The PennZone

SAN JOSE, Calif. - PennZone -- MachBase™, the database for edge-managed computing platforms, announced that Doosan Machine Tools has chosen MachBase's time-series database to reduce downtime and derive edge data value from their machine tools.

"When Doosan looked for software that could handle huge amounts of data on hardware with low computing specifications, Hadoop was not a good fit, " said MachBase CEO and founder, Andrew Kim. "Choosing MachBase and its high-speed, high volume time-series data capture capabilities enables their machine tools to store and analyze data at rates of hundreds of thousands per sec. MachBase's time-series database can be easily built into the machine tool predictive maintenance system, allowing more in-depth views of previously invisible data."

Reducing downtime increases productivity, and the machine tool is at the center of it

More on The PennZone

• Top 5 Most Reliable Used Vans in the UK in 2026
• Dominican Fashion Designer Raiza Bonaparte presents the Sovereign Despampanante Collection at the Library of Congress
• Roohid Parast on How AI Is Changing What Bench Scientists Can Do
• What Happens When Congress Says No? New Book Examines the Boland Amendments, Iran-Contra Affair & Jamaican Posse, as US Congress Debate Over Military
• Warm, Dry Summer Forecast Points to a Stronger Wasp and Yellowjacket Season Across the Pacific Northwest

These days, the machine tool itself has a built-in system that predicts conditions through sensors that are already attached. However, until recently most machine tool systems had no function for diagnosing the health of the machine, other than machining. This only made it possible to identify the cause of the performance problem on the equipment itself after failure.

In optimal conditions, the machine tool needs to know the unit (main shaft state) after viewing the characteristics of the vibration of the rotating shaft, the amplifier for supplying the motor (current supply), and the output voltage. The key to machine tool service is to collect and analyze an enormous amount of sensor data from these motors, amplifiers and rotating shafts smoothly and very quickly.

"This is a perfect fit and ideal integration of MachBase. The world's top machine tools firms are currently exploring a new era using edge computing, and Doosan Machine Tools has been at the forefront, developing innovative machine tool services for years," said Joseph Rothman, MachBase COO. "MachBase is leading the way for global manufacturing services in Korea and around the world with edge computing, ahead of its competitors."

More on The PennZone

• Qscription Technologies Appoints Anurag Velekkatt Sunil Kumar to Drive Enterprise Scale
• SafeBets Named Presenting Sponsor of IMCX 2026, Bringing Its No-Deposit Prediction Platform to the Creator Economy's Deal-Making Conference
• Turnstone Creative's Ashley Russo Serves as Emcee for United Way's 2026 NERC and Women's Summit
• A New Pulse for Cardiac Care in Baltimore: St. Elizabeth Rehab & Nursing Welcomes Dr. Hakim Uqdah and Expands Advanced Heart Program
• Lighthouse 153 Brings Fresh Seafood, Craft Beer, and Coastal Charm to Downtown Hanover This Summer

As the incidence of smart factories in Asia increases, in Korea especially, and data experience increases in competing industries, the adoption of time-series databases is accelerating. The technology of making machine tools is also a measure of smart factories and industrial development in each country, thus building the foundation for the Fourth Industrial Revolution in these countries.

About Doosan
Doosan Machine Tools Co. LTD has been a global leader of the machine industry on the strength its own technological prowess ever since its inception in 1976.

About MachBase
MachBase, the database for edge managed platforms, is a columnar DBMS tailored to process machine data, the time series log data generated from IoT machines.

www.machbase.com