Cloud platform git repo
Understanding MQTT - Ubuntu MQTT
sudo apt-get install mosquitto mosquitto-clients mosquitto_sub -h localhost -t test mosquitto_pub -h localhost -t test -m "hello world"
Docker on Raspberry Pi https://medium.com/@tukai.anirban/docker-on-raspberry-pi-getting-started-c7b403205ecf
https://www.loraserver.io/guides/debian-ubuntu/#setting-up-your-first-device
https://www.loraserver.io/guides/first-gateway-device/
Using MQTT to access AWS IOT cloud links: https://docs.aws.amazon.com/iot/latest/developerguide/iot-sdks.html#iot-python-sdk https://github.com/aws/aws-iot-device-sdk-python https://github.com/aws/aws-iot-device-sdk-python/blob/master/README.rst
Using MQTT to access Azure IOT cloud links: https://docs.microsoft.com/en-us/azure/iot-hub/iot-hub-mqtt-support https://github.com/Azure/azure-iot-sdks https://github.com/Azure/azure-iot-sdk-python
LORA for Raspberry Pi https://www.loraserver.io/lora-gateway-os/overview/ https://www.loraserver.io/lora-gateway-os/install/raspberrypi/
LORA Gateway Hat for Raspberry Pi:
https://uk.pi-supply.com/products/iot-lora-gateway-hat-for-raspberry-pi
IOT Device connection through open source AZURE IOT CENTRAL:
https://azure.microsoft.com/en-us/blog/connect-devices-from-other-iot-clouds-to-azure-iot-central/
Git Repo: https://github.com/Azure/iotc-device-bridge
Tutorial to add device:
https://docs.microsoft.com/en-us/azure/iot-central/tutorial-add-device
Server Authentication details:
Steps for AWS setup:
https://circuitdigest.com/tutorial/getting-started-with-amazon-aws-for-iot-projects
PROJECT DESCRIPTION
Industry 4.0 and smart industrial automation requires data anaysis of the manufacturing shop floor. Sensors at the plant throw out a lot of information which can be collected and analysed using data analysis techniques used in controls and data science. Using this data studies, two major things are acomplished. Firstly, optimization of current processes minimizing wastage and increasing overall efficiency. Secondly, an implementation of a connected enterprise is created which supports collaboration of intelligent devices to achieve specialised tasks.
CONNECTING SENSOR DEVICE TO IOT
The sensors present can be used for gathering information on the plant floor. Packets of data in the form of CayenneLPP are sent to IOT network device which in turn provides a gateway to the payload to be sent onto the internet through WiFi.
Current Setup of the industry standard sensors included LORAWAN server to send the data to the ThingsNetwork saving the encoded packet of data.
The new setup for the sensors use MachineQ gateway to receive data from the wireless sensors within a distance of 3kms. The maximum distance of the sensors is yet to be tested for the prefect transmission of data.
Packets of data from the MachineQ are sent onto the internet by connecting the MachineQ gateway to the internet router. Current gateway is registered to the company which ensures no unauthorised access of the device.
Packets of data are then sent to Microsoft Azure IOT Hub cloud service which can be used as the one point access for collcting the data for analytics.
Task of analysing the data and applying models will then proceed once all data is in pre processed form.
SETTING UP MICROSOFT AZURE TO RECEIVE SENSOR DATA
SETUP OF UBUNTU VIRTUAL MACHINE ON AZURE
DATA VISUALIZATION AND DOCKER SETUP
MODEL ESTIMATION
MQTT - Uses publisher subscriber model for information exchange.