Flexible Fare Bus Framework Reduces Bunching
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Solution Overview
Problem
Bus bunching occurs when vehicles fail to maintain scheduled intervals, leading to unreliable service, overcrowding, and longer waiting times, despite various proposed solutions and advancements in computer science for forecasting.
Innovation Solution
A Flexible Fare Bus framework that uses sensor data to determine headways between buses and adjusts fares dynamically based on real-time location and passenger load data, implementing discounted fares to manage bus bunching by adjusting bus speed and passenger loading.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Reliability
If buses maintain scheduled intervals, then service reliability is improved, but bus bunching occurs when vehicles fail to keep up schedule
Solution Approach 1:
The patent implements dynamic fare adjustment based on real-time headway measurements. When the headway between buses falls below a threshold (indicating bunching), fares are automatically adjusted to influence passenger distribution. This dynamic response allows the system to adapt to changing conditions and maintain service reliability while reducing waiting times.
Solution Approach 2:
The system continuously monitors headway between buses and uses this feedback to trigger fare adjustments. The feedback loop measures actual bus intervals, compares them against thresholds, and automatically adjusts fares to correct bunching behavior, thereby improving service reliability and reducing passenger waiting time.
2Productivity
If buses run evenly spaced, then passenger distribution is improved, but overcrowding occurs when buses bunch together
Solution Approach 1:
The patent changes the fare parameter dynamically based on headway measurements. When buses are evenly spaced, normal fares apply. When bunching is detected (headway below threshold), fares are adjusted to redistribute passengers, thereby preventing overcrowding while maintaining improved passenger distribution across the fleet.
3Device complexity
If traditional routing and scheduling are used, then operational simplicity is maintained, but bus bunching problem persists despite extensive study
Solution Approach 1:
The patent replaces traditional mechanical routing and scheduling systems with an automated electronic fare adjustment system. Instead of relying on complex routing optimizations, the system uses real-time headway monitoring and automatic fare changes to address bunching, achieving better reliability with comparable operational complexity.
Data Source
AI summary
Disclosed herein are technologies for implementing a Flexible Fare Bus framework to reduce bus bunching Particularly, the Flexible Fare Bus framework focuses on fixing a demand of passengers from passenger's side by dynamically adjusting a pre-determined headway-threshold throughout a pre-defined bus route. This Abstract is submitted with the understanding that it will not be used to interpret or limit the scope or meaning of the claims.


