dynamics model software. The results are amount of total water, energy, and food demand and production for a certain time period and it is evaluated to determine the sustainability of resources.

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Dynamics of Vaccination Model with Holling Type II Functional Response

  • Bhatia, Sumit Kaur;Chauhan, Sudipa;Nasir, Umama
    • Kyungpook Mathematical Journal
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    • 제60권2호
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    • pp.319-334
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    • 2020
  • We propose a mathematical model with Holling type II functional response, to study the dynamics of vaccination. In order to make our model more realistic, we have incorporated the recruitment of infected individuals as a continuous process. We have assumed that vaccination cannot be perfect and there is always a possibility of re-infection. We have obtained the existence of a disease free and endemic equilibrium point, when the recruitment of infective is not considered and also obtained the existence of at least one endemic equilibrium point when recruitment of infective is considered. We have proved that if Rv < 1, disease free equilibrium is locally asymptotically stable, which leads to the elimination of the disease from the population. The persistence of the model has also been established. Numerical simulations have been done to establish the results obtained.

3차원 동적 다중물리 모델 기반 암세포 증식과정 예측기술 개발 (A STUDY ON CANCER CELL INVASION WITH A THREE-DIMENSIONAL DYNAMIC MULTI-PHYSICS MODEL)

  • 송지환;;김동철
    • 한국전산유체공학회:학술대회논문집
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    • 한국전산유체공학회 2010년 춘계학술대회논문집
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    • pp.556-561
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    • 2010
  • This paper proposes a three-dimensional haptotaxis model to simulate the migration of the population of cancer cells. The invasion of the cancer cells relates with the hapto- and the effect of the energy between cells and (ECM). The diffuse interface model is employed, which incorporates haptotaxis mechanism and interface energies. The semi-implicit Fourier spectral scheme is adopted for efficient complications. The simulation results reveal rich dynamics of cancer cells migration.

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한국 동해 생태계의 잠재생산량 추정방법에 관한 비교 연구 (A comparative study on the estimation methods for the potential yield in the Korean waters of the East Sea)

  • 임정현;서영일;장창익
    • 수산해양기술연구
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    • 제54권2호
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    • pp.124-137
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    • 2018
  • Due to the decrease in coastal productivity and deterioration in the quality of ecosystem which result from the excessive overfishing of fisheries resources and the environmental pollution, fisheries resources in the Korean waters hit the dangerous level in respect of quantity and quality. In order to manage sustainable and effective fisheries resources, it is necessary to suggest the potential yield (PY) for clarifying available fisheries resources in the Korean waters. So far, however, there have been few studies on the estimation methods for PY in Korea. In addition, there have been no studies on the comparative analysis of the estimation methods and the substantial estimation methods for PY targeted for large marine ecosystem (LME) For the reasonable management of fisheries resources, it is necessary to conduct a comprehensive study on the estimation methods for the PY which combines population dynamics and ecosystem dynamics. To reflect the research need, this study conducts a comparative analysis of estimation methods for the PY in the Korean waters of the East Sea to understand the advantages and disadvantages of each method, and suggests the estimation method which considered both population dynamics and ecosystem dynamics to supplement shortcomings of each method. In this study, the maximum entropy (ME) model of the holistic production method (HPM) is considered to be the most reasonable estimation method due to the high reliability of the estimated parameters. The results of this study are expected to be used as significant basic data to provide indicators and reference points for sustainable and reasonable management of fisheries resources.

방사성 페기물 처분장 입지 후 지역 변화 모델 구축 (Local Community Development Model Building Study after Radioactive waste disposal facility Siting on GyeongJu)

  • 오영민;유재국
    • 한국시스템다이내믹스연구
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    • 제7권1호
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    • pp.119-146
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    • 2006
  • City of Gyeongju's referendum finally offered the long-waited low-level radioactive waste disposal site in November 2005. Gyeongju's positive decision was due to the various economic rewards and incentives the national government promised to the city. 300 million won for an accepting bonus, 8.5 billion won, annual revenue fro the entry quantity of waste into the city's disposal site, the location of the headquarter building of the Korean Hydro and Nuclear Power Co., and the accelerator research center. All of the above will affect the city's infrastructure and the citizens' economic and cultural lives. Population, land use, economic structure, environment and quality of life will be affected. Some will be very positive, and some will be positive. This research project will see the future of the city and forecast the demographic, economic, physical and environmental changes of the city via computer simulation's system dynamics technique. This kind of simulation will help City of Gyeongju's what to prepare for the future. The population forecasting of the year 2026 will be 289,069 with the waste disposal site, and 279,131 without the waste disposal site in Gyeongju. The waste disposal site and the relocation of the company headquarters and location of the accelerator research center will attract 9,938 individuals more with 511 manufacturing shops and 1944 service jobs. The population increase will bring 3,550 more houses constructed in the city. Land use will also be affected. More land will be developed. However, mad, water plant and waste water plant will not be expanded as much. The city's financial structure will be expanded, due to the increased revenues from the waste disposal site, and property tax revenues from the middle-class employees of the company, and the high-powered scientists and technologists from the accelerator research center. All in an, the future of the city will be brighter after operating the nuclear waste disposal site inside the city.

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