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llSPS-INT-846-Smart-Agriculture-system-based-on-IoT
Smart Agriculture system based on IoTThis system allows the user viz. a farmer to analyse the data collected from the sensors on his/her farm and access the data from anywhere in the world using IBM Cloud services and also get Real-time weather data of the location of the farm. The motors can be controlled directly from the web UI thus allowing the farmer to take care of the farm from anywhere at anytime provided an internet connection.
DashboardThe collected data is simulated from IBM IoT Senor and the weather data is collected from OpenWeather's Api. The UI of the Dashboard is shown below:
ControlsThe water-motor can be controlled through the following UI:
The.json file can be accessed here. The flow is as shown:
The commands through the NodeRed Dashboard are sent to the cloud and are read by a Python script running locally to read the command and then take appropriate actions via actuators. The python code for the same is available here. The command read by the IDE is shown below:
Any further information needed can be accessed here. The video summary and working of the project can be accessed here.
ThankYou!
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import sys
import ibmiotf.device
organization = "1k2xrj"
deviceType = "Data"
deviceId = "1234"
authMethod = "token"
authToken = "123456789"
def commandHandler(cmd):
print("Command received: %s" % cmd.data)
for key in cmd.data.keys():
if key == 'motor':
if cmd.data['motor'] == 'ON':
print("MOTOR is turned ON")
elif cmd.data['motor'] == 'OFF':
print("MOTOR is turned OFF")
try:
deviceOptions = {"org": organization, "type": deviceType, "id": deviceId, "auth-method": authMethod,
"auth-token": authToken}
deviceCli = ibmiotf.device.Client(deviceOptions)
except Exception as e:
print("Caught exception connecting device: %s" % str(e))
sys.exit()
deviceCli.connect()
while True:
deviceCli.commandCallback = commandHandler
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"wires": [
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"label": "%",
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"type": "function",
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"name": "Soil Temperature",
"func": "msg.payload=msg.payload.d.objectTemp\nreturn msg;",
"outputs": 1,
"noerr": 0,
"x": 310,
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"wires": [
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"width": 0,
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"gtype": "gage",
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"label": "C",
"format": "{{value}}",
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"label": "IBM Sensor Soil Temperature (C)",
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"wires": []
},
{
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"type": "inject",
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"payload": "",
"payloadType": "date",
"repeat": "10",
"crontab": "",
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},
{
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"type": "http request",
"z": "8fab44bd.a90a78",
"name": "",
"method": "GET",
"ret": "obj",
"paytoqs": false,
"url": "http://api.openweathermap.org/data/2.5/weather?q=Mumbai&units=metric&appid=577a1cbdcb2a11d51cc74f5f5962791a",
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"type": "function",
"z": "8fab44bd.a90a78",
"name": "TemperatureAPI",
"func": "msg.payload=msg.payload.main.temp\nreturn msg;",
"outputs": 1,
"noerr": 0,
"x": 460,
"y": 280,
"wires": [
[
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]
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"title": "Temperature",
"label": "C",
"format": "{{value}}",
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"gtype": "gage",
"title": "Humidity",
"label": "%",
"format": "{{value}}",
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"colors": [
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"wires": []
},
{
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"type": "function",
"z": "8fab44bd.a90a78",
"name": "Humidity",
"func": "msg.payload=msg.payload.main.humidity\nreturn msg;",
"outputs": 1,
"noerr": 0,
"x": 440,
"y": 320,
"wires": [
[
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]
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"z": "8fab44bd.a90a78",
"group": "5c872dc1.21f164",
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"width": 0,
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"name": "",
"label": "Real-time Temperature (C)",
"format": "{{msg.payload}}",
"layout": "row-spread",
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"wires": []
},
{
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"order": 5,
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"label": "Real-time Humidity (%)",
"format": "{{msg.payload}}",
"layout": "row-spread",
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"wires": []
},
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"type": "function",
"z": "8fab44bd.a90a78",
"name": "FeelsLike",
"func": "msg.payload=msg.payload.main.feels_like\nreturn msg;",
"outputs": 1,
"noerr": 0,
"x": 440,
"y": 420,
"wires": [
[
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]
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"name": "",
"group": "5c872dc1.21f164",
"order": 8,
"width": 0,
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"gtype": "gage",
"title": "FeelsLike Temperature",
"label": "C",
"format": "{{value}}",
"min": 0,
"max": "40",
"colors": [
"#00b500",
"#e6e600",
"#ca3838"
],
"seg1": "",
"seg2": "",
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"y": 440,
"wires": []
},
{
"id": "84fd029d.60bce",
"type": "ui_text",
"z": "8fab44bd.a90a78",
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"order": 5,
"width": 0,
"height": 0,
"name": "",
"label": "FeelsLike Temperature (C)",
"format": "{{msg.payload}}",
"layout": "row-spread",
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"y": 480,
"wires": []
},
{
"id": "d8ff56c3.89cc68",
"type": "ibmiot out",
"z": "8fab44bd.a90a78",
"authentication": "apiKey",
"apiKey": "7dd0c222.d9446c",
"outputType": "cmd",
"deviceId": "1234",
"deviceType": "Data",
"eventCommandType": "blink",
"format": "json",
"data": "Data",
"qos": 0,
"name": "IBM IoT",
"service": "registered",
"x": 740,
"y": 560,
"wires": []
},
{
"id": "b4ee8e7b.1e364",
"type": "ui_button",
"z": "8fab44bd.a90a78",
"name": "MOTOR ON",
"group": "95ec373b.008dd8",
"order": 1,
"width": 4,
"height": 2,
"passthru": false,
"label": "WaterPump ON",
"tooltip": "",
"color": "",
"bgcolor": "#008000",
"icon": "",
"payload": "true",
"payloadType": "bool",
"topic": "",
"x": 110,
"y": 520,
"wires": [
[
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]
]
},
{
"id": "8f5e6fc7.0fa44",
"type": "ui_button",
"z": "8fab44bd.a90a78",
"name": "MOTOR OFF",
"group": "95ec373b.008dd8",
"order": 2,
"width": 4,
"height": 2,
"passthru": false,
"label": "WaterPump OFF",
"tooltip": "",
"color": "",
"bgcolor": "#FF0000",
"icon": "",
"payload": "false",
"payloadType": "bool",
"topic": "",
"x": 100,
"y": 560,
"wires": [
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]
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},
{
"id": "832d7371.b7f0f",
"type": "function",
"z": "8fab44bd.a90a78",
"name": "MOTOR_STATUS_CHECK",
"func": "if(msg.payload === true)\n msg.payload = '{\"motor\":\"ON\"}'\nelse\n msg.payload = '{\"motor\":\"OFF\"}'\nreturn msg;",
"outputs": 1,
"noerr": 0,
"x": 360,
"y": 540,
"wires": [
[
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"b4f33b63.71c3e8"
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},
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"type": "function",
"z": "8fab44bd.a90a78",
"name": "Status",
"func": "var data=JSON.parse(msg.payload);\nmsg.payload=data.motor;\nreturn msg;\n",
"outputs": 1,
"noerr": 0,
"x": 570,
"y": 520,
"wires": [
[
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"f2e6273b.57ac58",
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"type": "json",
"z": "8fab44bd.a90a78",
"name": "MOTOR",
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"wires": [
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"group": "95ec373b.008dd8",
"order": 3,
"width": 0,
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"name": "",
"label": "MOTOR STATUS:",
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},
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"type": "ui_toast",
"z": "8fab44bd.a90a78",
"position": "top right",
"displayTime": "3",
"highlight": "",
"sendall": true,
"outputs": 0,
"ok": "OK",
"cancel": "",
"raw": true,
"topic": "",
"name": "Notif",
"x": 910,
"y": 520,
"wires": []
},
{
"id": "9087050c.0e4fd8",
"type": "ui_audio",
"z": "8fab44bd.a90a78",
"name": "Audio",
"group": "95ec373b.008dd8",
"voice": "en-US",
"always": true,
"x": 910,
"y": 560,
"wires": []
},
{
"id": "7dd0c222.d9446c",
"type": "ibmiot",
"z": "",
"name": "",
"keepalive": "60",
"serverName": "",
"cleansession": true,
"appId": "",
"shared": false
},
{
"id": "3c243370.98abdc",
"type": "ui_group",
"z": "",
"name": "IBM Watson",
"tab": "8314a149.d930b",
"order": 1,
"disp": true,
"width": "6",
"collapse": false
},
{
"id": "5c872dc1.21f164",
"type": "ui_group",
"z": "",
"name": "Realt-time Weather",
"tab": "8314a149.d930b",
"order": 1,
"disp": true,
"width": "6",
"collapse": false
},
{
"id": "95ec373b.008dd8",
"type": "ui_group",
"z": "",
"name": "Motor Control",
"tab": "e07a6d62.98f32",
"order": 1,
"disp": true,
"width": 8,
"collapse": false
},
{
"id": "8314a149.d930b",
"type": "ui_tab",
"z": "",
"name": "IBM Watson Sensor Data",
"icon": "dashboard",
"disabled": false,
"hidden": false
},
{
"id": "e07a6d62.98f32",
"type": "ui_tab",
"z": "",
"name": "Controls",
"icon": "dashboard",
"disabled": false,
"hidden": false
}
]
3 projects • 6 followers
I am a senior at Manipal University Jaipur, working towards a Bachelor of Technology focused in Mechatronics Engineering.
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_p4DzDm5daA.PNG){kind=link}
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