BatterMachine, founded in November 2023 and based in Seoul and Shenzhen, specializes in machine learning solutions for battery management. Their BatMF framework accurately estimates battery states like SOC, SOH, and RUL, enhancing energy storage efficiency and longevity across automotive, energy, and industrial sectors.

Share This Post

BatterMachine is a technology startup based in Seoul, South Korea, focused on transforming battery management through advanced machine learning solutions. Founded in November 2023, the company specializes in developing tools and software that enhance the accuracy of battery state estimations, making energy storage systems smarter and more efficient. With operations in both Seoul and Shenzhen, China, BatterMachine is positioned to serve global markets in automotive, energy storage, and industrial applications.

The company’s mission centers on creating sustainable energy solutions by improving battery performance and longevity. BatterMachine’s expertise lies in applying machine learning to estimate critical battery states such as State of Charge (SOC), State of Health (SOH), and Remaining Useful Life (RUL). Their innovative approach aims to reduce waste, improve safety, and optimize battery systems for a variety of applications. By combining technical expertise with a commitment to sustainability, BatterMachine is driving progress in the battery industry.

Battery Technology

BatterMachine offers a range of advanced tools and software designed to improve battery management systems (BMS). Their flagship product, the Machine Learning Development Framework (BatMF), enables customers to apply machine learning algorithms to estimate battery states accurately. This framework is designed to optimize battery performance, extend lifespan, and provide valuable insights into battery health. BatMF is adaptable to various industries, including electric vehicles, renewable energy storage, and industrial applications.

In addition to BatMF, the company develops specialized BMS platform software architectures. These solutions are built to ensure safety and flexibility, particularly in high-reliability applications such as automotive systems. BatterMachine’s expertise in ASIL C/D BMS architecture ensures compliance with stringent safety standards, making their solutions suitable for critical environments.

The company also creates machine learning-based applications that estimate battery states such as SOC, SOH, State of Function (SOF), and RUL. These tools provide actionable data for improving battery efficiency and preventing unexpected failures. By delivering precise battery state estimations, BatterMachine helps customers reduce costs, enhance performance, and extend the life of their energy storage systems.

Recent Projects

Since its founding in 2023, BatterMachine has focused on developing and refining its machine learning tools for battery management. While specific projects from the past year are not publicly detailed, the company has been actively engaged in advancing its BatMF framework and BMS software architectures. Their efforts are concentrated on expanding the capabilities of their machine learning applications and exploring new use cases in automotive and energy storage systems.

BatterMachine is also collaborating with industry partners to test and validate their solutions in real-world scenarios. These collaborations aim to ensure that their tools meet the needs of diverse applications, from electric vehicles to grid-scale energy storage. While further details about recent projects are limited, the company’s ongoing development work underscores its commitment to innovation in battery management.

Investors

At this time, there is no publicly available information about BatterMachine’s investors. As a startup founded in late 2023, the company is likely focused on building its technology portfolio and establishing itself in the battery management market.

Business Details

Location: Seoul, South Korea; Shenzhen, China
Website: https://battermachine.com
LinkedIn: https://www.linkedin.com/company/battermachine

Share This Post

How do we Get in Touch?

Drop Us A Line to connect

Let’s talk about your challenges in the battery market and how we can help you evolve your marketing strategy and business development.

Logo_Battery-Tech-Network_Thumbnail

Let's connect

and Find Out How We Can Support Your Business