In this one-hour on-demand webinar, we will explore machine learning at the edge with real-world examples. Discover how we were able to replace a weight sensor in a washing machine by simply measuring the motor current and processing the data locally with machine learning.
Edge AI can boost the performance of both consumer and industrial applications and help designers release new cool features. But there is more — much more. Edge AI can eliminate the need for expensive hardware such as weight sensors.
Ready for a deep dive into a real-world edge AI solution? Don’t know where to start?
We will guide you step by step.
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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
Louis Gobin is a Product Marketing Engineer specialized in edge AI solutions since 2021 at STMicroelectronics in the Americas Region. Louis has a master’s in data science and focuses on project development and validation for machine learning solutions on MCUs.
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