• Title/Summary/Keyword: O/D estimation

Search Result 173, Processing Time 0.027 seconds

Sample Size Determination for O/D Estimation under Budget Constraint (예산제약하에서 O/D 추정을 위한 최소표본율 결정)

  • Sin, Hui-Cheol;Lee, Hyang-Suk
    • Journal of Korean Society of Transportation
    • /
    • v.24 no.3 s.89
    • /
    • pp.7-15
    • /
    • 2006
  • A large sample can Provide more information about the Population. As the sample size Increases, analysts will be more confident about the survey results. On the other hand, the costs for survey will increase in time and manpower. Therefore, determination of the sample size is a trade-off between the required accuracy and the cost. In addition, permitted error and significance level should be considered. Sample size determination in surveys for O/D estimation is also connected with confidence of survey result. However, the past methods were usually too simple to consider confidence. Therefore, a new method for O/D surveys was Proposed and it was accurate enough, but it has too large sample size when we have current budget constraint. In this research, several minimum sample size determination methods for origin-destination survey under budget constraint were proposed. Each method decreased sample size, but has its own advantages. Selection of the sample size will depend on the study Purpose and budget constraint.

Comparison Study of O/D Estimation Methods for Building a Large-Sized Microscopic Traffic Simulation Network: Cases of Gravity Model and QUEEENSOD Method (대규모 미시교통시뮬레이션모형 구축을 위한 O/D 추정 방법 성능 비교 - 중력모형과 QUEENSOD 방법을 중심으로 -)

  • Yoon, Jung Eun;Lee, Cheol Ki;Lee, Hwan Pil;Kim, Kyung Hyun;Park, Wonil;Yun, Ilsoo
    • International Journal of Highway Engineering
    • /
    • v.18 no.2
    • /
    • pp.91-101
    • /
    • 2016
  • PURPOSES : The aim of this study was to compare the performance of the QUEENSOD method and the gravity model in estimating Origin-Destination (O/D) tables for a large-sized microscopic traffic simulation network. METHODS : In this study, an expressway network was simulated using the microscopic traffic simulation model, VISSIM. The gravity model and QUEENSOD method were used to estimate the O/D pairs between internal and between external zones. RESULTS: After obtaining estimations of the O/D table by using both the gravity model and the QUEENSOD method, the value of the root mean square error (RMSE) for O/D pairs between internal zones were compared. For the gravity model and the QUEENSOD method, the RMSE obtained were 386.0 and 241.2, respectively. The O/D tables estimated using both methods were then entered into the VISSIM networks and calibrated with measured travel time. The resulting estimated travel times were then compared. For the gravity model and the QUEENSOD method, the estimated travel times showed 1.16% and 0.45% deviation from the surveyed travel time, respectively. CONCLUSIONS : In building a large-sized microscopic traffic simulation network, an O/D matrix is essential in order to produce reliable analysis results. When link counts from diverse ITS facilities are available, the QUEENSOD method outperforms the gravity model.

A Study on Inner Zone Trip Estimation Method in Gravity Model (중력모형에서 존내 분포통행 예측방법에 관한 연구)

  • Ryu, Yeong Geun
    • KSCE Journal of Civil and Environmental Engineering Research
    • /
    • v.26 no.5D
    • /
    • pp.763-769
    • /
    • 2006
  • Gravity Model estimates target year's distributed trips using three variables like as origin zone's trip production, destination zone's trip attraction and traffic impedance between origin zone centroid and destination zone centroid. Estimating inner zone trip by gravity model is impossible because traffic impedance of inner zone has "0" value. So till today, for estimating inner zone trips, other methods like growth factor model are used. This study proposed inner zone trip estimation method that calculates inner zone's traffic impedance using established gravity model and estimates inner zone trips by putting calculated traffic impedance into the gravity model. 1988 year's surveyed O-D as basic year's O-D, proposed method's and existing methods(growth factor method and regression model)'s estimated results of 1992 year's and 2004 year's were compared with each year's real O-D by $x^2$, RMSE, Correlation coefficient. And resulted that the proposed method is superior than other existing methods.

An Approach for Estimating Traffic-Zonal Origin-Destination Matrices(O-D) from Toll Collection System's Ones (고속도로 영업소간 기.종점통행량으로부터 교통죤간 기.종점통행량 추정기법 연구)

  • 신언교;황부연;신승원
    • Journal of Korean Society of Transportation
    • /
    • v.17 no.1
    • /
    • pp.7-17
    • /
    • 1999
  • The expressway network includes a total of about 1,899 km in our country The only 1,016 km of that is being managed by the closed Toll Collection System(TCS) which is composed of 74 tollgates. We obtain inter-tollgate O-D matrices from that system everyday. But, they are not traffic-zonal O-D matrices. So they have not been used for the expressway traffic analysis and the traffic demand estimation despite of their accuracy. If we could estimate the traffic-zonal O-D matrices from TCS O-D ones, we could perform expressway traffic analysis more efficiently. Moreover we could obtain more precise expressway O-D matrices and traffic-zonal O/D ones by this approach than by the conventional ones. In this paper. we proposed the model estimating traffic-zonal O/D matrices from TCS O-D ones. The assigned volumes with the estimated traffic-zonal O-D matrices produced the only 17.9% error all over the TCS expressway section when compared to the real traffic volumes. So, the proposed model enables for us to estimate more accurate O/D matrics than any other existing methods.

  • PDF

Origin-Destination Estimation Based on Cellular Phone's Base Station (휴대폰 기지국 정보를 이용한 O/D 추정기법 연구)

  • Kim, Si-Gon;Yu, Byeong-Seok;Gang, Seung-Pil
    • Journal of Korean Society of Transportation
    • /
    • v.23 no.1
    • /
    • pp.93-102
    • /
    • 2005
  • An Origin-Destination (O/D) is considered as one of the important information in route choices and trip assignments. A household interview survey is deemed to be the traditional and the most widely used method in making sample O/D and its conversion to the total O/D. Some researchers have studied to estimate dynamic O/D from the relationship between link volumes and trip assignment model. Nowadays, owing to the recent rapid spread of cellular phones. Location information of the cellular phone through the Base Station(BS) is considered as an alternative to O/D estimation. In this study, the methodology of generating BS-based O/D and the methodology of converting this O/D into an administrative district-based O/D are proposed. The information of GPS positions and cellular BS positions have acquired by establishing GPS equipment and cellular phone on taxies in Cheongju. Three weeks data are collected and used in estimating O/D by matching them on a digital map. Scatter diagram and sample correlation coefficients are used to investigate the similarity of the GPS-based O/D pattern among weeks, among days, and among times in day. The results show that there are few significant differences among weeks. But there is a difference in O/C pattern between weekday and weekend. Furthermore, there is a difference between morning peak and afternoon peak. Two methodologies are proposed to convert BS-based O/D into an administrative district-based O/D. The first one is to use the distribution pattern of GPS coordinates, the other is to use the coverage area of the BSs. To validate such converted O/D, GPS O/D is used as a true value. The statical analyses through scatter diagram, MAE and RMSE shows that there is few significant defference of pattern between the estimated BS-based O/D and GPS O/D. In the case of using only cellular information, the methodology using coverage area of the BSs is recommended for estimating O/D.

An Empirical Study on Comparative Analysis of Freight Demand Estimation Methods - Unimodal O/D Based Method and P/C Based Method : Focus on Korean Import/Export Container Freight (수단O/D기반 및 P/C기반 화물수요추정방식의 실증적 비교: 우리나라 컨테이너 화물을 중심으로)

  • Kim, Hyunseung;Park, Dongjoo;Kim, Chansung;Choi, Chang Ho;Cho, Hanseon
    • Journal of Korean Society of Transportation
    • /
    • v.31 no.2
    • /
    • pp.45-59
    • /
    • 2013
  • This study deals with the comparative analysis between two freight demand estimation methods : Unimodal O/D based method and P/C based method. The data of access/egress truck trips has been omitted from the Korean freight unimodal O/D of KTDB. This is because KTDB's unimodal O/D has not marked the series of unlinked trips down as the whole freight intermodal transport and surveyed only the main-haul trips of them. For these reasons, freight intermodal transport mechanism has not been analysed perfectly with Korean unimodal O/D data. This study tries to estimate P/C table of Korean Import/Export container freight and develop the MCC(Multimodal Channel Choice) model. Then, comparing unimodal O/D based method and P/C based method in terms of the switch commodities between production point(the initial point of freight transport) and consumption point(the terminal point of freight transport), unimodal commodities, and commodities on links is conducted. The results show that the P/C based method is able to simulate the freight intermodal transport.

Engineering J-Integral Estimation for Internal Axial Surface Cracks in Cylinders (I) -Deformation Plasticity Based Estimation- (실린더에 존재하는 축방향 표면균열에 대한 공학적 J-적분식 (I) - 변형소성에 기초한 방법-)

  • Kim, Jin-Su;Kim, Yun-Jae;Park, Yeong-Jae;Kim, Yeong-Jin
    • Transactions of the Korean Society of Mechanical Engineers A
    • /
    • v.26 no.8
    • /
    • pp.1672-1679
    • /
    • 2002
  • This paper provides an engineering J estimation equation for cylinders with finite internal axial surfacecracks under internal pressure. The proposed equation is the J estimation equation based on deformation plasticity using Ramberg-Osgood (R-O) materials. Based on detailed 3-D FE results using deformation plasticity, plastic influence functions for fully plastic J components are tabulated for practically interesting ranges of the mean radius-to-thickness ratio, the crack depth-to-length ratio, the crack depth-to-thickness ratio. the strain hardening index for the R-O material, and the location along the semi-elliptical crack front. Based on tabilated plastic influence functions, the J estimation equation along the crack front is proposed and validated for R-O materials. Good agreements between the FE results and the proposed J estimation provide confidence in the use of the proposed method to elastic-plastic fracture mechanics of pressurized piping.

A Study on the Estimation Method of the Consultation-Rooms for the O. P. D. in General Hospital (종합병원 외래진료부의 진찰실수 산정방법에 관한 연구)

  • No, Byung-Ok;Lee, Teuk-Koo
    • Journal of The Korea Institute of Healthcare Architecture
    • /
    • v.4 no.6
    • /
    • pp.67-76
    • /
    • 1998
  • The purpose of this study is to estimate the number of the consulation rooms for the O.P.D. in General Hospital. To estimate optimal number of consulation rooms, it has to be considered the factors of population density, neighboring medical supply, condition of location, and the number of bed etc. And the figure of Out-Patients has to be expected as exact as possible. In calculation of consulation rooms, existing hospital planning has been considered only the number of bed, without considering many other factors. According to it, the number of consulation rooms was calculated by consulation and then work out the total number of consulation rooms for the O.P.D.. Therefore this method has been had a lot of problems But. this study considered four factors, and calculated the total number of consulation rooms for O.P.D. and then worked out the number of consulation rooms by O.P.D.

  • PDF

Travel Demand Estimation using Traffic Counts on the Large Scale Network (대규모교통망에서 관측교통량기반 통행수요추정)

  • 김종형;이승재;조범철
    • Journal of Korean Society of Transportation
    • /
    • v.19 no.2
    • /
    • pp.43-52
    • /
    • 2001
  • 대부분의 관측교통량기반 수요추정기법은 소규모 및 중규모 교통망 등의 상대적으로 규모가 작은 교통망에서 기본적으로 가정된 수요를 가지고 얻은 추정O/D를 기본O/D와 비교하여 그 추정의 정확성이 어느 정도인가를 오차분석법 등을 이용하여 비교.분석하는 것이 그 주요한 분석방향이라고 할 수 있었다. 이러한 접근법은 실제 현실에서는 알 수 없는 참O/D나 참관측교통량을 가정하고 제시된 모형을 면밀히 관찰하여 모형의 장단점이 무엇인지를 파악하거나 타모형과의 비교.분석을 용이하게 하고자 할 때 많이 이용된다. 그러나 이러한 가정된 교통망이나 참O/D(true O/D) 등은 모형의 적용가능성을 살필 경우에 이용 가능한 방법이라고 할 수 있지만, 참O/D를 알지 못하는 현실상황(대규모 교통망)에서는 추정O/D의 신뢰성을 평가하기란 매우 힘든 작업이거나 거의 불가능한 일이라 할 수 있다. 이러한 문제점을 보완하고자 본 연구에서는 서울시의 1996년도 교통센서스 자료를 이용하여 가정된 수요가 아닌 실제적이고 현실적인 자료를 가지고 대규모 교통망에서 이용될 수 있는 모형을 살펴보았다. 연구방법은 대규모 교통망에 기존의 단일차종기반모형과 본 연구에서 제시한 다차종(multiclass)기반모형을 적용하여 추정된 O/D에 TLFD(Trip Length Frequency Distribution)개념을 이용하여 추정된 O/D의 신뢰성을 평가하고자 하였다. 또한, $R^2$를 이용하여 모형 적용 전후의 관측교통량과 배분교통량을 비교하여 추정력을 분석하였다. 본 연구에서는 단일차종기반모형보다는 차종간 혼잡효과 및 노선선택비율을 차종별로 감안할 수 있는 다차종기반모형이 대규모교통망에서는 보다 적절한 결과를 나타내는 것으로 분석되었다.

  • PDF