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IOTPersonal

Smart Platform Interface

Smart Platform Interface for Railway Passenger Movement and Safety Automation

Smart Platform Interface
Technical Stack
NodeMCUESP8266YOLOv5OpenCVPythonC++IoTEmbedded Systems
Product & Strategy Focus
IoT ScopingAccessibility DesignSafety Automation

Bypassing stairs and bridges, bridging safety with automated crossings.

01 / The Problem

Problem Identified

Many busy railway stations struggle with passenger congestion, making transfers between platforms slow and risky. Without automated, real-time safety systems to guide passenger crossings, there is a constant risk of accidents when trains approach.

02 / The Ideation

Concept Ideated

The goal was to replace traditional bridges and stairs, which are difficult for elderly, disabled, or heavy-load passengers to use. We wanted to design a flat crossing that slides out to bridge the platforms, but stays safe by using live cameras, YOLOv5 train detection, and distance-sensing algorithms to retract before a train arrives.

03 / The Execution

Solution Built

We built a smart platform crossing system that automates passenger movement between adjacent platforms. Using a NodeMCU microcontroller, servo motors, and computer vision, the platform slides into place to create a walkway when the tracks are clear, and automatically retracts to safety as soon as an approaching train is detected.

04 / Key Accomplishments

Key Contributions & Impact

1

Created a custom YOLOv5 object detection model to identify approaching trains under different lighting conditions.

2

Developed a distance estimation algorithm to calculate the train's proximity and speed.

3

Programmed NodeMCU firmware to synchronize servo motors, warning LEDs, and real-time LCD alerts.

4

Tested and validated the automated safety mechanism using custom datasets and performance metrics.

05 / Core Features

System Features & Functionality

Feature 1

Automated Train Detection

Identifies approaching trains under varying environmental conditions using YOLOv5.

Feature 2

Distance Prediction

Employs a custom algorithm for accurate real-time train proximity estimation.

Feature 3

Smart Platform Bridge

Motorized walkway controlled by a NodeMCU and servo motors.

Feature 4

Visual & Auditory Alerts

Integrates real-time safety warnings via warning LEDs and an LCD screen.

Feature 5

Safety-First Automation

Closes crossing gates and retracts the bridge automatically when a train enters the danger zone.