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Archived Data Management Systemin Kentucky
Mei Chen, Ph.D.Dept of Civil EngineeringUniversity of Kentucky
November 7, 2003
Background Major ITS deployments in Kentucky
ARTIMIS (The Advanced Regional Traffic Interactive Management and Information System)
82 detectors within KY
Background (cont’d) Major ITS deployments in Kentucky
TRIMARC (Traffic Response and Incident Management Assisting the River Cities)
71 detectors in KY (2003)
Data Collected Volume Speed Occupancy Length-based vehicle classification Incident
Potential Applications Planning
Demand modeling Data reporting Air quality
Operation Performance monitoring Delay management
Safety Speed management
Major Tasks Develop ADMS functional requirement
Data needs survey Develop data archiving algorithm Develop data quality control strategy Develop a user interface for data
query
TRIMARC Data Quality2002 TRIMARC Overall Volume Data Quality
93.0%87.4% 86.4%
80.6%
Completeness percentage % passing quality check(compared to raw data)
% of 15min records used tocalculate hourly volume
% of 15min records used tocalculate daily volume
ARTIMIS Data Quality2002 ARTIMIS Overall Volume Data Quality
19.0%
66.3% 66.3% 64.7%
Completeness percentage % passing quality check(compared to raw data)
% of 15min records used tocalculate hourly volume
% of 15min records used tocalculate daily volume
Traffic Characteristics Speed distribution
TRIMARC: Segment SKYI64003E (I-64E), MP6.7 2 lanes per direction Friday, December 13, 2003
SKYI64003E (MP6.7)
0
1020
3040
5060
70
0:00 2:24 4:48 7:12 9:36 12:00 14:24 16:48 19:12 21:36 0:00
Time
Average spe
ed (m
ph)
Traffic Characteristics (cont’d) Speed – Flow Relationship
TRIMARC: Segment SKYI64003E (I-64E), MP6.7 2 lanes per direction Year 2002: 4-7pm
SKYI64003E (MP6.7)
0102030405060708090
0 500 1000 1500 2000 2500Flow rate (veh phpl)
Aver
age sp
eed
(mph
)
ADMS in Kentucky
Research in Progress…