Showing 29–32 of 49 results
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Battery Analytics Tutorial Course 3/3: Predictive Modelling, Machine Learning, and AI
This one-hour webinar is Part 3 of a 3-part series. It moves from a discussion of data capture and trend reporting explored in Part 2 to predictive modeling, machine learning, and artificial intelligence as the next levels of battery analytics.
We will examine how machine learning and artificial intelligence can be implemented to identify hidden correlations between disparate data and energy storage system performance, and also independently take pre-emptive action to increase ESS reliability and battery life.
Real-life examples will be shared where predictive models could have flagged anomalous behaviors that were experienced in the field, and led to corrective actions to mitigate unplanned costs and labor.
This webinar will focus on the following key topics:
• Coming to Terms – Understanding the differences between machine learning, artificial intelligence, deep learning, and rule-based systems
• Predictive Modeling Approaches – using data mining and probability to forecast outcomes
• What’s Next – How AI and Machine Learning will impact large-scale battery energy storagePresenter
Michael Worry – CEO at Nuvation EnergyMichael Worry founded Nuvation in 1997 and has grown the company over 21 years into a thriving electronic products and engineering services firm with offices in Sunnyvale, California and Waterloo, Ontario Canada. He is the CEO of Nuvation Energy, a provider of battery management systems and engineering services for large-scale energy storage systems.
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Battery Analytics Tutorial Course 2/3: Data Capture and Trend Reporting
This one-hour webinar is Part 2 of a 3-part series. Battery management systems take large amounts of sensor data readings on a continual basis as part of their functionality. Battery analytics involves leveraging battery performance data for tasks such as identifying issues that can reduce battery life, flagging behavior that can negatively impact energy storage system performance, and predicting remaining cell and pack life.
This webinar will focus on the following key topics:
• Sensor data capture, aggregation and manipulation into performance reports
• Real-life examples will be shared, where aggregated historical data was analyzed and anomalous behaviors were identified
• Also shared will be the inspections and testing of the pack to identify the cause of the anomalous behavior, and the discovery and resolution of the problems that caused the anomaliesPresenter
Michael Worry – CEO at Nuvation EnergyMichael Worry founded Nuvation in 1997 and has grown the company over 21 years into a thriving electronic products and engineering services firm with offices in Sunnyvale, California and Waterloo, Ontario Canada. He is the CEO of Nuvation Energy, a provider of battery management systems and engineering services for large-scale energy storage systems.
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Battery Analytics Tutorial Course 1/3: Battery Analytics and the Role of the BMS
This one-hour course will explore how various energy storage industry experts define the term “battery analytics.” It will also examine how the battery management system (BMS) is used to control the battery and provide real-time performance reporting, the lowest level of battery analytics.
This webinar will focus on the following key topics:
• The different types of battery analytics
• How a BMS works and why it is the most basic component of any battery analytics platform
• Real-time performance algorithms as the lowest level of analyticsPresenter
Michael Worry – CEO at Nuvation EnergyMichael Worry founded Nuvation in 1997 and has grown the company over 21 years into a thriving electronic products and engineering services firm with offices in Sunnyvale, California and Waterloo, Ontario Canada. He is the CEO of Nuvation Energy, a provider of battery management systems and engineering services for large-scale energy storage systems.
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Approaches to Recovering Critical Materials From Spent Lithium-Ion Batteries
FREE Webinar – Li-Cycle is a proud sponsor of this event.
As the world transitions towards sustainability and low carbon emissions, lithium-ion batteries are being used across a broad spectrum of products and industries. The automotive industry, in particular, estimates 559 million of electric vehicles will be on the road by 2040. Consequently, lithium-ion battery waste is forecasted to hit over 11 million tonnes by 2030.
How can the world deal with this oncoming tsunami of lithium-ion batteries?
The audience will have the answer after this webinar as this presentation will walk through both global and future approaches to dealing with end-of-life batteries and explore the importance of recovering critical materials from lithium-ion batteries to meet future demand.
This webinar will focus on the following key topics:
• Global end-of-life lithium-ion battery market opportunity
• Recycling vs reuse
• Incumbent technologies for ‘recycling’ lithium-ion batteries
• New technologies and techniques for recycling lithium-ion batteries
• Comparative benefits of recycling technologiesPresenters
Ajay Kochhar – Co-Founder, President and CEO at Li-Cycle
Tim Johnston – Co-Founder, Executive Chairman at Li-CycleAjay Kochhar is a Co-Founder, President and CEO of Li-Cycle Corporation, an industry leading lithium-ion battery resource recovery company. As President and CEO, Ajay is responsible for all strategic aspects of the company and overall leadership. Ajay has been pivotal in leading the company from an idea to a commercially operating lithium-ion battery recycling company.
Tim Johnston is a Co-Founder and Executive Chairman of Li-Cycle Corporation. Since 2019, Tim has lead Operations, Research & Development, and Capital Projects at Li-Cycle. Prior to that as Non-Executive Chairman, he helped support the strategic decision making and guide the R&D team through critical phases of the company’s development.
Li-Cycle is a proud sponsor of this event.
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