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Md Fahim Uddin edited this page Jul 16, 2025 · 6 revisions
Smart Route Planning

Smart Route Planning Project Wiki

Welcome to the Smart Route Planning project wiki! This advanced route optimization system leverages Google OR-Tools and modern web technologies to deliver efficient routing solutions for field service operations, helping organizations reduce travel time, lower operational costs, and maximize worker productivity.

Project Overview

Smart Route Planning is a comprehensive full-stack web application that solves complex Vehicle Routing Problems (VRP) for field service scheduling. The system processes appointment data, applies intelligent optimization algorithms, and provides interactive visualizations to help businesses streamline their operations.

Core Objectives

  • Minimize travel time and operational costs
  • Maximize worker productivity and service efficiency
  • Support flexible scheduling with constraint handling
  • Provide intuitive route visualization and management
  • Enable data-driven decision making for fleet operations

Key Features

Data Processing & Management

  • CSV Import: Seamless appointment data upload and validation
  • Geocoding: Automatic address-to-coordinate conversion
  • Data Validation: Comprehensive input validation and error handling
  • Multi-day Scheduling: Support for complex scheduling scenarios

Advanced Optimization

  • OR-Tools Integration: Industry-standard optimization algorithms
  • Constraint Handling: Time windows, vehicle capacity, and service requirements
  • Multi-objective Optimization: Balance between time, cost, and efficiency
  • Real-time Processing: Fast optimization with intelligent caching

Interactive Visualization

  • Google Maps Integration: High-quality map visualization
  • Color-coded Routes: Visual distinction between different vehicles/routes
  • Numbered Stops: Clear sequence indicators for appointments
  • Dynamic Controls: Route visibility toggles and interactive elements
  • Responsive Design: Optimized for desktop and mobile devices

Fleet Management

  • Vehicle Configuration: Customize fleet settings and constraints
  • Company Profiles: Manage multiple organizational configurations
  • Performance Analytics: Track optimization results and efficiency metrics

System Components

Frontend Architecture

  • React 19.x with TypeScript for type-safe development
  • Vite for fast development and optimized builds
  • TanStack Router for advanced routing with code splitting
  • Redux Toolkit for predictable state management
  • TanStack Query for efficient server state synchronization
  • Tailwind CSS + ShadcnUI for modern, accessible design

Backend Architecture

  • FastAPI with Python 3.11+ for high-performance APIs
  • Google OR-Tools for advanced optimization algorithms
  • Redis for high-performance caching and session management
  • Pydantic for data validation and serialization
  • Async/Await patterns for optimal performance

External Integrations

  • Google Maps JavaScript API for interactive map visualization
  • Google Distance Matrix API for travel time calculations
  • Google Geocoding API for address validation and conversion

Additional Resources

Content

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