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  • subway (48)
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Data Analysis, Projects, subway

Using Time-Space Diagrams for Real-Time Service Regulation

The NYCT subway punctuality is a key performance measure for the Operational Planning department. The traditional schedule timesheet and manual “punch in” method can’t meet the requirement of quick reaction upon the unexpected train delay.  Mr. Reddy and his team developed the real-time Time-Space diagrams to mitigate this...

Data Analysis, Projects, bus, data analytics, performance, subway

Massive Simulation in Performance Metrics to Capture Passenger Experience

As data collection for public transportation improves and customers’ appetite for information grows, there has been a growing interest in performance measurement systems that better reflect customer experience and quantify the impacts of service while accounting for ridership. A fair amount of research has been dedicated to developing...

Data Analysis, Projects, automatic vehicle location, signal system, subway

Development of Real-Time Transit Delay Map Visualization Tool

The signal system on NYC Transit’s “B” Division (with the exception of CBTC on L line) was installed in phases during the Great Depression and currently in the process of modernization and would take a few more years. All signals operated on relay logic and it was impossible...

Data Analysis, Projects, automated fare collection, data analytics, scheduling/service planning, signal system, subway

Subway Service Adjustment in Response to COVID-19 Ridership Changes

The New York City metropolitan area was hard hit by COVID-19, and the pandemic brought with it unprecedented challenges for New York City Transit.  Previously dependable approaches to monitor ridership suddenly became unavailable (e.g., local bus payment data, field checks).  We were tasked to quickly modify existing processes to...

Data Analysis, Projects, bus, data analytics, scheduling/service planning

Transforming the Culture and Improving Analytical Capability of a Bus Scheduling Dept

Mr. Glikin led a department of 30 transit professionals scheduling bus service for a large transit system with 20 bus garages. Over time, Mr. Glikin led a successful transformation of the personnel roster from primarily individuals promoted from first level bus operations supervisor roles, with substantial operating experience,...

Data Analysis, Projects, automated fare collection, automatic vehicle location, bus, data analytics, performance, signal system, statistical sampling, strategy, subway

Benchmarking of Key Transit Performance Indicators

A large transit agency’s cost of operations per passenger, per hour, and per mile was discerned to be very high.  It sought to explore how practices differed from other operators.  Understanding how one’s own system performs against similar peer properties is valuable in deciding on changes in transit...

Data Analysis, Projects, automated fare collection, automatic vehicle location, bus, scheduling/service planning

Bus Route Restructuring Using Origin-Destination Data

The installation of an Automated Vehicle Location (AVL) system alongside existing Automated Fare Collection (AFC) data on all New York City buses spurred development of a city-wide bus passenger boarding and alighting ridership model. These advances in ridership modeling allowed for analysis of trip passenger loads and 100%...

Data Analysis, Projects, automated fare collection, data analytics, signal system, subway

Real-Time Estimation of Platform Crowding

Amid significant increases in ridership (9.8% over the past 5 years) on the more than 100 year-old New York City Transit (NYCT) subway system, NYCT has become aware of increased crowding on station platforms. Because of limited platform capacity, platforms become crowded even during minor service disruptions. A...

Data Analysis, Projects, data analytics, performance, signal system, subway

Tracing Train Delays to Incident Causes

Knowledge of the root causes of delays in transit networks has obvious value; it can be used to direct resources toward mitigation efforts and measure the effectiveness of those efforts. However, delays with indirect causes can be difficult to attribute, and may be assigned to broad categories that...

Data Analysis, Projects, automatic vehicle location, bus, industrial engineering, infrastructure, journey time reduction, operating techniques, statistical sampling

Bus Lane Enforcement Study

We were tasked to examine bus lanes in New York City for differences in enforcement needs based on actual bus speed data from GPS-based automated vehicle locator (AVL) systems.  In New York, bus lanes are utilized for a number of different purposes, such as hosting right turn traffic,...

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