TWAICE BATTERY MODELS

Reach next-level mastery in battery development fast.

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Receive your custom simulation models within 3 months

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Virtually test aging effects and performance using cutting edge technology

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Tap into the full depth of TWAICE know-how and solve your most complex challenges

engineer testing a battery at the Battery  Research Center of TWAICE
TWAICE graphic showing state of helath over time
Accelerating time-to-market up to fivefold.

The TWAICE four-point strategy to get you there

See how Energy Providers, Utilities, Car Manufacturers, OEMs, and Mobility Service Providers are leveraging our Battery Simulation Models to develop next-level batteries for large-scale Energy Storage Systems and EV Fleets (cars, trucks, buses).

1
Move to virtual development
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Our virtual Model Library puts hundreds of years of collective battery expertise at your finger tips. We did the heavy lifting for you. Select the battery model that meets your application requirements through faster simulation, comparing, & testing.

2
Implement end-to-end flexibility
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Don’t miss your chance to lead the market by spending too much time testing. By decoupling development processes from the costly physical battery testing infrastructure, you can now test, compare, fail, recover, & change your mind, all at speed.

3
Simplify the process
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Battery development is resource hungry—consuming time, demanding more engineers, more hardware for testing, and more money to fund it. We change all that. Our easy to use battery simulation models and intuitive UX & UI simplify cell selection and battery design.

4
Remove risk from decision-making
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To do things faster you need to identify and eliminate risk. Get a clear and reliable lifetime view of battery electrical, thermal, and aging behavior under selected conditions. Avoid endless debate and decision hesitancy by removing guesswork, pitfalls, and uncertainty.

Automotive OEM

"Our collaboration with TWAICE went fair beyond the usual with software and service providers. We could really accelerate our development and gain insights early on."

High-Voltage Battery Research & Development Manager
German Automotive OEM
TWAICE engineer testing a battery
Twaice engineer testing batteries
the Twaice

Battery Models

Access a host of high-fidelity electrical, thermal, and aging battery cell models of the latest lithium-ion battery cells on the market.

Cell qualification & selection

Find the best cell for your application
TWAICE picture depicting impedance

Challenges

  • Different cells suit different applications
  • Datasheets only provide an incomplete picture of the battery behavior
  • Testing all available cells for specific usecases is not feasible

Solution

Simply download the cells from our Model Library that fit your requirements and compare them via simulations to save time in the cell qualification and benchmarking process.  All cells in the library are standardized for quick and accurate comparison.

Solution

Aging & Lifetime

Electricial behavior

Thermal behavior

Design implications

TWAICE engineer monitoring batteries behaviour

Battery Design & Validation

Get sizing spot on

Challenges

  • Different cells suit different applications
  • The battery design must ensure safe operation over it’s entire lifetime
  • Difficult assessment of different use case impact of performance over lifetime

Solution

Avoid the cost of oversizing or compromising on performance over lifetime. Identify the optimum number of cells and what the right configuration is needed to meet the power requirements of the application. Simulate different use cases and designs to strike the balance between desired performance and optimal costs

Scenario generator

Historic load profiles

Graphic scenario comparisons

Custom operating schedule uploader

Degradation analysis & benchmarking

Lifecycle assessment with flexible time horizons

Model-based application design

Develop an exceptional battery system
TWAICE graphic showing state of helath over time

Challenges

  • Assessing the interaction of different
  • components for the overall system
  • Selecting the right component requirements
  • Currently only generic battery models available which insufficiently model the behavior

Solution

Enhance the model-based design of your application by integrating validated battery models with you’re the system simulation. Evaluate how it’s requirements translate into battery requirements to find the best concept.

Safety alerts

Cost transparency

Real-time operation PKIs

Degradation insights

Twaice engineer testing batteries

Simulation model features

Easily adaptable to meet your needs
TWAICE graphic showing State of Charge utilization rate

Challenges

The TWAICE Battery Cell Simulation Models come with a number of features that facilitate and enhance the virtual testing processes.

Coupled Electrical/Thermal Aging model - Ideal tool for early-stage cell simulation, battery dimensioning, and system design.

Usage Profile Generator - The user can leverage an intuitive interface to automatically generate profiles.

Usage Profile Data Uploader  - Upload field data and apply to virtual test bench.

Virtual BMS - Define operating limits of the battery system.

FMU-ready - Integrate model into wider system simulations.

Next-level battery development mastery

The TWAICE Battery Model Library Impact

A faster virtual simulation model changes the cost-value equation completely—less resource hungry, lower costs, and ultimately a higher quality battery for a  far greater ROI across its lifetime.

up to
5x
Faster Time-to-Market
up to
50%
Cost Saving
up to
10%
Oversizing Reduction
up to
30%
Extended Lifecycle
gaining unprecedented insights
Alexander Kupfer Battery Lifecycle at Audi
Alexander Kupfer
Battery Lifecycle - Audi
“TWAICE’s battery analytics software enables us to go deep with the analyses of our batteries. That means we can concentrate on optimizing their performance.”
covering the entire value chain
Gina Aquilano
Gina Aquilano
Senior Director of Advanced Technology - Analog Devices
“TWAICE is naturally a good fit with their deep understanding of batteries, combined with their machine learning and software expertise. We are excited about this partnership to deliver battery health insights across the lifecycle."
Developing new markets
Christoph Landgrebe
Christoph Landgrebe
Partner – Bearing Point
“Together with our partner TWAICE, we support our customers with predictive battery analytics across the entire value chain to improve the state of health and reduce costs.”
Developing new markets
Christoph Landgrebe
Christoph Landgrebe
Partner – Bearing Point
“Together with our partner TWAICE, we support our customers with predictive battery analytics across the entire value chain to improve the state of health and reduce costs.”
covering the entire value chain
Gina Aquilano
Gina Aquilano
Senior Director of Advanced Technology - Analog Devices
“TWAICE is naturally a good fit with their deep understanding of batteries, combined with their machine learning and software expertise.  We are excited about this partnership to deliver battery health insights across the lifecycle."
gaining unprecedented insights
Alexander Kupfer Battery Lifecycle at Audi
Alexander Kupfer
Battery Lifecycle - Audi
“TWAICE’s battery analytics software enables us to go deep with the analyses of our batteries. That means we can concentrate on optimizing their performance.”W
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Next-level battery development mastery gives you total control.

Assess the profitability of your battery systems by investigating the impact of different charging and operating strategies on battery aging.