Reliable Cell Behaviour Predictions for Real Life Conditions Get Started Contact Us Vineet Dravid Founder, CEO oorja Reliable Cell Behaviour Predictions for Real Life Conditions Introduction As electrification moves into the fast lane, we face new technical and economic challenges. Battery packs make up to 40% of the total EV cost, and Lithium-ion cells make […]
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From Inconsistency to Integrity: How Physics Informed Machine Learning Tackles EV Battery Challenges Get Started Contact Us Vineet Dravid Founder, CEO oorja From Inconsistency to Integrity: How Physics Informed Machine Learning Tackles EV Battery Challenges Introduction As EVs become mainstream and production volumes increase, car companies face new challenges, particularly in determining cell quality. Typically,
Deciphering Charging Dynamics: Part 1 Why Does It Take So Long To Charge My Battery? Get Started Contact Us Vineet Dravid Founder & CEO oorja Deciphering Charging Dynamics: Part 1 Why Does It Take So Long To Charge My Battery? Introduction Li-ion batteries are ubiquitous. Everything is powered by them, from our phones and watches
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Hybrid Modeling: Bridging Physics and Machine Learning Get Started Contact Us Vineet Dravid Founder & CEO oorja Hybrid Modeling: Bridging Physics and Machine Learning “All models are wrong, some models are useful”. This profound statement was made by British statistician George Box way back in 1976. How true this is when it comes to solving
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Accelerated Degradation Predictions using Hybrid (Physics+ML) Simulations Get Started Contact Us Vineet Dravid Founder & CEO oorja Accelerated Degradation Predictions using Hybrid (Physics + ML) Simulations oorja’s FADE application suite for Simulated Accelerated Testing can help accelerate cycler experimentation by 10 months. The application suite has been thoroughly validated for all aspects of cell degradation,
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Thermal Runaway Mitigation using oorja Get Started Contact Us Vineet Dravid Founder & CEO oorja Thermal Runaway Mitigation using oorja Introduction Ensuring battery pack safety is critical to the success of EV adoption. A recent study conducted in India found that 45% of the respondents chose not to purchase EVs because of fears of battery
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Battery Modelling and Hybrid Simulations: A Marriage Made in Heaven? Get Started Contact Us Vineet Dravid Founder & CEO oorja Battery Modelling and Hybrid Simulations: A Marriage Made in Heaven? The electric vehicle (EV) industry continues to grow in leaps and bounds spurred on by growing fuel prices, sustainability concerns, and strong regulatory backing. The
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How accurate are our results? Get Started Contact Us Vineet Dravid Founder & CEO oorja The proof of the pudding: How accurate are our results? When we created the back-end code for the thermal management app, we worked to solve for multiple mathematical and physical models. It was a complex process since it involved operations
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What is HPPC Testing and why is it important ? Get Started Contact Us Vineet Dravid Founder & CEO oorja What is HPPC testing and why is it important for battery modelling? The Hybrid Pulse Power Characterisation (HPPC) test was first proposed by the US DOE as a standardised test to determine the dynamic power
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Predicting Battery Capacity Fade Quickly and Accurately Get Started Contact Us Vineet Dravid Founder & CEO oorja oorja’s hybrid-based simulations allow you to design and evaluate battery packs under various temperatures and operating scenarios As battery-driven electric vehicles come into the mainstream, predicting battery longevity becomes critical for various reasons. The battery pack is typically
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