Providing real-time sensor data to the control grid by LoRa WAN, as well as tackling the anomaly of windmill blade ejection to reduce the downtime of Windmills as much as possible.

1. MAINTENANCE OF RENEWABLE ENERGY
RESOURCES WITH LoRa WAN

2. Introduction To Windmills
 Exponential Growth in windmill energy resource sector as the race for
replacing conventional fossil fuel is picking up pace
 Statistical Data Represents growth up to 840.9 gigawatts till 2022
 Financial Statistic indicates to grow up to 47.5 billion dollars till 2022

3. Basic Operation Of Windmill

4. Sensors
Current Sensor Vibration Sensor
DHT11 Barometric Pressure Sensor

5. Ultrasonic Sensor
Pyrometric Temperature
Sensor
Voltage
Sensor
Sensors

6. W
I
N
D
M
I
L
L
Current Sensor
Voltage Sensor
Vibration Sensor
Pyrometric Sensor
Ultrasonic Sensor
Barometric Sensor
DHT11
LoRa
T
H
I
N
G
S
P
E
A
K
C
O
N
T
R
O
L
G
R
I
D

7. LoRa Module

8. Camera Based Cracked
Detection(YOLOV3)

9. Software Libraries
 Pickle
 NumPy
 CV2
 TensorFlow
 Keras
 CV Bridge

10. Why ThingSpeak ?
 IoT based platform.
 Graphical Data Analysis.
 Smart UI for better understanding
on field situation.

11. Thank You