Scaling up Production of Ultrasound-based Battery Inspection System
scaling up the EchoStat system to improve EV battery manufacturing processes
Liminal Insights Inc
Recipient
Emeryville, CA
Recipient Location
7th
Senate District
18th
Assembly District
$2,044,113
Amount Spent
Active
Project Status
Project Update
In 2023, the project focused on advancing the EchoStat system from early prototypes toward a commercially viable inspection platform. The team refined core ultrasound sensing and signal processing capabilities to improve defect detection accuracy and repeatability, while demonstrating the ability to identify key manufacturing defects in lithium-ion battery cells. Initial system architectures were developed and tested in lab environments, and early engagement with battery manufacturers helped define system requirements, throughput targets, and integration constraints. The team also began identifying critical components and supply chain needs, laying the groundwork for future manufacturing scale-up. These efforts established a strong technical foundation and validated the feasibility of non-destructive, in-line ultrasound inspection for battery production.
In 2024, the project progressed from prototype validation to system integration and manufacturing development. The team designed and assembled more advanced, factory-relevant EchoStat systems (e.g., ARRAY, RASTER, and THETA configurations) and validated their performance in detecting defects under more realistic production conditions. Significant work was completed to define manufacturing workflows, quality control protocols, and system-level documentation, alongside development of a unit cost model to guide commercialization. The team also initiated pilot manufacturing activities and began building out relationships with key suppliers for ultrasound transducers and electronics. In parallel, Liminal engaged with multiple global battery manufacturers to prepare for system deployments and gather feedback on system performance and integration requirements.
In 2025, the project focused on scaling manufacturing readiness and advancing toward low-rate initial production (LRIP). The team established a more robust and reliable supply chain for critical components and successfully built and validated a pilot manufacturing line for EchoStat systems. Manufacturing documentation, quality control processes, and production metrics were further refined to support consistent and repeatable system builds. The company worked closely with Tier 1 battery manufacturers and automation partners to secure system orders and support early deployments, demonstrating the technology’s value in commercial production environments. These efforts positioned the project to transition into low-volume production and facility expansion in 2026 to meet growing customer demand.
The Issue
The lithium-ion battery manufacturing industry lacks non-invasive, in-line measurement technologies capable of reliably detecting process variation, defects, and cell quality issues at the speed and scale required for full production inspection. As a result, manufacturers rely on electrical testing, which requires battery operation and provides limited diagnostic insight, or X-ray imaging, which is slow, costly, and not suitable for high-throughput environments. These limitations restrict testing to small sample sizes, often delaying defect detection and performance validation by days to months. This uncertainty in cell quality leads battery integrators, including electric vehicle and grid storage providers, to overbuild battery packs by as much as 25% to ensure performance and reliability.
As battery designs evolve toward larger formats and higher power densities, the limitations of existing inspection methods are expected to worsen, particularly at critical points throughout the manufacturing process. There is a significant need for a new class of diagnostic technology that can rapidly, accurately, and non-destructively detect defects and process variation at scale.
Project Innovation
This project advances the EchoStat ultrasound-based battery inspection system from prototype-scale assembly to low-rate initial production (LRIP) of factory-ready equipment. Key innovations include the development of a scalable and robust supply chain for critical components such as ultrasound transducers and electronics, along with standardized manufacturing, quality control, and system validation processes. The project will also increase automation of system assembly, reduce product customization across deployments, and establish clear factory and site acceptance testing criteria to ensure consistent performance. In parallel, the recipient will work closely with Tier 1 battery manufacturers to validate the system’s throughput, integration, and economic value in commercial production environments.
With the technology at TRL 8 and MRL 4 at project start, this project focuses on scaling manufacturing capability from manually assembled, custom prototypes to automated, repeatable low-volume production, advancing the MRL of the EchoStat system to Level 8.
Project Goals
Project Benefits
Assuming the project reduces the cost of EV battery cells by $17/kWh, EV adoption in California will be sped up by at least 3 years, and net cost benefits for ratepayers and Californians will be realized by 2028 or earlier.
Reliability
The inspection platform will increase reliability by catching manufacturing errors earlier in battery production.
Safety
The EchoStat system will increase safety by reducing battery cell defects, which in turn will reduce the likelihood of thermal runaway events.
Affordability
Standardized, repeatable, and automated production can lower the cost of the EchoStat system, making it more likely that Tier 1 battery manufacturers will purchase them. Widespread adoption of the EchoStat system will enable earlier detection of manufacturing defects and improve production yields. Improved battery quality and production will reduce the cost of lithium-ion battery cells, accelerating EV adoption and deployment of grid storage.
Environmental Sustainability
Improved manufacturing efficiency will reduce material waste and energy use per battery produced, lowering lifecycle emissions. Accelerated adoption of EVs and energy storage systems will further reduce air pollution and greenhouse gas emissions, benefiting public health.
Consumer Appeal
Standardized systems increase the appeal to Tier 1 battery manufacturers, the primary customer of these systems, increasing the likelihood of widespread adoption in global battery manufacturing. This adoption has the indirect benefit of improving battery quality and thus enhancing the performance and longevity of electric vehicles and energy storage systems, increasing consumer confidence in these technologies.
Key Project Members
Shaurjo Biswas
Subrecipients
Match Partners
Liminal Insights Inc
Owens Design Inc.