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05/16/2008 Improved Traffic Signal Efficiency in Rural Areas through the use of Variable Maximum Green Time Aswini Rajagopalan
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05/16/2008 2 Outline Introduction Definitions Work Done By Others Research Plan Site Selection and Description Methodology Results and Discussion Conclusions and Recommendations
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05/16/2008 3 Introduction: Traffic Signal? Why do we need it? Where do we install it?
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05/16/2008 4 Introduction (contd): Working of a traffic signal: Timers What is being timed in a traffic signal? Green Yellow Red
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05/16/2008 5 Introduction
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05/16/2008 6 Introduction Contd… Statistics Researchers at Oak Ridge National Laboratory 296 million vehicle hours of delay 56% - poor traffic signal timings. Updated Traffic Signal Timings 10 to 40% reduction in delay, 10% reduction in fuel consumption, 22% reduction in harmful emissions
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05/16/2008 7 Introduction Contd… Modes of Traffic Signal Operation: Pre-timed mode Cycle lengths, phases, green times are all preset Actuated mode Green Time could be modified according to the demand. Phase can be terminated in the absence of demand.
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05/16/2008 8 What is the problem? “UNMET DEMAND”
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05/16/2008 9 Definitions Minimum Green Time Vehicle Extension Normal Maximum Green Time Dynamic Maximum Green Time/Variable Maximum Green Time Dynamic Maximum Step Size
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05/16/2008 10 VMGT Variable Maximum Green Time variation of maximum green time in a step-wise manner according to the traffic fluctuations (unmet demand), within certain specified limits of green in an actuated phase. It is an additional feature of modern traffic controllers.
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05/16/2008 11 Terminology (Operation of VMGT) Gap Out Max Out
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05/16/2008 12 Variable Maximum Green Time Picture taken from RESEARCH REPORT ON IMPROVING DIAMOND INTERCHANGE OPERATIONS USING ADVANCED CONTROLLER FEATURES By Engelbrecht et al(2001)
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05/16/2008 13 My Study Objectives: Evaluate a generic set of VMGT parameters that can be used to reduce the delay and increase the throughput of an isolated intersection. Methodology: Software-in-the-Loop Simulation Traffic simulation software - VISSIM
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05/16/2008 14 Work Done by Others Engel Brecht et al(2001) Improving diamond interchange operations using Advanced Controller Features. one among the eight features considered. Adaptation to unexpected demand- positive results.
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05/16/2008 15 Work Done by Others Contd… Yun et al (2007) evaluated the Adaptive Maximum feature in the EPAC300 actuated Traffic Controller. Hardware-in-the-loop Simulation. compared the VMGT with both a normally optimized maximum green and an arbitrarily large maximum green. Result- VMGT performed better.
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05/16/2008 16 Gaps in the Literature Generic set of VMGT parameters Yun- VMGT parameters based on site- specific optimized timing. All phases EngelBrecht - exit ramp phases on a diamond interchange. 16-hour volumes Yun- peak hour volumes
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05/16/2008 17 Research Plan Data Collection Base Model Development Development of Timing Plans Simulation Data Reduction and Initial Strategy Development Multi Run Simulation and evaluation of results Conclusions and Recommendations
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05/16/2008 18 Site Selection Site selection criteria: Isolated intersection At a Rural area. Presence of apparent queuing. Difference in volume.
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05/16/2008 19 Site description (Site 1) Site 1 – NC 11 at NC 5, Pinehurst,NC Speed Limit – East-west -55 mph North-south- 35 mph ADT- 20000 vehicles
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05/16/2008 20 Site description (Site 2) Site 2 – Dixie at 9 th, Cookeville, TN Speed Limit- 15 mph ADT- 20000 vehicles
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05/16/2008 21 Site description (Site 3) Site 3 – Willow at Jackson, Cookeville,TN Speed Limits East-West – 30 mph North- South- 35 mph ADT – 40,000 vehicles
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05/16/2008 22 Methodology
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05/16/2008 23 Different Timing Plans TreatmentGreen times DefaultMaximum = 20 seconds OptimizedOptimal green times for AM, Mid day and PM were used. VMGTNormal Maximum = 20 seconds Dynamic Maximum = 60 seconds Dynamic step size = 10 seconds Existing (for only Site 3)Used the maximum green times that were currently used in the field
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05/16/2008 24 Different Timing Plans Contd… Default Timing Plan Optimized Timing Plan
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05/16/2008 25 Different Timing Plans Contd… VMGT Timing Plan
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05/16/2008 26 Results and Discussion Three performance measures: Throughput Analysis Delay Analysis Signal Analysis
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05/16/2008 27 Throughput Analysis – Site 1 Throughput Analysis: Can a signal using VMGT serve the same amount traffic as a signal using optimized timings?
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05/16/2008 28 Throughput Analysis – Site 2
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05/16/2008 29 Throughput Analysis – Site 3
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05/16/2008 30 Delay Analysis – Site 1 Can VMGT perform better than or equivalent to optimized treatment in terms of delay?
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05/16/2008 31 Worst Approach and Worst Movement Delay – Site 1
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05/16/2008 32 Delay Analysis – Site 2
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05/16/2008 33 Worst Approach and Worst Movement Delay – Site 2
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05/16/2008 34 Delay Analysis- Site 3
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05/16/2008 35 Worst Approach and Worst Movement Delay – Site 3
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05/16/2008 36 Signal Analysis Whether VMGT was able to increase or decrease the green time according to the varying demand in a reasonable way? In other words whether VMGT is able to provide reasonable cycle length? Concern
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05/16/2008 37 Signal Analysis
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05/16/2008 38 Conclusions Contd… Signal Analysis Whether VMGT was able to increase or decrease the green time according to the varying demand in a reasonable way? – YES In other words whether VMGT is able to provide reasonable cycle length? -YES
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05/16/2008 39 Cycle Length- Site 1
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05/16/2008 40 Signal Analysis- Site 3
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05/16/2008 41 Conclusions Throughput Analysis: Can a signal using VMGT serve the same amount traffic as a signal using optimized timings? – YES Delay Analysis: Can VMGT perform better than or equivalent to optimized treatment in terms of delay? – YES Site 1 - sharp AM peak Site 3 - Existing↔VMGT Sites 1and 2,VMGT = Optimized Site 3, VMGT = best Intersection Worst approach/ movement
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05/16/2008 42 Recommendations Generic VMGT parameters Normal Maximum Green Time = 20 seconds Dynamic Maximum Step Size = 10 seconds Dynamic Maximum Green Time = 60 seconds Controller settings: 2 (max outs and gap outs) Detection is compulsory.
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05/16/2008 43 Future Research Proper methodology oDynamic Maximum Green oDynamic Step Size Coordinated Actuated control. Different Strategies with different Dynamic step sizes and Dynamic maximum could be tried. oFor e.g. – from 10 to 15 secs for step for site 1.
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05/16/2008 44 Acknowledgements Advisor – Dr. Steven Click, Tennessee Technological University. Vice President, CTE, Nashville – Jim Morinec PTV America - Kiel Ova Kim King, Marshall Boyd – CTE, Nashville
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05/16/2008 Questions?
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