Presence Smart Mobility - Fleet Monitoring Solution
PSM empowers fleet managers with tools including fleet tracking, real-time driver behavior analytics, inventory predictive maintenance, & optimized route planning. Technologies used are RabbitMq Broker, Docker Desktop with Watch tower to address the complexities of fleet management along with Web App & Dashboard.
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About Presence
PSM is a mobility & telematics solution of QED analytics for fleet health monitoring, driver behavior analytics and predictive maintenance. Each bus uses a Raspberry Pi to capture OBD2 and CAN BUS data. This data is transmitted via MQTT and a 4G-LTE Module to the cloud. RabbitMQ Broker manages message queues, while Docker Desktop with Watchtower handles backend deployment and OTA updates.
In the cloud, key metrics like bus location, harsh braking, acceleration, mileage, idle revving, gear changes and tire pressure are processed and displayed in real-time dashboards for fleet managers and drivers.
RDBMS Postgres powers backend data storage. Dynamic maps and continuous ML models, supported by CSV files, improve route planning, predictive maintenance and inventory cost optimization.
Features & Purpose Of
This Application
OBD2 and CAN Bus Integration
Captures real-time vehicle data (speed, RPM, fuel level, error codes) via Raspberry Pi and securely transmits to cloud servers.
Seamless integration of OBD and CAN protocols with Raspberry Pi for real-time data capture.
Docker & OTA Updates
Ensures efficient backend management & enables over-the-air firmware updates for remote devices.
Implemented Docker Desktop setup along with watch tower to ensure efficient app running and OTA updates.
MQTT-Based Communication
Enables secure, lightweight & fast data transmission between vehicles and cloud analytics servers.
Secure data transmission via MQTT to advanced analytics servers.
Predictive Maintenance
Identifies potential vehicle failures early to reduce downtime and maintenance costs.
Predictive maintenance to minimize downtime and maintenance costs.
Fleet Dashboard
The Fleet Manager Dashboard tracks real-time vehicle location, performance metrics & maintenance alerts; While drivers view live vehicle status, optimized routes & trip history on the in-vehicle LCD screen.
The Fleet Manager Dashboard tracks real-time vehicle location, performance metrics & maintenance alerts, while drivers can access real-time vehicle status, optimized routes, trip history & analytics, on the LCD screen.
Live Maps for Route Optimization
Dynamic maps help managers visualize & optimize vehicle routes in real time.
Live tracking with dynamic maps for optimal route management.
Driver Behavior Analytics
Tracks harsh braking, acceleration, overspeeding & idle times to improve driver safety and performance.
Real-time driver behavior analytics to promote safer driving.
RTO Compliance Portal
A dedicated portal for managing regulatory reports, compliance forms & inspection records.
Dedicated RTO portal for regulatory compliance and overview.
Project Insight – Video Presentation
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