show me the money

DOE announces over $60M in federal funding for power grid improvement

The United States Department of Energy is doling out over $200 million for grid improvements — and one of the largest portions will be coming to Texas. Photo via Getty Images

Texas is getting $60.6 million in federal grants to bolster the state’s frequently taxed power grid.

The funding, announced July 6 by the U.S. Department of Energy, totals over $200 million to be distributed across the country. The Lone Star State's chunk will be earmarked for pinpointing gaps in the grid’s dependability and reducing weather-related grid disruptions. The Texas Division of Energy Management will decide how to dole out the money.

“By itself, is $60 million going to be determinative to make our grid reliable? Of course not,” Doug Lewin, president of Austin-based energy consulting firm Stoic Energy, tells the Austin American-Statesman. “It’ll cost more than that, but every bit counts, and $60 million is not a small amount of money, so [the state] could probably do a lot of good with that.”

The Texas grid infamously came under intense scrutiny in February 2021 during and after the statewide deep freeze. The cold snap caused power plants and natural gas facilities to fail, leading to blackouts around the state and at least 200 deaths.

The February 2021 disaster “exposed the inability of the state’s energy supply chain to withstand extremely cold temperatures,” the Federal Reserve Bank of Dallas observes. The bank adds that “questions remain whether the electrical grid is now more resilient to winter weather.”

Although the grid has held up during this year’s heat wave, some observers wonder how long the grid can handle record-setting demand and still keep the lights (and air conditioning) on. So far, an abundance of wind and solar power has rescued Texas from the same fate that crippled the state in February 2021.

All eyes then and now are on the quasi-governmental Electric Reliability Council of Texas (ERCOT), which delivers power to about 90 percent of the state.

Since ERCOT’s winter debacle two years ago, state officials have beefed up weatherization requirements for power generation, power transmission, and natural gas facilities. Meanwhile, ERCOT underwent a management overhaul and bumped up its backup supply of thermal power.

During the state legislative session in 2021, a measure that would have earmarked $2 billion for weatherization of Texas power facilities passed in the House but stalled in the Senate.

This year, Texas lawmakers created a fund containing as much as $10 billion for loans and grants to encourage construction and maintenance of gas-fueled power plants. Gov. Greg Abbott signed that bill. But separate legislation that would have set aside billions of dollars to build a network of gas-powered backup plants died in the House.

A report published in 2022 by Rice University’s Baker Institute for Public Policy faulted ERCOT for the previous year’s winter chaos but didn’t pin sole blame on the organization. The report recommended better coordination among state regulators regarding the power grid, including potential formation of a state agency dedicated solely to energy issues. Today, the Texas Railroad Commission and Public Utility Commission of Texas largely share oversight of energy matters in the state.

“All forms of generation capacity experienced failures,” says the institute’s report on the 2021 winter catastrophe, “but bureaucratic failure in identifying and addressing risks along fuel supply chains was a major failure.”

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A View From HETI

Merab Momen, founder of AI CTO Services. Courtesy Photo

Artificial intelligence is now everywhere. It is mentioned in every startup pitch deck, and every corporate roadmap claims to use it. However, many early-stage businesses struggle with the simple question, “What does AI actually mean for my business?”

In a recent podcast episode of EnergyTech Startups, Merab Momen, founder of AI CTO Services and a long time AI practitioner, explains why most founders misunderstand AI, how startups can practically apply it and why Houston is quietly becoming a serious hub for AI-driven innovation.

Filling the AI Leadership Gap

Merab’s career has spanned decades of technology transitions. He worked on neutral networks in the 1990s, constructed computer vision systems long before they were common, and helped install AI solutions inside huge industrial companies. However, he noticed a huge problem when generative AI started to explode into the mainstream-The requirement of a real partner by the founders for AI integration but inability to rely on a full-time CTO and project-based consultants.

“I really needed something which is much more engaging where I can give that partner-level advice to the founders,” he said. By giving firms on-demand access to high-level AI knowledge and expertise, his methodology enables them to analyse tools, steer clear of cost blunders and eventually transition to a permanent technology leader when the time is right.

AI is Older than Most People Think

Despite its recent rise in popularity, AI is nothing new. AI actually began in the 1950s. Merab in his conversation explained how he worked on his first AI project back in the year 1996 that worked perfectly, but the processing power wasn’t just there to make it practical. He continued how he utilized the swarm intelligence models to optimize supply chains, now referred to as MLPOs and data engineering.

From Language Models to Physical World

Much of the public conversation about AI revolves around chatbots and text generation. But Merab sees far greater potential in AI’s interaction with the physical world, especially in industrial settings. He emphasized edge computing and vision language models (VLMs) as significant advances in manufacturing and energy. This physical shift is opening doors for new opportunities for robotics, automated inspections, and industrial safety applications. Merab added that Houston is uniquely positioned for this transition.

Why Houston has an AI Advantage

Silicon Valley may dominate the AI headlines, but Merab believes Houston’s advantage lies beneath the surface. The city doesn’t lag in AI utilization; it just operates in industries where results show differently.

Machine learning isn’t new to Houston’s core industries. Energy companies, manufacturers, logistics providers, and healthcare systems have been using advanced analytics for decades. The difference lies in them innovating in industrial sectors rather than consumer technology.

What’s Next

With the AI CTO Services growing, Merab is working with startups across industries to deploy AI in practical, business-first ways.

He is more interested in assisting founders in finding answers to critical issues than following new trends.

For Houston’s energy and climate tech community, it needs to transform AI enthusiasm into real-world impact.

Listen to the full conversation with Mehrab Momin on the Energy Tech Startups Podcast to learn more.

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Energy Tech Startups Podcast is hosted by Jason Ethier and Nada Ahmed. It delves into Houston's pivotal role in the energy transition, spotlighting entrepreneurs and industry leaders shaping a low-carbon future.


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