IoT Data Simulator + AWS IoT Core + Kinesis

IoT Data Simulator:

The IoT Data Simulator from AWS simulates real life sensor data across several 100 devices based on the schema user provides. For this workshop, device data has been created for few regions and cases of device anamolies are simulated to support the case.
AWS IoT Core:

AWS IoT Core lets you connect the messages from sensor devices and routes these millions of events to AWS streaming services. The AWS IoT MQTT client is leveraged to subscribe to messages and view them stremaing in the IoT Core management console.
Kinesis:

Kinesis streams the data simulated by IoT data Simulator and routed through IoT Core into Imply Polaris.

Setup Demo of IoT Device Simulator + AWS IoT Core + Kinesis (20 mins)

Step by Step instructions to setup IoT Device Simulator + AWS IoT Core + Kinesis

colName	dataType	description
_type	string	type of event
_event_timing	int	event occurrence observed time in seconds
_seq	int	sequence number
torque_available_motoring	float	ideal torque at temperature
updated	bool
torque_available_regen	float	torque regenerated
tenant	string	electric vehicle make
_type	string	type of sensor data emitted
fleet	array	vehicle type in fleet
car_ownership_id	int	owner id
eventTimestamp	timestamp	event occurrence timestamp
temperature_IGBT_A	float	inverter temperature type A
temperature_IGBT_B	float	inverter temperature type B
temperature_IGBT_C	float	inverter temperature type C
motor_temperature	string	motor temperature recorded
torque_achieved	string	torque achieved at the time
fault_properties	complex	fault sensor data
fault_status	bool	fault status
fault_type	array	fault code
charging_properties	complex	charging stats
charge_time	bool	total charging time
total_charge_energy_added	array	energy added, in kwH
charge_location	spatial	Lat and Long data of charging
_subtype	array	subtype of sensor data emitted
VIN	string	vehicle VIN