Smart Lele | AIoT for Automated Catfish Pond Management ๐๐ป
Introducing Smart Lele, an innovative AIoT (Artificial Intelligence of Things) project designed to revolutionize catfish pond environments! ๐ This project harnesses the power of sensors and actuators to provide automated monitoring and control of water quality, ensuring optimal conditions for healthier fish.
Screenshots ๐ธ
A glimpse into the Smart Lele monitoring interface. โจ
An overview of the Smart Lele system hardware components. โจ
Key Features โจ
- Real-time Monitoring: Keep a constant eye on critical water parameters including temperature ๐ก๏ธ, pH levels ๐งช, Turbidity ๐ง, and water level ๐ง.
- AI-Powered Water Quality Control: Leverage intelligent algorithms to automatically manage and optimize water conditions for healthier catfish ๐.
Meet Our Teams ๐
- Gilang Putro P. (Linkedin)
- Chairulianyah Ananda P. (Linkedin)
- Ahmad Fajar M. (Linkedin)
- Pranadja Anegra A. (Linkedin)
- Thoriq Kusuma P. (Github)
Problem Statement โ ๏ธ
Traditional catfish farming often relies on manual monitoring and control of pond water quality. This approach is time-consuming, prone to human error, and can lead to inconsistent water parameters, negatively impacting fish health, growth, and overall farm productivity. Unstable water conditions, such as fluctuating temperature or pH, can cause stress, disease, and even mortality among catfish, resulting in significant economic losses for farmers.
Goals ๐ฏ
Our primary goals for the Smart Lele project are:
- To develop an automated and intelligent system for continuous monitoring of catfish pond water quality.
- To implement AI-driven control mechanisms that proactively adjust water parameters, ensuring optimal conditions.
- To reduce manual labor and human error associated with pond management.
- To ultimately improve catfish health, accelerate growth, and increase the yield and profitability for farmers.
Solution Statement โ
Smart Lele provides a comprehensive AIoT solution that integrates various sensors for real-time data collection (temperature, pH, water level) with actuators for automated control. An intelligent system, powered by AI models, analyzes the sensor data to predict and activating pumps as needed. This automation ensures a stable and healthy aquatic environment, significantly enhancing the efficiency and sustainability of catfish farming operations. Farmers can access vital information and control the system remotely via a user-friendly interface.
Prerequisites & Component Preparation ๐ ๏ธ
To set up and run the Smart Lele system, you’ll need the following components and basic preparation:
- Microcontroller:
- ESP32
- Arduino UNO R3
- Sensors:
- DS18B20 Temperature Sensor ๐ก๏ธ
- pH Sensor Module ๐งช
- Ultrasonic Water Level Sensor ๐ง
- Turbidity Sensor ๐ง
- Actuators:
- Water Pump (for add or drain water)
- Relay Module (to control pumps)
- Power Supply: 5V-2A Power Adaptor
- Software: Arduino IDE, Python for model development, Apache and PHP Web server.
For detailed wiring diagrams and setup instructions, please refer to the `hardware/` and `microcontrollers/` folders in our GitHub repository.
Datasheet ๐
Access detailed specifications for the components used in Smart Lele:
- ESP32 Datasheet
- DS18B20 (Digital Temperature Sensor) Datasheet
- AF4502C (pH Sensor) Datasheet
- Turbidity Sensor Module (SEN0189) Datasheet
- HC-SR04 (Ultrasonic Distance Sensor) Datasheet
- SRD-05VDC-SL-C (5V Relay Module) Datasheet
- LCD 16×2 I2C Datasheet
Schematic ๐
For the full, detailed hardware schematic, please visit the `hardware/` directory in the Smart Lele GitHub Repository.
Demo ๐ฌ
Watch the demo Here!
Conclusion ๐
The Smart Lele project represents a significant step forward in smart aquaculture. By combining AI with IoT, we offer catfish farmers a robust, automated, and efficient solution for pond management. This project not only improves operational efficiency and reduces labor but also promotes healthier fish and sustainable farming practices. We believe Smart Lele has the potential to revolutionize how catfish are farmed, contributing to greater productivity and economic benefits for the community.
Contact Us ๐ง
For more details please visit the official Smart Lele GitHub Repository. Happy farming! ๐งโ๐พ
