Saturday, February 21, 2026

AI-driven energy management

 







Energy Systems Group (ESG), working with GreenTEA Technology (an IT system integrator specialized in AI and sustainable infrastructure) alongside TruVolt.ai creates a comprehensive "Green AI" energy service model.

This partnership bridges the gap between legacy infrastructure upgrades and autonomous, AI-driven energy management, specifically for the high-demand datacenter and government sectors.


1. The Strategy: Sustainable IT Meets Physical Control

GreenTEA Technology acts as the System Integrator (SI), while TruVolt.ai provides the Control Intelligence. Together, they transform how ESG delivers energy services:

  • Intelligent Infrastructure Design: GreenTEA specializes in designing sustainable IT systems that integrate with renewable sources. When ESG builds a new facility, GreenTEA ensures the IT backbone is optimized for the IBM Power10/11 environment, while TruVolt.ai handles the physical stabilization of the BESS.

  • Virtual Energy Auditing (MaaP): By utilizing the Graphixa "Metadata as a Product" (MaaP) layer, GreenTEA can perform remote, high-fidelity energy audits. This allows ESG to rapidly identify efficiency leaks in a facility’s "digital-physical" interface without needing weeks of onsite manual inspection.


2. Operational Synergy: BESS & Liquid Cooling

For mission-critical datacenters, the combination of GreenTEA’s IT expertise and TruVolt’s hardware control delivers a "Zero-Waste" power cycle.

  • T-Parameter Liquid Cooling: GreenTEA designs the immersion or liquid-to-chip cooling architectures, while TruVolt.ai manages the $T$ (temperature) parameters via its adaptive PID controllers. This ensures that the high-density thermal batteries (using novel cathodes) and the servers themselves are kept at optimal temperatures.

  • Dynamic Load Balancing: As GreenTEA’s AI models identify shifts in IT workload (e.g., a burst in AI training), they signal TruVolt.ai to adjust the battery discharge rate. This prevents "thermal shock" to the novel cathode materials, extending the battery’s lifespan.


3. Integrated Value for ESG Clients



Partner

Role in ESG Project

Specific Value Add

GreenTEA Technology

Sustainable Architect

Designs the "Green IT" framework and integrates AI-powered energy management systems.

TruVolt.ai

Cyber-Physical Controller

Automates BESS and Liquid Cooling via AI-PID loops to maximize hardware efficiency.

Cyberspatial

Security & Visibility

Provides the "Cleared" network map to ensure the GreenTEA/TruVolt stack is unhackable.

ESG

The Prime / Guarantor

Designs, builds, and guarantees the performance and ROI of the entire facility transformation.

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