Tuesday, March 9, 2021
  • Setup menu at Appearance » Menus and assign menu to Top Bar Navigation
Advertisement
  • AI Development
    • Artificial Intelligence
    • Machine Learning
    • Neural Networks
    • Learn to Code
  • Data
    • Blockchain
    • Big Data
    • Data Science
  • IT Security
    • Internet Privacy
    • Internet Security
  • Marketing
    • Digital Marketing
    • Marketing Technology
  • Technology Companies
  • Crypto News
No Result
View All Result
NikolaNews
  • AI Development
    • Artificial Intelligence
    • Machine Learning
    • Neural Networks
    • Learn to Code
  • Data
    • Blockchain
    • Big Data
    • Data Science
  • IT Security
    • Internet Privacy
    • Internet Security
  • Marketing
    • Digital Marketing
    • Marketing Technology
  • Technology Companies
  • Crypto News
No Result
View All Result
NikolaNews
No Result
View All Result
Home Machine Learning

This Machine Learning Algorithm Could Improve Lithium-Ion, Fuel Cell Performance

July 9, 2020
in Machine Learning
This Machine Learning Algorithm Could Improve Lithium-Ion, Fuel Cell Performance
587
SHARES
3.3k
VIEWS
Share on FacebookShare on Twitter

Researchers at Imperial College London claim to have developed a new machine-learning algorithm that could improve the design and performance of lithium-ion batteries and fuel cells.

They claimed that the algorithm would also allow researchers to understand the microstructure of fuel cells better. This will help run simulations that could enable them to improve the performance of these battery technologies, they noted.

You might also like

Dalhousie researchers use machine learning to track COVID-related emotions on social media | Provincial | News

SCA invests in Australian AI and machine learning company

Algorithm helps artificial intelligence systems dodge ‘adversarial’ inputs

Lithium-ion batteries are the most commonly used in electronic devices and vehicles. A fuel cell, on the other hand, is a device that converts chemical energy into electrical energy using oxidizing agents through an oxidation-reduction (redox) reaction. Improvements in these technologies would have widespread implications across several product sectors.

In their paper, the researchers explained that the performance of fuel cells is dependent on their microstructure and how the pores inside their electrodes are shaped and arranged. This determines how much power fuel cells can generate and the speed at which they can be charged and discharged.

The research paper published in the npj Computational Materials journal said that the algorithm could help reduce the volume of electrochemical simulations required to test the performance of a particular microstructure design during optimization.

The technique called the “deep convolutional generative adversarial networks” (DC-GANs),” will enable researchers to visualize and explore these pores virtually through three-dimensional (3D) simulations.

“Our technique helps us zoom right in on batteries and cells to see which properties affect overall performance. Developing image-based machine learning techniques like this could unlock new ways of analyzing images at this scale,” said Andrea Gayon-Lombardo, lead author of the paper from Imperial’s Department of Earth Science and Engineering

Previously, Japanese researchers said they have developed a new electrode material that they claim will make lithium batteries cheaper, more stable, and capable of holding more charge for longer periods.

Earlier, Researchers at Penn State University claimed to have developed a lithium-ion battery that is safe and has power and can last up to one million miles. A team of researchers at the Penn State’s Battery and Energy Storage Technology (BEST) Center developed the battery.


Nithin is a staff reporter at Mercom India. Previously with Reuters News, he has covered oil, metals and agricultural commodity markets across global markets. He has also covered refinery and pipeline explosions, oil and gas leaks, Atlantic region hurricane developments, and other natural disasters. Nithin holds a Masters Degree in Applied Economics from Christ University, Bangalore and a Bachelor’s Degree in Commerce from Loyola College, Chennai.

Credit: Google News

Previous Post

Nvidia fixes code execution vulnerability in GeForce Experience

Next Post

UK and Australian Information Commissioners to investigate Clearview AI

Related Posts

Dalhousie researchers use machine learning to track COVID-related emotions on social media | Provincial | News
Machine Learning

Dalhousie researchers use machine learning to track COVID-related emotions on social media | Provincial | News

March 9, 2021
SCA invests in Australian AI and machine learning company
Machine Learning

SCA invests in Australian AI and machine learning company

March 9, 2021
Algorithm helps artificial intelligence systems dodge ‘adversarial’ inputs
Machine Learning

Algorithm helps artificial intelligence systems dodge ‘adversarial’ inputs

March 9, 2021
Assessing regulatory fairness through machine learning
Machine Learning

Assessing regulatory fairness through machine learning

March 8, 2021
Raspberry Pi to get machine learning boost
Machine Learning

Raspberry Pi to get machine learning boost

March 8, 2021
Next Post
We must stop smiling our way towards a surveillance state

UK and Australian Information Commissioners to investigate Clearview AI

Leave a Reply Cancel reply

Your email address will not be published. Required fields are marked *

Recommended

Plasticity in Deep Learning: Dynamic Adaptations for AI Self-Driving Cars

Plasticity in Deep Learning: Dynamic Adaptations for AI Self-Driving Cars

January 6, 2019
Microsoft, Google Use Artificial Intelligence to Fight Hackers

Microsoft, Google Use Artificial Intelligence to Fight Hackers

January 6, 2019

Categories

  • Artificial Intelligence
  • Big Data
  • Blockchain
  • Crypto News
  • Data Science
  • Digital Marketing
  • Internet Privacy
  • Internet Security
  • Learn to Code
  • Machine Learning
  • Marketing Technology
  • Neural Networks
  • Technology Companies

Don't miss it

Microsoft Exchange zero-day attacks: 30,000 servers hit already, says report
Internet Security

Microsoft Exchange zero-day attacks: 30,000 servers hit already, says report

March 9, 2021
Is investing in AI the highest ROI opportunity?
Data Science

Is investing in AI the highest ROI opportunity?

March 9, 2021
Dalhousie researchers use machine learning to track COVID-related emotions on social media | Provincial | News
Machine Learning

Dalhousie researchers use machine learning to track COVID-related emotions on social media | Provincial | News

March 9, 2021
Ezviz C3X outdoor security camera review: Simple setup, superb features Review
Internet Security

Ezviz C3X outdoor security camera review: Simple setup, superb features Review

March 9, 2021
Operationalizing AI – Introduction to the ModelOps Pipeline
Data Science

Operationalizing AI – Introduction to the ModelOps Pipeline

March 9, 2021
SCA invests in Australian AI and machine learning company
Machine Learning

SCA invests in Australian AI and machine learning company

March 9, 2021
NikolaNews

NikolaNews.com is an online News Portal which aims to share news about blockchain, AI, Big Data, and Data Privacy and more!

What’s New Here?

  • Microsoft Exchange zero-day attacks: 30,000 servers hit already, says report March 9, 2021
  • Is investing in AI the highest ROI opportunity? March 9, 2021
  • Dalhousie researchers use machine learning to track COVID-related emotions on social media | Provincial | News March 9, 2021
  • Ezviz C3X outdoor security camera review: Simple setup, superb features Review March 9, 2021

Subscribe to get more!

© 2019 NikolaNews.com - Global Tech Updates

No Result
View All Result
  • AI Development
    • Artificial Intelligence
    • Machine Learning
    • Neural Networks
    • Learn to Code
  • Data
    • Blockchain
    • Big Data
    • Data Science
  • IT Security
    • Internet Privacy
    • Internet Security
  • Marketing
    • Digital Marketing
    • Marketing Technology
  • Technology Companies
  • Crypto News

© 2019 NikolaNews.com - Global Tech Updates