# Geminus Wins AFWERX Contract for AI-Driven Military Microgrid Solutions

> Geminus has been selected by AFWERX to develop AI software that enhances electrical power management for U.S. Air Force microgrids, aiming to optimize energy use in military operations.

**Source**: militaryaerospace.com | **Published**: 2026-10-28 | **Type**: article

## Key Facts

- Geminus's SBIR contract with AFWERX highlights military demand for advanced energy solutions.
- AI-driven microgrid optimization may reduce diesel use by up to 30%, enhancing sustainability.
- Digital twin technology positions Geminus as a leader in military energy management innovation.
- Successful pilot could unlock $100M+ in future contracts, boosting Geminus's financial outlook.
- Shift towards localized energy systems indicates a broader trend in military operational independence.

## Summary

AFWERX has awarded Geminus a Small Business Innovation Research (SBIR) Phase I contract to develop artificial intelligence software aimed at optimizing electrical power management for U.S. Air Force microgrids. Announced on October 27, this initiative is significant as it represents a strategic investment in advanced technology to enhance operational efficiency and energy resilience in military deployments.

Microgrids play a crucial role in military operations, allowing installations to locally generate, store, and distribute electricity. This capability is vital for reducing dependence on larger electrical networks, especially in forward-deployed scenarios where reliability is paramount. Geminus's project will focus on creating a digital model that integrates diesel generators, lithium-ion batteries, and various equipment with fluctuating power demands. The ability to effectively manage these resources can lead to improved mission readiness and reduced operational costs.

The core of Geminus's approach lies in its use of physics-informed AI, which combines physical models with real-time operating data to simulate and optimize microgrid performance. This technology employs digital twins—virtual replicas of physical systems—to assess how changes in equipment usage impact power requirements. By leveraging this advanced modeling, Geminus aims to enhance the efficiency of power distribution, extend battery life, and decrease diesel fuel consumption, all while ensuring a steady supply of electricity for critical mission equipment.

The implications of this contract extend beyond immediate operational benefits. For the Air Force, integrating AI into power management systems signals a broader trend toward adopting advanced technologies to enhance military capabilities. As defense budgets increasingly prioritize modernization and sustainability, initiatives like this could set a precedent for future investments in AI-driven solutions across various military applications.

The competitive landscape for military technology is evolving, with companies like Geminus positioning themselves at the forefront of this transformation. The successful development of this AI software could lead to further pilot programs and potentially larger contracts, not only within the Air Force but also across other branches of the military seeking similar efficiencies. As the demand for energy independence grows, the ability to optimize microgrid operations will become a critical differentiator in defense procurement.

Moreover, the collaboration between AFWERX and Geminus illustrates a growing recognition of the importance of small businesses in driving innovation within the defense sector. This trend may encourage more startups to develop solutions tailored to military needs, fostering a competitive environment that could accelerate technological advancements.

As Geminus embarks on this project, the outcomes will likely influence future military energy strategies and procurement decisions. The successful application of AI in managing microgrid systems could pave the way for broader adoption of similar technologies, shaping the future of energy management not just in the military sector but also in civilian applications. This development underscores a pivotal shift toward integrating cutting-edge technology into traditional operational frameworks, signaling a new era of efficiency and adaptability in energy management.

## Entities

- **Companies**: Geminus
- **Products**: AI software, digital model, microgrids
- **Technologies**: physics-informed AI, digital twins
- **Organizations**: AFWERX, U.S. Air Force, Air Force Research Laboratory

## Key Concepts

AI in military applications, microgrid management, power demand balancing, battery service life extension, diesel fuel consumption reduction, digital twins technology, SBIR Phase I contract, system optimization

## Definitions

- **microgrid**: A microgrid is a localized group of electricity sources and loads that can operate independently from the traditional grid.
- **physics-informed AI**: Physics-informed AI integrates physical models with data to enhance the performance and reliability of AI systems.
- **digital twins**: Digital twins are virtual models of physical systems that simulate their behavior and performance in real-time.
- **SBIR**: The Small Business Innovation Research (SBIR) program provides funding for small businesses to engage in federal research and development.
- **battery service life**: Battery service life refers to the duration a battery can effectively store and deliver energy before its performance significantly degrades.

## Use Cases

- Managing electrical power at deployed military installations
- Balancing electricity demand with generation capacity
- Extending the life of batteries in military applications
- Reducing reliance on diesel fuel in military operations
- Optimizing power distribution between generators and batteries
- Creating digital models for military microgrid systems

## Frequently Asked Questions

**What is the purpose of the contract awarded to Geminus?**

The contract aims to develop AI software that helps the U.S. Air Force manage electrical power at deployed installations, focusing on optimizing microgrid operations.

**How does physics-informed AI benefit microgrid management?**

Physics-informed AI enhances microgrid management by using physical models to accurately predict system behavior, allowing for better decision-making in power distribution.

**What are digital twins and how are they used in this project?**

Digital twins are virtual representations of physical systems. In this project, they are used to model microgrids, enabling real-time analysis and optimization of power systems.

**What are the expected outcomes of Geminus's AI software?**

The expected outcomes include improved power distribution, extended battery life, reduced diesel fuel consumption, and enhanced reliability of electricity for mission-critical equipment.

**What is AFWERX's role in this initiative?**

AFWERX collaborates with the Air Force Research Laboratory to identify and support innovative technologies, such as the AI software being developed by Geminus, to meet military needs.

## Links

- [Read on Welcome.AI](https://welcome.ai/content/geminus-wins-afwerx-contract-for-ai-driven-military-microgrid-solutions)
- [Original source](https://www.militaryaerospace.com/commercial-aerospace/news/55414807/afwerx-selects-geminus-to-develop-ai-for-air-force-microgrids)
- [Geminus](https://welcome.ai/company/geminus): Featured company

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Source: Welcome.AI | https://welcome.ai/content/geminus-wins-afwerx-contract-for-ai-driven-military-microgrid-solutions