Running anomaly detection in sensors represents a major innovation in predictive maintenance for industrial applications and offers significant advantages in system-level power efficiency, downtime reduction, and maintenance costs.
The challenge for designers who want to monitor warning signs of imminent equipment failure is how to build reliable battery-operated sensor nodes for predictive maintenance applications.
Leveraging AI at the edge, you can move part of the artificial intelligence closer to the data acquisition, so the anomaly detection application can run in the sensors. Once the anomaly is detected, the sensor wakes up the host processor for further intervention. NanoEdge AI Studio offers a quick and intuitive approach to building anomaly detection applications in sensors.
In this 1-hour on-demand webinar, we’ll show you how to easily implement machine learning on processing units embedded in ST ISM330ISN inertial sensors for anomaly detection functionality at the edge.
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Time
Content
8:00 - 9:00
Registration and system check for pre-installed tools
Morning session: Stepper motors with STSPIN820 / POWERSTEP01
9:00 - 10:00
Stepper motor fundaments
Theory: What makes a stepper turn?
Voltage and current mode drive
Limitations,speed/torque,ect
9:00 - 10:00
Stepper motor fundaments
Theory: What makes a stepper turn?
Voltage and current mode drive
Limitations,speed/torque,ect
11:30 - 12:30
Lunch
11:30 - 12:30
Lunch
11:30 - 12:30
Lunch
11:30 - 12:30
Lunch
10:00 - 11:30
STSPIN820 or POWERSTEP01
Using the GUI to evaluate motor operation
Configuring motor control parameters with the GUI
Implementing a drive based on the firmware pack
10:00 - 11:30
STSPIN820 or POWERSTEP01
Using the GUI to evaluate motor operation
Configuring motor control parameters with the GUI
Implementing a drive based on the firmware pack
9:00 - 10:00
Stepper motor fundaments
Theory: What makes a stepper turn?
Voltage and current mode drive
Limitations,speed/torque,ect
11:30 - 12:30
Lunch
Afternoon session: BLDC motors with STSPIN32F0
12:30 - 1:30
BLDC theory and fundamentals
# pole pairs
What makes FOC work (donkey and carrot example)
Sensoriess vs. Sensored feedback control
1:30 - 3:00
Implementing a 6-step drive
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
Afternoon session: BLDC motors with STSPIN32F0
12:30 - 1:30
BLDC theory and fundamentals
# pole pairs
What makes FOC work (donkey and carrot example)
Sensoriess vs. Sensored feedback control
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
Afternoon session: BLDC motors with STSPIN32F0
12:30 - 1:30
BLDC theory and fundamentals
# pole pairs
What makes FOC work (donkey and carrot example)
Sensoriess vs. Sensored feedback control
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
Afternoon session: BLDC motors with STSPIN32F0
12:30 - 1:30
BLDC theory and fundamentals
# pole pairs
What makes FOC work (donkey and carrot example)
Sensoriess vs. Sensored feedback control
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
Afternoon session: BLDC motors with STSPIN32F0
12:30 - 1:30
BLDC theory and fundamentals
# pole pairs
What makes FOC work (donkey and carrot example)
Sensoriess vs. Sensored feedback control
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
Afternoon session: BLDC motors with STSPIN32F0
12:30 - 1:30
BLDC theory and fundamentals
# pole pairs
What makes FOC work (donkey and carrot example)
Sensoriess vs. Sensored feedback control
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
Afternoon session: BLDC motors with STSPIN32F0
12:30 - 1:30
BLDC theory and fundamentals
# pole pairs
What makes FOC work (donkey and carrot example)
Sensoriess vs. Sensored feedback control
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
Afternoon session: BLDC motors with STSPIN32F0
12:30 - 1:30
BLDC theory and fundamentals
# pole pairs
What makes FOC work (donkey and carrot example)
Sensoriess vs. Sensored feedback control
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
Afternoon session: BLDC motors with STSPIN32F0
12:30 - 1:30
BLDC theory and fundamentals
# pole pairs
What makes FOC work (donkey and carrot example)
Sensoriess vs. Sensored feedback control
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
3:00 - 4:30
Implementing a FOC drive
Luca is a product marketing manager focusing on advanced sensing and actuating solutions, Luca's work on many scientific publications and patent applications represents invaluable experience in developing value-added applications for enhanced user experience.
Pierrick began at ST as hardware product owner on the STM32 series before becoming AI solutions product manager for the ST Microcontroller Division since 2019. He holds a master's degree in embedded systems engineering.
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