The launchpad for game changing, high-value battery insights and innovation
The battery industry is changing at speed, and the leading game changers in the energy and mobility markets are leveraging the TWAICE Battery Analytics Platform eliminate risks and enable opportunities like launching new business models & generating new revenue streams.
.webp)
The world's most advanced battery analytics platform
Convert your batteries into insightful information sources
The TWAICE Battery Analytics Platform is a convergence of deep battery knowledge, Artificial Intelligence (AI), scalable cloud software, and real life battery data. It creates single source of truth for how batteries should be effectively developed and operated—simple, low-cost, and high-value.
HOLISTIC BATTERY MODELING
Covering all aspects of state-of-the-art battery analytics: simulating electrical-thermal behavior, dynamically combined with aging—from milliseconds to years.
ROI BEGINS IMMEDIATELY
Big Data-only analytics need time to payback. TWAICE begins paying back on day 1. No need to wait for months, start optimizing batteries immediately.
FLEXIBLE TO MATCH YOUR NEEDS
Batteries are not all the same, nor are customer needs. We tailor alerts, limits, and thresholds according to customers’ applications.
EASY SAAS IMPLEMENTATION
Simple installation with automatic updates and service. You do nothing.
BEST OF BOTH WORLDS
Hybrid modeling combines physical modeling based on deep battery expertise with Big Data for lifecycle accuracy and resilience.
DATA PROTECTION & COMPLAINCE
Acknowledging the value and sensitivity of customer’s data, we comply with all data protection standards and regulations.
Providing solutions along the lifecycle, across industries, on top of one technical platform.
We make battery systems more transparent, effective, and reliable to increase the lifetime, efficiency, and sustainability of the machines that power the economy of tomorrow.
BATTERY DEVELOPMENT SOLUTIONS
Our platformized Model Library provides access to a host of coupled electrical, thermal, and ageing battery cell models for instant battery development.
- Cell qualification & selection
- Model-based application design
- Battery design & validation
- Energy management optimization
STATIONARY ENERGY STORAGE SOLUTIONS
We make visible accurate measurements of State of Health (SoH) and performance capabilities for every stationary storage business case—to better plan operations and manage warranties.
- Stationary storage health analytics
- Warranty tracker
- Operating storage strategy planner
FLEET SOLUTIONS – BUSES, CARS, TRUCKS, AND MORE
We provide State of Health (SoH) lifecycle monitoring for batteries in electric vehicles.
- Battery health for fleets – Continuous Monitoring, Validation Procedures , Data Backfilling
- Investment Planning & Warranty Management
Let’s co-develop new lifecycle solutions to create break-throughs with significant financial benefits.
Get to market up to five times faster! Our microservices based architecture enables our customers and partners to develop and co-develop their own solutions without the burdens and cost of ownership of the underlying infrastructure and services. We provide a shared technological foundation, designed for short time to value and high user adoption.
PLATFORM SERVICES
Accessible through UI and/or APIs.
- Configuration – Identity & Access Management, Events, Alerting, Reporting, and logging
- Battery – RUL Simulator, Profile & Load Analyzers
- Monitoring – Data Explorer and Correlation Explorer
- Analytics – Battery Health, Performance, Anomaly Detection
TWAICE-built solutions
Customer-built proprietary solutions
Third-party built solutions
See what’s around the corner by accurately predicting the future.
Leveraging a multitude of analytical, empirical, and data-based algorithms & models, we generate insights on the current state of batteries to predict their future. Running on highperformance data processing engines, our algorithms and models are selected by battery experts to fit the needs of every use-case and obtain the most accurate result.
TWAICE PLATFORM ANALYTICS
The analytics layer is the platform’s brain and computational engine.
- State of Charge Determination (SOC)
- Capacity Determination
- Resistance and Impedance Determination
- Electro Thermal Modeling
- Semi-empirical Ageing Modeling
- Machine Learning Ageing Modeling
- Hybrid Modeling
- Engines for Algorithm Execution, Machine Learning, and Metadata
Gather lot’s of data, add context and out pop high-value actionable insights.
Access the analytics platform through a variety of Data Integration Services that meet all the requirements of BMS, EMS, SCADA and system data. Pertinent data is collected from Batteries in automobiles and Battery Energy Storage Systems (BESS) and uploaded to the TWAICE Cloud in real-time. Additional battery data is garnered from the TWAICE Battery Test Laboratory to advance the value of our giant data store.
THE TWAICE DATA GATEWAY
The analytics layer is the platform’s brain and computational engine.
- IoT Stack – Deployed on site when the telematics unit is connected to the BMS.
- Data Ingestion Services – We collect data from your measurement databases, telemetry gateway or from your own Cloud.
THE TWAICE DATA STORE
Our Data Store is a modern data processing and storage layer for highly structured data, handling time-series data, accumulative historical data, and metadata.
- Battery Domain Model – Optimized to find, correlate, and compare large datasets.
- Data Security and Privacy.
- Unified Data Model – Laboratory data, Data compression, Data quality watchdog.
Always protected.
Always secure.
Always compliant.
The TWAICE Platform was developed with data security as its top priority. Access protection, tenant segmentation and encrypted communications ensure data remain confidential and protected. Your data is 100% yours and we treat it with the utmost confidentiality. Our customers have full data-access control and authorization rights to their data.
