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Published byDwayne Henderson Modified over 7 years ago
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SensMetrics Hi-Resolution Signal Analytics for Signal Timing Optimization
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Outline Sensys SensMetrics Solution SensMetrics Performance Measures
Analytic Foundation for Smart Cities System Architecture Application to Intersection Operations SensMetrics Performance Measures 24x7 Performance Measures for Intersections SensMetrics Turn Movement Counts 24x7 Counts and Turn Movements for Signal Timing SensMetrics Signal Timing Optimization Solution Attributes Agency Benefits Return on Investment
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Analytical Foundation for Smart Cities
Traffic Management Performance Measures Traveler Info Planning & Policy SNAPS – Data Analytics Network & Data Management Wireless Sensor Networks
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SensMetrics Solution High-Resolution Performance Measures
Volume/Capacity Ratios Arrivals on Green and Wait Times Purdue Coordination Diagrams Turn Movement Counts Safety Information Red light violations Right Turn on Red violations Continuous Data Archive Comparison reports Complaint investigation Data for Signal Retiming and Optimization Signal phases and cycle times Days of Week grouping and TOD periods Seasonal variations SensMetrics Video:
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SensMetrics Operates automatically, independently, and continuously
Mobility and Safety Performance Measures Operates automatically, independently, and continuously Leverages accuracy and synchronization of Sensys Networks wireless detectors Data For Signal Timing & Intersection Performance Measures Data Fusion & Algorithms Builds on basic Sensys detection platform, moves up the food chain. Sensys Networks Detections & Signal Phase Timings
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SensMetrics System Architecture
Intersection (TS2) configuration Automatic data collection and performance measurement Independent of controller operation Continuous availability and online data archive TS2 Ethernet APCC M U USB FlexConnect SDLC
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SensMetrics System Architecture
Intersection (2070/170) configuration Automatic data collection and performance measurement Independent of controller operation Continuous availability and online data archive
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Signal Timing with SensMetrics
Proactive & continual performance management COLLECT Obtain turn count data, analyze seasonal trends EVALUATE Run periodic reports, evaluate performance deterioration SensMetrics Performance Time Maintain Long Term Performance OPTIMIZE Generate optimal TOD plans and phases, Implementation
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SensMetrics: Intersection Configuration
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Volume/Capacity Ratios
SensMetrics Reports Volume/Capacity Ratios Counts Arrivals on Green Wait Times
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More SensMetrics Reports
Purdue Coordination Diagram Turn Movement Counts Red Light Violations Comparison Report
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Signal Timing Optimizations
Based on 24x7 Turn Movement Counts Optimizing Days of Week Clusters Optimizing Time of Day Boundaries Optimizing Cycle Time, Green Splits, Offset
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Optimizing Days of Week Clusters
Apply k-means clustering to identify clusters Ideally (and usually), clusters correspond to days of week
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Optimizing Time of Day Boundaries
Within cluster, identify changes in turn counts
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Optimizing Green Splits
Current Optimized
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Safety - Priceless Danville Case Study: Red Light Violators
Total violators - 666 This information can be utilized for several purposes. Used in conjunction with the previous charts, are there any timing issues which need to be addressed to improve safety? How did retiming affect safety? This also can be used to provide law enforcement with timely information so they can potentially target intersections with red light running issues with enforcement to change driver behavior Enforce, educate?
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SensMetrics Product Components Optimized signal timing based on 24x7 automatic turn movement counts Intersection performance and safety metrics Accurate and high-resolution detection data for reliable performance measures Monitoring and maintenance of sensors, repeaters and access points for data integrity and availability Supports existing traffic agency infrastructure including current signal controller operations and IT network and servers
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Summary Study seasonal, weekly, daily trends
Traffic Operations move from Reactive to Proactive 24x7 Turn Movement Data Study seasonal, weekly, daily trends Optimize timing plans: days of week, TOD splits; phase splits; signal offsets Ability to re-time your signals as often as you want 24x7 Performance Measures Identify deficiencies in your timing plans Fix them and see the results of changes Validation of customer complaints Determine impacts of work zones/diversions Increase safety of intersections Identify periods of red-light violations
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