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Honeywell introduces new AI software to enhance battery cell management at gigafactories

Honeywell launched the Battery Manufacturing Excellence Platform, or Battery MXP. Photo via honeywell.com

As the world continues to electrify, new optimized battery technology is critical, and Honeywell, which has a unit of its business based in Houston, recognizes that.

Honeywell (NASDAQ: HON) launched the Battery Manufacturing Excellence Platform, or Battery MXP, an artificial intelligence-powered software solution that will improve battery cell yields and, by extension, operation of gigafactories for manufacturers.

"With Honeywell's Battery MXP and its automation capabilities, we will be able to quickly and effectively establish a foundation for our network of gigafactories," John Kem, president of American Battery Factory, says in a statement. "This solution is vital in our manufacturing operation because it allows us to reduce scrap and scale up quickly, while also ensuring we meet the U.S. and international demand for high quality lithium iron phosphate batteries as we prepare for the unprecedented surge expected over the next decade."

The AI technology built into the platform can detect and remediate quality issues, preventing scrapped or wasted material. Per the news release, the platform can reduce startup material scrap rates by 60 percent.

"The electrification of everyday life continues to increase global demand for quality lithium-ion batteries to power electric vehicles, consumer electronics and battery energy storage systems," Pramesh Maheshwari, president of Honeywell Process Solutions, adds. "With the construction of more than 400 gigafactories planned worldwide by 2030, Honeywell's Battery MXP is a crucial technology that enables manufacturers to maximize cell yields and reach peak production much quicker than traditional methods."

Battery MXP can provide real-time information from raw material sage to finished product. The platform additionally creates enhanced safety measures.

Last month, Weatherford and Honeywell announced the partnership that will combine Honeywell's emissions management suite with Weatherford's technology.

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Chevron is in talks with Microsoft and Engine No. 1 about a massive natural gas power plant in Texas. Photo via Getty Images

Software giant Microsoft is negotiating exclusively with Houston-based oil and gas titan Chevron and investment firm Engine No. 1 about the development of a $7 billion power plant in West Texas that would supply electricity for a Microsoft data center campus.

The proposed natural-gas-fired plant initially would generate 2,500 megawatts of electricity, Bloomberg reports. The plant would be built near Pecos, a Permian Basin city, in an area where Microsoft plans to build a 2,500-megawatt data center campus on a 7,000-acre site.

A deal with Microsoft would secure a long-term customer for the plant’s output and help finance its construction, Bloomberg says. The project, expected to be producing power by 2030, still requires tax and environmental approvals as well an agreement to terms among Chevron, Engine No. 1, and Microsoft.

In a statement issued after Bloomberg reported the news, Chevron acknowledged it was in exclusive talks with Engine No. 1 and Microsoft, but the oil and gas company offered no details.

Chevron says the proposed plant “reflects an emerging shift in how power for AI is being developed, bringing energy supply closer to demand through co-located, behind-the-meter generation to deliver reliability while helping avoid added strain on regional electricity systems. It pairs sustained, always-on demand from advanced computing with proven capability to design, build, and operate large-scale energy infrastructure.”

Development of gas-powered electrical plants for AI data centers represents a new—and potentially lucrative— business line for Chevron. In 2025, Chevron, Engine No. 1 and GE Vernova announced a partnership to produce natural gas for AI data centers in the U.S.

Chevron’s collaboration with Engine No. 1 has already secured an order for seven large natural gas turbines from GE Vernova, according to Bloomberg.

“Energy is the key to America’s AI dominance,” Chris James, founder and chief investment officer of Engine No. 1, said last year. “By using abundant domestic natural gas to generate electricity directly connected to data centers, we can secure AI leadership, drive productivity gains across our economy, and restore America’s standing as an industrial superpower.”

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