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Cloud-based battery solutions offer more power and a longer service life. Our four basic services boost battery performance and increase residual value security.
Continuous data analysis minimizes warranty risks and boosts battery performance. By detecting deviations early, operating costs are reduced sustainably.
The dynamic development pace and the integration of new technologies in mass production come with specific challenges. Our cloud-based battery solution is the answer: it ensures continuous performance monitoring of electric vehicle batteries, identifies critical stress factors, and flags potential malfunctions at an early stage. This reliable data foundation enables proactive prevention of battery failures and drives overall vehicle efficiency to the next level.
We consolidate competencies from the areas of batteries, artificial intelligence, big data, and energy management. This allows us to produce end-to-end solutions for battery lifetime monitoring, which can be integrated into various architecture concepts. Our cloud-based services are tailored to your existing battery type and connected to your established cloud infrastructure.
Prevent premature battery aging
Our Lifetime Monitoring solution tackles the complexity of premature battery aging. The system applies swarm intelligence to enable precise calculations by integrating battery data from the entire fleet, not just from a single vehicle. This approach makes it possible to identify stress factors and detect deviations at cell, module, and pack level early on. The required vehicle data is analyzed in the cloud using intelligent algorithms.
Use of digital twins and artificial intelligence
For every vehicle battery, our cloud hosts a precise digital twin that serves as the virtual counterpart to the real component. This digital replica is continuously updated with operational data transmitted from connected vehicles. To ensure best-in-class analytical quality and minimize uncertainty, hybrid modeling approaches are used that combine in-depth electrochemical models with advanced machine learning methods. Their true strength lies in the reliable detection of deviations at cell and module level, as the fusion of electrochemistry and artificial intelligence enables battery data to be analyzed with exceptional precision.
With our self-learning cloud service, you can make accurate, long-term predictions regarding battery aging. This allows you, as a manufacturer, to plan more effectively and minimize financial risks.
Assessing the condition of batteries in electric vehicles, especially their remaining lifetime and performance in real-world operation, is challenging from the outside. Our innovative service is built on in-depth analysis of real usage data from connected vehicles to deliver precise and forward-looking insights into battery health and performance. By combining cutting-edge artificial intelligence with highly accurate electrochemical battery models, our solution fully leverages both technologies to enable reliable, data-driven predictions.
We consolidate competencies from the areas of batteries, artificial intelligence, big data, and energy management. This allows us to produce end-to-end solutions for aging prediction, which can be integrated into various architecture concepts. Our cloud-based services are tailored to your existing battery type and connected to your established cloud infrastructure.
Use of self-learning systems
To accurately predict battery health, remaining lifetime, and performance in electric vehicles, we have developed a self-learning system. This system is built on hybrid data analysis models that combine physical battery modeling with artificial intelligence and extensive big data sets. The battery data required for this analysis is continuously collected from connected vehicles in the field, securely transmitted to the Bosch Cloud, and thoroughly evaluated using intelligent algorithms. Based on this foundation, our battery service not only determines the current condition but also generates long-term forecasts and identifies critical states at an early stage, ensuring precise calculation of all key battery parameters.
Benefit from vehicle-specific charging configurations. They will increase battery life, reduce charging times, and protect your batteries in operation.
The traction battery is a key component of every electric vehicle and represents significant value. Age-related performance loss or premature capacity degradation can reduce usable range and lead to unexpectedly high repair or replacement costs. Our cloud-based battery solution provides a proactive answer: it enables precise, vehicle-specific control of the charging process. Through this individualized configuration, battery lifetime can be significantly extended by optimizing charging and avoiding excessive strain. At the same time, charging times can be substantially reduced without accelerating cell aging. This ensures lasting battery performance and optimizes vehicle utilization throughout the entire lifecycle.
We consolidate competencies from the areas of batteries, artificial intelligence, big data, and energy management. This allows us to produce end-to-end solutions for battery lifetime optimization, which can be integrated into various architecture concepts. Our cloud-based services are tailored to your existing battery type and connected to your established cloud infrastructure.
Targeted measures for extending battery lifetime:
Our smart services for battery-preserving charging optimize the operating conditions of the traction battery in various ways and thereby help to extend battery lifetime. Based on battery data from the connected vehicle, the cloud-based system uses electrochemical models to identify stress factors for the battery and actively helps to reduce these.
With our certification service, you can reliably assess the actual health status and residual value of a battery at any time. This helps to make your business more plannable.
The traction battery is the key value component of every electric vehicle, and its condition directly influences the resale and residual value of the car. Without transparent data on the actual battery health, important stakeholders in the electromobility ecosystem such as owners, dealers and recyclers often face limitations in their daily operations. Our certification service removes this uncertainty by providing an objective and reliable assessment of the battery’s condition and remaining value, creating a trusted basis for confident and well-informed decisions.
We consolidate competencies from the areas of batteries, artificial intelligence, big data, and energy management. This allows us to produce end-to-end solutions for usage certificates, which can be integrated into various architecture concepts. Our cloud-based services are tailored to your existing battery type and connected to your established cloud infrastructure.
How we create your certificates
Our cloud-based battery service offers comprehensive transparency regarding the condition of every traction battery: All relevant information, including key stress factors throughout the entire lifecycle, is collected, visualized, and used for the precise prediction of the remaining battery lifespan. The result is a tamper-proof digital twin that reflects the real-time health of the battery. Its condition can be verified through a digitally signed PDF certificate, available by email or as a water-resistant printed version. The methods for assessing and predicting battery health were developed together with leading partners from the electromobility ecosystem, ensuring that all relevant data is evaluated thoroughly and with the highest level of reliability. In addition, all processes for data collection and analysis have been independently audited and certified by the Association for Electrical, Electronic and Information Technologies (VDE), guaranteeing the highest level of reliability and trust in every assessment.
Our service offers you improved transparency regarding your battery condition and ensures compliance with the EU battery regulation. This makes your business more predictable and ready for the future.
As a resource-intensive core component, the traction battery presents unique challenges for electric vehicles. A clear view of its entire lifecycle is essential for efficient operation, lower CO₂ emissions, and reduced costs. Accurate battery data also simplifies end-of-life management and supports more sustainable use. This is where the digital battery passport comes in as a cloud-based platform that consolidates and documents all essential battery information, from static specifications to dynamic operating data. Fully aligned with the requirements of the EU battery passport, it provides a future-proof and reliable foundation for transparent and sustainable battery management.
We combine our expertise in battery technology, artificial intelligence, big data, and energy management to create comprehensive digital battery passport solutions. These end-to-end systems can be seamlessly integrated into different architectural setups. Our cloud-based services are tailored to your specific battery types and easily connect with your existing cloud infrastructure.
Overview of the battery types
Vehicle manufacturers get a clear, structured view of all battery types within their organization. They can preview individual battery passports or start the approval process with just a few clicks. A detailed view of each battery within a type is also available. Smart filters and search functions make it easy to find exactly what they need, quickly and efficiently.
Battery passport preview
The preview gives vehicle manufacturers an initial look at the automatically generated battery passport. From there, they can dive into the detailed view or move straight into the internal approval process.
Battery overview
Vehicle manufacturers get a clear, structured view of the individual batteries, organized by type. They can easily preview each corresponding battery passport, switch between different categories using the navigation bar, and quickly find what they need with flexible filter and search options for a smooth and efficient experience.
Detail and approval view
In this section, vehicle manufacturers can review the detailed information contained in the battery passport, make adjustments if needed, and approve verified data for release across all instances of the respective battery type.
Public view
By scanning a QR code, users are directed to an HTML page that presents all relevant battery information in a clear and intuitive layout. The level of detail shown depends on the user’s access permissions.
Do you have any questions? Feel free to contact our expert.
Benedikt Roith, Solution Consultant
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