Capacity Modeling and Analysis

Operations & SimulationsOptimizationDashboard Analytics
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This project involves the development and deployment of a discrete event simulation tool designed to optimize train operations within freight and passenger terminals. The model simulates train movements, manages track resources, and provides real-time insights into operational efficiency. It supports both inbound and outbound train tracking, resource allocation, and performance analysis through dynamic data inputs and visual outputs.

Key Capabilities & Achievements

Simulation & Optimization

  • Train Movement Simulation: Models train arrivals, departures, and routing based on real-time data.
  • Route Management: Assigns and segments routes for efficient train movement.
  • Track Blocking & Clearance: Manages track occupancy and calculates head/tail clearance times.
  • Resource Management

  • Dynamic Updates: Tracks real-time status of trains and track resources.
  • Dwell & Buffer Times: Configurable parameters for track usage timing.
  • Occupancy Charts: Visualizes train occupancy across resources.
  • Data Integration

  • Excel-Based Inputs: Imports train, route, and track resource data from structured sheets.
  • Real-Time Monitoring: Tracks train and resource usage dynamically.
  • Event Scheduling

  • Discrete Event Simulation: Handles concurrent train movements and service events.
  • Comprehensive Database: Maintains detailed records of train routes, commodities, and resource specifics.
  • Output & Analysis

  • Performance Metrics: Calculates utilization rates, wait times, and operational efficiency.
  • Custom Visualizations: Generates charts and logs for analysis and reporting.