Sermatec Integrates DeepSeek to Usher in the Era of Smart Energy "3D Evolution"

At the beginning of this year, China's National Development and Reform Commission and the National Energy Administration announced a policy adjustment that marked a gradual phase-out of mandatory energy storage quotas. This shift has set the stage for a value-driven restructuring of the energy storage industry. Simultaneously, large-scale AI models, led by DeepSeek, are experiencing explosive growth and reshaping industries worldwide. Sermatec’s deep integration with DeepSeek is propelling the “3D Intelligence Evolution” of energy storage systems, facilitating a paradigm shift from static revenue models to dynamic revenue models. This transformation empowers China’s renewable energy sector to transition from government incentives to self-sustained market-driven growth.

DeepSeek + Hardware: The Evolution of Intelligent Energy Devices

As the energy revolution enters uncharted territory, energy storage hardware is evolving from mere “steel enclosures” into intelligent, self-optimizing systems. Traditional energy storage devices operate like mechanical clocks, following pre-defined physical principles. However, with AI integration, these systems become more than just passive energy containers—they evolve into thinking, self-learning energy entities that continuously generate new possibilities through algorithmic optimization.

By integrating DeepSeek, Sermatec enhances the inference capabilities of energy storage systems. In battery cell management, AI-driven analysis of electrochemical data and charge-discharge parameters enables predictive modeling of battery life, improving health diagnostics and early fault detection. Advanced optimization algorithms proactively identify and mitigate potential malfunctions by assessing environmental data and operational conditions. For Power Conversion Systems (PCS), AI dynamically adjusts control strategies based on real-time grid conditions. Within the primary energy storage system, fault localization algorithms and intelligent circuit breaker operations facilitate self-healing, significantly reducing downtime.

With DeepSeek, energy storage devices are building an end-to-end intelligent management framework encompassing battery cells, thermal management, PCS, and system-level operations. This framework establishes a closed-loop process of perception, decision-making, and execution. As these systems gain self-diagnosis, self-prediction, and self-interaction capabilities, decision-making shifts from human intervention to AI-driven inference—laying the foundation for next-generation intelligent energy infrastructure and establishing a formidable competitive edge.

DeepSeek + O&M: The Evolution of Smart Energy Services

In the future, energy storage facilities will not rely on engineers for routine maintenance. Instead, a self-evolving AI-driven O&M (Operations & Maintenance) ecosystem will take center stage—one that remembers the torque curve of every screw, predicts the ripple effects of each temperature fluctuation, and continuously fortifies energy security through digital-physical integration.

Through its partnership with DeepSeek, Sermatec is revolutionizing O&M from reactive response to proactive intervention. AI-powered predictive maintenance models enable full lifecycle monitoring, preemptively identifying anomalies and forecasting failures days in advance. DeepSeek’s inference engine continuously refines its knowledge base and optimizes repair strategies, significantly enhancing diagnostic efficiency. By leveraging intelligent coordination systems, Sermatec redefines resource allocation, automates work order dispatching, and streamlines multi-disciplinary collaboration—reducing response times and lowering operational costs.

DeepSeek + Operations: The Evolution of Smart Energy Transactions

As energy storage systems begin applying game theory in decision-making, electricity trading is evolving into a competition of algorithms. The energy industry is entering an era of “hyper-rational competition,” where every kilowatt-hour is valued not just as power but as a dynamic asset in time and space. Sermatec harnesses AI to break through local optimization limitations, developing a globally coordinated smart energy ecosystem.

By integrating DeepSeek into cloud-based platforms, Sermatec achieves over 94% accuracy in load forecasting by incorporating weather patterns, demand fluctuations, and user behavioral data. At the edge level, AI enables millisecond-level decision-making responses, enhancing renewable energy utilization and advancing real-time optimization across generation, grid, load, and storage assets.

Powered by DeepSeek’s reinforcement learning and multimodal data analytics, Sermatec is pioneering the development of Virtual Power Plant (VPP) predictive models. This initiative establishes a closed-loop system for electricity price forecasting and strategy optimization. AI-driven algorithms and risk assessment models enable resource aggregation, dynamic pricing, real-time scheduling, and risk-mitigation strategies—unlocking new levels of market efficiency and profitability.

3D Evolution: A Higher Dimension of Smart Energy Applications

The convergence of DeepSeek and Sermatec’s vertical expertise is igniting a “cognitive revolution” in the energy sector. This transformation, driven by the dual-helix architecture of AI-driven large models and energy IoT, is propelling Sermatec from an equipment provider to an intelligent energy service pioneer—leading the global transition to smarter, AI-powered energy solutions.