DEVELOPMENT SOLUTIONS

Data-driven batteries built on indisputable facts

No more costly debate, guesswork, pitfalls, uncertainty, and decision hesitancy during battery development. We bring hard facts to the game. Now you can make long-term business decisions based on accurate technical measurements from inside the battery.

Transparent car showing its interior parts
containers with batteries
TWAICE picture depicting impedance

The TWAICE  difference.

We uniquely combine expertise in batteries, battery domains, technology, software, and data. Why? To build the world`s most accurate Predictive Battery Analytics Solutions.

TWAICE employee testing a car
Develop the best battery by knowing how it will perform
TWAICE engineer testing a battery
TWAICE graphic showing state of helath over time
BATTERY AND DOMAIN EXPERTISE

Tap into 300+ years of collective employee battery and domain expertise

Our solutions stem from invaluable battery and domain experience and expertise. We combine the latest research from top universities with patented Machine Learning methods to deliver enterprise-class solutions built on a globally accessible software platform.

TECHNOLOGY AND SOFTWARE EXPERTISE

Future-proof battery design with our Battery Simulation Models

Replace cognitive biases and experiments by virtually testing battery cells within our model library. Build the best battery to fit your application quickly.

Accurately Simulate & Predict

Performance

State of Health (SoH)

Safety

Range

Lifespan

Interdependencies

Aging & Lifetime

Electrical behavior

Thermal behavior

Design implications

LABORATORY & FIELD DATA EXPERTISE

Battery insights at your fingertips

Using a combination of our Battery Analytics Platform and our Battery Research Center, we converge Field Data and Test Data to create the best data-driven batteries on the market. We are developing the most advanced database of accurate battery test data on the planet.

Battery Analytics Platform

The TWAICE Predictive Battery Analytics Platform provides cutting-edge battery analytics solutions across a wide range of industries, to monitor, analyze, and optimize the development and operation of Lithium-Ion batteries.

Data Gateway

The TWAICE Data Gateway connects all battery and system data coming from the lab and from the field—EVs (cars, trucks, buses) & Energy Storage Systems—to the TWAICE Battery Analytics Platform for utilization, simulation, testing, and referencing. The Battery Analytics Platform can be accessed by a host of Data Integration Services, meeting the integration needs for BMS, EMS, SCADA, and system data.

Battery Research Center

The TWAICE Battery Research Center is a state-of-the-art testing facility for battery measurement, simulation, sophisticated monitoring, and optimization. Here you can even get to know your own batteries—get more insights harmonized with field data visualized in our dashboards.

Data Store

The TWAICE Battery Data Store is a modern data processing and secure storage layer for structured data. Its foundation is a sophisticated domain model, optimized for finding, correlating, and comparing large battery datasets.

It´s easy to get started
#1 Download
Battery Simulation Models
Simulate #2
Use Case Designs
#3 Optimize
Optimal System Design

Data-driven batteries

built on indisputable facts

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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We are disrupting how global companies in energy and mobility think about battery development