+ All Categories
Home > Documents > Abstract The value of creating an ITS data archive is somewhat undisputed, and a number exist in...

Abstract The value of creating an ITS data archive is somewhat undisputed, and a number exist in...

Date post: 21-Jan-2016
Category:
Upload: ashley-lyons
View: 215 times
Download: 0 times
Share this document with a friend
Popular Tags:
2
Abstract Abstract The value of creating an ITS data archive is somewhat undisputed, and a number exist in states and major metropolitan regions in North America. In addition to providing a secure data storage environment many archives include tools for analyzing the quality of the data and for creating performance measures describing the transportation system both in real time and on a historical basis. An ITS data archive provides a unique opportunity to measure how a transportation system operates over time. An ITS data archive has been developed in Portland, Oregon at relatively low cost, taking advantage of sensors and communications used to operate the system in real time. The value of the data archive is governed by the quality of the analysis tools provided for users. The objective of this paper is to describe the results of a survey conducted to gauge ADUS user needs and experiences from both the planning and operations perspectives. Recommendations for improvements and next steps are provided. Overview Overview Welcome to PORTAL— the Portland Oregon Regional Transportation Archive Listing (http://portal.its.pdx.edu). This system is being developed at Portland State University by students and faculty in the Intelligent Transportation Systems (ITS) Lab under the direction of Dr. Robert L. Bertini. Sponsored by the National Science Foundation, we are working in close cooperation with the Oregon Department of Transportation (ODOT), Metro, the City of Portland, TriMet and other regional partners. The purpose of this project is to implement the archived data user service (ADUS) under the guidance of the National ITS Architecture for the Portland metropolitan region. Since July 2004, PORTAL has been archiving 20-second data from the 485 inductive detectors comprising the Portland region’s Advanced Traffic Management System (ATMS). We also archive area weather data and plan to expand the capabilities of our system and to include multimodal data sources from both Oregon and Washington. We welcome your participation in our project. What’s in PORTAL Database? What’s in PORTAL Database? Loop Detector Data Loop Detector Data 20 s count, 20 s count, occupancy, speed occupancy, speed from 500 from 500 detectors (1.2 detectors (1.2 mi spacing) mi spacing) Incident Data Incident Data 140,000 since 1999 140,000 since 1999 Weather Data Weather Data VMS Data VMS Data 19 VMS since 1999 19 VMS since 1999 Data Archive Data Archive Days Since July 2004 Days Since July 2004 About 300 GB About 300 GB 4.2 Million Intervals 4.2 Million Intervals Regional Infrastructure Regional Infrastructure 98 CCTV Cameras 138 Ramp Meters TriMet Automatic Vehicle Location and Bus Dispatch System Extensive fiber optics network Bi-state region Regional ITS Committee: TransPort Data sharing philosophy Gigabit ethernet/private ITS network PSU official data archive entity Performance Measures Performance Measures Volume Speed Occupancy Delay VMT VHT Travel Time Reliability Querying the Archive Querying the Archive The web interface allows users to perform queries on 5- min aggregated data to extract volume, speed, occupancy, vehicle miles traveled, vehicle hours traveled, travel time, and delay. The user can specify a point on the freeway or a full highway segment, the time period and specific travel lanes. Users can display summaries of data from multiple days. The data can be grouped by hour of day, day of week, or week of year. The user can also determine the statistics they wish to see, including, mean, minimum value, maximum value, and standard deviation. The user can also generate congestion-related performance measures for the entire region. What’s Behind the Scenes? What’s Behind the Scenes? Database Server Database Server PostgreSQL RDMS PostgreSQL RDMS Storage Storage 2 Terabyte RAID 2 Terabyte RAID Web Interface Web Interface Development Server Development Server CentOS Linux CentOS Linux distribution distribution 220 Registered Users 220 Registered Users Future Work Future Work The Intelligent Transportation Systems Lab (www.its.pdx.edu) has been designated as the regional archiving site for ITS data from Portland and adjacent areas of southwestern Washington. The design and implementation of this archive are being carried out in accordance with the functional requirements for ADUS set forth in the National ITS Architecture. By openly sharing algorithms and experiences, all regions can benefit from past experiences. In Portland, we are emphasizing the development of a multimodal resource that is benefiting Archiving ITS Data Archiving ITS Data Data archiving for ITS refers to the systematic retention and re-use of operational ITS data. Though the original and primary purpose of generating these data is often for real-time management of transportation systems, archiving these otherwise- discarded data offers a rich source of information to various entities and agencies with a heightening need to evaluate system performance and characteristics on a continuing basis. Once retained, the vast amount of ITS-generated data can be used in transportation planning, administration and research by key stakeholders including metropolitan planning organizations (MPOs), state transportation planners, traffic management operators, transit operators and transportation researchers. Freeway Cross Section Analysis Freeway Cross Section Analysis 0 1000 2000 3000 4000 5000 0:00 4:00 8:00 12:00 16:00 20:00 Time Volume (veh/hr) 0 10 20 30 40 50 60 70 Speed (mph) Vol05 Speed05 10 20 30 40 50 60 70 0:00 4:00 8:00 12:00 16:00 20:00 Time Speed (mph) Speed04 Speed05 Speed - Flow Analysis (2005) 2004 - 05 Speed Comparison Cross Section Study Hwy 26 2004 - 2005 Bus Probe Arterial Speed Map Bus Probe Arterial Speed Map Travel Time Reliability Travel Time Reliability
Transcript
Page 1: Abstract The value of creating an ITS data archive is somewhat undisputed, and a number exist in states and major metropolitan regions in North America.

AbstractAbstractThe value of creating an ITS data archive is somewhat undisputed, and a number exist in states and major metropolitan regions in North America. In addition to providing a secure data storage environment many archives include tools for analyzing the quality of the data and for creating performance measures describing the transportation system both in real time and on a historical basis. An ITS data archive provides a unique opportunity to measure how a transportation system operates over time. An ITS data archive has been developed in Portland, Oregon at relatively low cost, taking advantage of sensors and communications used to operate the system in real time. The value of the data archive is governed by the quality of the analysis tools provided for users. The objective of this paper is to describe the results of a survey conducted to gauge ADUS user needs and experiences from both the planning and operations perspectives. Recommendations for improvements and next steps are provided.

OverviewOverviewWelcome to PORTAL— the Portland Oregon Regional Transportation Archive Listing (http://portal.its.pdx.edu). This system is being developed at Portland State University by students and faculty in the Intelligent Transportation Systems (ITS) Lab under the direction of Dr. Robert L. Bertini. Sponsored by the National Science Foundation, we are working in close cooperation with the Oregon Department of Transportation (ODOT), Metro, the City of Portland, TriMet and other regional partners. The purpose of this project is to implement the archived data user service (ADUS) under the guidance of the National ITS Architecture for the Portland metropolitan region. Since July 2004, PORTAL has been archiving 20-second data from the 485 inductive detectors comprising the Portland region’s Advanced Traffic Management System (ATMS). We also archive area weather data and plan to expand the capabilities of our system and to include multimodal data sources from both Oregon and Washington. We welcome your participation in our project.

What’s in PORTAL Database?What’s in PORTAL Database?

Loop Detector DataLoop Detector Data20 s count, occupancy, 20 s count, occupancy,

speed from 500 detectors speed from 500 detectors (1.2 mi spacing) (1.2 mi spacing)

Incident DataIncident Data

140,000 since 1999140,000 since 1999

Weather DataWeather Data VMS DataVMS Data

19 VMS since 199919 VMS since 1999

Data ArchiveData Archive

Days Since July 2004Days Since July 2004About 300 GBAbout 300 GB

4.2 Million Intervals4.2 Million Intervals

Regional InfrastructureRegional Infrastructure98 CCTV Cameras138 Ramp MetersTriMet Automatic

Vehicle Location and Bus Dispatch

SystemExtensive fiber optics

networkBi-state regionRegional ITS Committee: TransPortData sharing philosophyGigabit ethernet/private ITS networkPSU official data archive entity

Performance MeasuresPerformance MeasuresVolumeSpeedOccupancyDelayVMTVHTTravel TimeReliability

Querying the ArchiveQuerying the ArchiveThe web interface allows users to perform queries on 5-min aggregated data to extract volume, speed, occupancy, vehicle miles traveled, vehicle hours traveled, travel time, and delay. The user can specify a point on the freeway or a full highway segment, the time period and specific travel lanes. Users can display summaries of data from multiple days. The data can be grouped by hour of day, day of week, or week of year. The user can also determine the statistics they wish to see, including, mean, minimum value, maximum value, and standard deviation. The user can also generate congestion-related performance measures for the entire region.

What’s Behind the Scenes?What’s Behind the Scenes?

Database ServerDatabase Server

PostgreSQL RDMSPostgreSQL RDMS

StorageStorage

2 Terabyte RAID2 Terabyte RAIDWeb InterfaceWeb InterfaceDevelopment ServerDevelopment Server

CentOS Linux CentOS Linux distributiondistribution

220 Registered Users220 Registered Users

Future WorkFuture WorkThe Intelligent Transportation Systems Lab (www.its.pdx.edu) has been designated as the regional archiving site for ITS data from Portland and adjacent areas of southwestern Washington. The design and implementation of this archive are being carried out in accordance with the functional requirements for ADUS set forth in the National ITS Architecture. By openly sharing algorithms and experiences, all regions can benefit from past experiences. In Portland, we are emphasizing the development of a multimodal resource that is benefiting all transportation agencies via a unique collaborative environment established by the TransPort committee.

Archiving ITS DataArchiving ITS DataData archiving for ITS refers to the systematic retention and re-use of operational ITS data. Though the original and primary purpose of generating these data is often for real-time management of transportation systems, archiving these otherwise-discarded data offers a rich source of information to various entities and agencies with a heightening need to evaluate system performance and characteristics on a continuing basis. Once retained, the vast amount of ITS-generated data can be used in transportation planning, administration and research by key stakeholders including metropolitan planning organizations (MPOs), state transportation planners, traffic management operators, transit operators and transportation researchers.

Freeway Cross Section AnalysisFreeway Cross Section Analysis

01

000

200

03

000

400

05

000

0:00 4:00 8:00 12:00 16:00 20:00

Time

Vo

lum

e (v

eh

/hr)

0

10

20

30

40

50

60

70

Sp

eed

(m

ph

)

Vol05

Speed05

10

20

30

40

50

60

70

0:00 4:00 8:00 12:00 16:00 20:00

Time

Sp

eed

(m

ph

)

Speed04

Speed05

Speed - Flow Analysis (2005)2004 - 05 Speed ComparisonCross Section Study

Hwy 26 2004 - 2005

Bus Probe Arterial Speed MapBus Probe Arterial Speed Map

Travel Time ReliabilityTravel Time Reliability

Page 2: Abstract The value of creating an ITS data archive is somewhat undisputed, and a number exist in states and major metropolitan regions in North America.

Beyond Archiving: Developing and Attracting Users of an Archived Data User Service

Beyond Archiving: Developing and Attracting Users of an Archived Data User Service

Robert L. Bertini, Portland State University and Jonathan Makler, City of Portland

portal.its.pdx.edu

Sponsor: National Science FoundationSponsor: National Science FoundationSupport from: FHWA, ODOT, City of Support from: FHWA, ODOT, City of Portland, Metro, TriMet, WSDOTPortland, Metro, TriMet, WSDOT

Portland Oregon Regional Portland Oregon Regional Transportation Archive ListingTransportation Archive Listinghttp://portal.its.pdx.eduhttp://portal.its.pdx.edu

Contour Plots - SpeedContour Plots - Speed

Weather PopupWeather Popup

Data Quality PopupData Quality Popup

Data Quality PopupData Quality Popup

Time Series - VolumeTime Series - Volume

Grouped Data – Travel TimeGrouped Data – Travel Time

Performance Report Performance Report

Monthly ReportMonthly Report

Let Us Hear From You!Let Us Hear From You!

Request an AccountRequest an Account

Daily DashboardDaily Dashboard Mapping: Speed SubtractionMapping: Speed Subtraction

Average PM Peak Speed (5-6 pm)

Speed Difference July-Dec 2005

Washington DOT DataWashington DOT Data

Monthly Incident ReportsMonthly Incident Reports

Num

ber o

f Inc

iden

tsTime

Incident Types Number of Lanes Affected

Incident Locations Number of Ongoing Incidents

Incident ReportsIncident Reports

Incident on NB I-205, log Incident on NB I-205, log truck rear-ended nursery truck rear-ended nursery truck, two cars involved, truck, two cars involved, duration >4 hrsduration >4 hrs

11/15/05 NB I-20511/15/05 NB I-205Incident on SB I-205, Incident on SB I-205, NB effects visibleNB effects visible

20,000 reported incidents/year

92 Database fields4 Entries per incident

02

000

500

0

CrashOccurs

All Lanes Clear

All Clear

TowArrives

01

000

300

04

000

08:00 08:30 09:00 09:30 10:00

Flo

w

CrashOccurs

All Lanes Clear

All Clear

TowArrives

10:30

8:15 2 veh crash8:19 Crash reported8:27 VMS message: CENTER LANES CLSD8:40 Tow requested9:10 Tow arrives9:27 Lanes clear 9:30 Traffic starts to clear9:45 Traffic clearing10:00 Traffic all clear

Incident AutopsyI-5 North June 12, 2006

User Survey: What Are People Using?User Survey: What Are People Using?

54%38%

24%32%

41%35%

32%14%

51%14%

8%19%

41%3%

5%

0% 10% 20% 30% 40% 50% 60%

TimeseriesGrouped Data

Data FidelityRaw Data

Monthly DataWeather

Performance

DashboardCongestionSVG Maps

Bivariate PlotsGoogle Traffic

Incident ReportsNoneOther

54%38%

24%32%

41%35%

54%38%

24%32%

41%35%

32%14%

51%14%

8%19%

32%14%

51%14%

8%19%

41%3%

5%

0% 10% 20% 30% 40% 50% 60%

TimeseriesGrouped Data

Data FidelityRaw Data

Monthly DataWeather

Performance

DashboardCongestionSVG Maps

Bivariate PlotsGoogle Traffic

Incident ReportsNoneOther


Recommended