Octonion Releases Expansion Package Dedicated to AI-Based Industrial Condition Monitoring on STMicroelectronics STM32 MCUs
18 Novembre 2020 - 3:00PM
Octonion Releases Expansion Package
Dedicated to AI-Based Industrial Condition Monitoring on
STMicroelectronics STM32 MCUs
The solution enables industrial-equipment vendors
to quickly evaluate Octonion’s embedded AI models, running
on-device learning directly on STM32 MCUs
Lausanne and Geneva, Switzerland – November 18,
2020 -- Octonion SA, a deep tech software company
specializing in Artificial Intelligence (AI) at the Edge for
industrial-equipment diagnosis, announced an STM32Cube expansion
package optimized for STM32L4+ microcontroller-based
industrial-application development boards from STMicroelectronics
(NYSE: STM), a global semiconductor leader serving customers across
the spectrum of electronics applications. Octonion’s
new software package supports ST’s efforts to develop Artificial
Intelligence-based applications running on STM32 microcontrollers
and microprocessors in the fast-growing condition-based-monitoring
and predictive-maintenance segments. The Octonion I-CUBE-OCTMI
package delivers a self-care system running on STM32 ultra-low
power MCUs and powered by Octonion’s Edge AI engine that
automatically learns, inspects, and monitors the health of
industrial equipment throughout its operating life. The expansion
pack is optimized for the STM32L4+ development boards which include
a range of ST’s industrial-grade sensors and connectivity features,
starting from the STWIN SensorTile Wireless Industrial Node. It
embeds Octonion’s AI engine operating in an unsupervised mode,
continuously analyzing data from an accelerometer to handle
vibration analysis for condition monitoring and predictive
maintenance. The engine does not require any prior knowledge of the
equipment or existing dataset. It learns operational modes locally
on the microcontroller to fine-tune the embedded Octonion Machine
Intelligence algorithm. With all the computation done at the Edge,
there are no data sent outside, eliminating possible privacy
issues. The I-CUBE-OCTMI expansion pack gives developers access to
two ready-to-use algorithms: Instant Analyser for fast-response
equipment-health analysis and Wize Analyzer designed for equipment
with frequent operational-mode changes. The expansion pack covers a
wide range of industrial machines’ behaviors allowing it to detect
spike anomalies and extended dynamic state anomalies on motors of
various power classes, including small BLDC, PMSM motors, or huge
turbines. “Developers can customize different parameters to adapt
the embedded AI engine for their specific use case, balancing the
quality of equipment-state recognition, its computational
complexity, and the response speed,” said Andrei Sheleh, CTO of
Octonion.
“Octonion Edge AI engine coupled with ST’s STM32 MCUs allows any
industrial organization to reduce its maintenance cost and downtime
by easing and accelerating implementation of predictive-maintenance
solutions with real-time machine-health monitoring on all STM32
build-in systems or on ultra-low power STM32 MCUs,” said Jacky
Perdrigeat, EMEA Marketing & Application VP,
STMicroelectronics. The I-CUBE-OCTMI is available under commercial
license with free usage for evaluation and non-commercial purposes.
For further information and the expansion package download, please
visit https://intelligence.octonion.com/st-expansion. ST’s
solutions for embedded AI, including a customer-tailored
machine-health monitoring application developed in collaboration
with Octonion, will be presented at ST Live Days, during the
IoT&5G session on November 19, 2020. For more information about
machine learning on STM32 microcontrollers and application
processors contact us at edge.ai@st.com About
OctonionFounded in 2014, Octonion is a deep-tech software
company providing an Industrial Machine Intelligence solution that
continuously diagnoses and forecasts the machine lifecycle at the
Edge. Octonion invested more than five years to research and
development in the embedded AI domain, focused on sensor data
analysis optimized for low power microcontrollers. Octonion team
has deep expertise in unsupervised machine learning, AI model
personalization, and industrial equipment behavior forecasting.
Octonion has its headquarters in Lausanne, Switzerland, and
operations offices in Paris, France (sales & marketing), and
Minsk, Belarus (research and development). For more information,
please visit: https://octonion.com/
About STMicroelectronicsAt ST, we are 46,000
creators and makers of semiconductor technologies mastering the
semiconductor supply chain with state-of-the-art manufacturing
facilities. An independent device manufacturer, we work with our
100,000 customers and thousands of partners to design and build
products, solutions, and ecosystems that address their challenges
and opportunities, and the need to support a more sustainable
world. Our technologies enable smarter mobility, more efficient
power and energy management, and the wide-scale deployment of the
Internet of Things and 5G technology. Further information can be
found at www.st.com.
For Press Information Contact: Michael
Markowitz Director Technical Media Relations STMicroelectronics
Tel: +1 7 81 591 0354 Email: michael.markowitz@st.com Andrei Sheleh
Chief Technical OfficerOctonion Email: press@octonion.com
- P4309S -- Nov 18 2020 -- Octonion STM32Cube package for AI
condition monitoring_FINAL FOR PUBLICATION