ARTIFICIAL INTELLIGENT AND IOT BASED SMART IRRIGATION SYSTEM
The main idea of our Project to made a Artificial neural networks such as multilayer perceptron (MLP) and radial basis function (RBF) neural networksArtificial neural networks such as multilayer perceptron (MLP) and radial basis function (RBF) neural networks. which control all the irrigation p
2025-06-28 16:25:10 - Adil Khan
ARTIFICIAL INTELLIGENT AND IOT BASED SMART IRRIGATION SYSTEM
Project Area of Specialization Artificial IntelligenceProject SummaryThe main idea of our Project to made a Artificial neural networks such as multilayer perceptron (MLP) and radial basis function (RBF) neural networksArtificial neural networks such as multilayer perceptron (MLP) and radial basis function (RBF) neural networks. which control all the irrigation problam in fiald.automatic water pump control using machine learning algorithms and built-in system technologies. Measurement of environmental factors such as temperature and soil moisture using a set of sensors.also give information about water level in tank and identify the level of rain by sensors.
will support artificial neural networks based on the controller Node MCU to control the speed of the irrigation level with water in an effective way.also share information to the owner by blank app
Project ObjectivesThe Following are the main objectives of this project:
- To design a system which determine the level of water in tank.
- To establish a system which identify the level of rain.
- To control ON/OFF of the water pump according to the necessity of water for irrigation.
- To analysis the humidity and temperature of the field.
This Project hardware we use Node MCU board which have ESP 8266 WIFI madual,which we connect different kind of sensors which give data to Node MCU; In Node MCU have a parograming algorithm which control all the problam artificially and also Node MCU connect to internet of things which give information by blank app to owner.blank is a open source softwere.
Benefits of the ProjectThis Al Smart irrigation system used in different greenhouses; where a man can control all the need of greenhouse. At any time, there is a variation in current status of rain, humidity and temperature of the around so this project controls artificially all the variation.
Technical Details of Final DeliverableThis project will be built on hard board and wood strip.Which all the sensor are connecting through jumper wires so tightly that information can not miss.also make artficial greenhouse in hard board.
Final Deliverable of the Project Hardware SystemCore Industry AgricultureOther IndustriesCore Technology Artificial Intelligence(AI)Other Technologies Internet of Things (IoT)Sustainable Development Goals Climate ActionRequired Resources| Item Name | Type | No. of Units | Per Unit Cost (in Rs) | Total (in Rs) |
|---|---|---|---|---|
| Total in (Rs) | 51510 | |||
| Node MCU | Equipment | 1 | 1000 | 1000 |
| DHT11 sensor | Equipment | 2 | 500 | 1000 |
| Rain drops detection sensor | Equipment | 4 | 200 | 800 |
| soil moisture sensor | Equipment | 4 | 250 | 1000 |
| Relay module | Equipment | 5 | 170 | 850 |
| jumper wire | Equipment | 4 | 120 | 480 |
| water pump | Equipment | 2 | 220 | 440 |
| Arduino UNO | Equipment | 1 | 2000 | 2000 |
| water level sensor | Equipment | 2 | 170 | 340 |
| raspberry pi | Equipment | 1 | 33000 | 33000 |
| expenditure other then equipment | Miscellaneous | 1 | 10000 | 10000 |
| Ultrasonic sensor | Equipment | 2 | 300 | 600 |