Imagine a boiler that can think, or an entire power plant that can evolve. This is not science fiction—it’s the industrial intelligence revolution unfolding right now. At Yuancheng Technology’s headquarters in Hefei, Anhui, a massive digital twin screen streams real-time data from thousands of industrial nodes like a galaxy of stars. Here, the vertical large model “Da Yuanbao” is transforming traditional environmental control islands from “mechanical executors” into “autonomous decision-makers,” breaking the boundaries of single-machine intelligence and accelerating toward cluster- and system-level intelligence.
Pioneers and Industry Standard Setters: Two Decades of Leadership
Yuancheng Technology is a trailblazer in China’s industrial intelligence sector.
Founded in 2005, the company has remained at the forefront of industrial flue gas control and intelligent operations. Listed on the STAR Market (688659), Yuancheng is not only a standing council member of the China Industrial Textile Association but also actively shapes national and industry standards—from “Medium-Low Temperature Flue Gas Dust and Denitrification Integrated Filter Bag” to “MEMS VOC Gas Sensor Technical Requirements”.
The founders, Mr. Xu Hui and Ms. Liang Yan, are renowned innovators in industrial environmental protection. Xu Hui, a recipient of China’s “Ten Thousand Talents Program” and Ministry of Science and Technology innovation awards, has led the team through breakthroughs spanning high-efficiency filter bags, SCR denitrification catalysts, and the evolution from single-machine intelligence to full-system cognition.
This is not merely a company’s growth story—it is the evolution of China’s industrial intelligence standards.
Breaking the Bottleneck: From Single-Point Optimization to System Awareness
Traditional industrial environmental systems often operate in silos: denitrification, desulfurization, and dust removal work independently; energy efficiency and safety conflict; carbon reduction and cost control are hard to balance. Yuancheng Technology offers a solution with AI Smart Environmental Island 2.0—not just a hardware upgrade, but an evolution from “neuron to cortex.”
Leveraging a dual-engine architecture that integrates mechanistic modeling with data-driven algorithms, Yuancheng achieves three major leaps:
From Single Machine to Cluster
Intelligent control expands from a single system to multi-unit, multi-process plant-wide coordination. At the 1000MW ultra-supercritical unit in Zhangjiagang Shazhou Power Plant, AI autonomy exceeded 99%.
From Single Point to System-Wide
Intelligence extends beyond environmental islands to combustion, ash transport, and cold-end optimization. At a steel plant, this approach reduced carbon emissions by 22% while saving over 12 million RMB annually through process optimization.
From Energy Savings to Value Creation
The system transforms from a “cost-saving tool” into a carbon asset generator. Dynamic carbon monitoring and optimization algorithms allow enterprises to visualize both “cost reduction curves” and “carbon asset growth curves,” turning every ton of emissions reduced into a traceable, tradable digital asset.
The Cognitive Revolution: Debunking Three Industrial Intelligence Myths
Myth 1: “More Equipment = Smarter”
As Elon Musk warns, “Scaling manufacturing capacity does not equate to a technological breakthrough.” Many industrial projects pile on sensors and cloud platforms, yet fall into “data islands” and system fragmentation.
Yuancheng understands that true intelligence lies not in hardware accumulation but in system-level cognitive leaps. From mechanistic models to data-driven algorithms, from single-point control to cluster coordination, Yuancheng reconstructs the industrial intelligence foundation, creating a digital brain capable of autonomous decision-making.
Myth 2: “Short-Term ROI = Technology Value”
As Ren Zhengfei notes, “Without basic research, you cannot perceive the future, and without perception, you cannot lead.” Many industrial investments seek immediate payback, ignoring the compounding value of long-term R&D.
Yuancheng’s two decades of patient investment—from atomically optimized catalysts to federated learning breakthroughs—form a formidable technological moat that competitors cannot easily surpass.
Myth 3: “Generic Large Models = Industrial Intelligence”
Simply applying consumer AI to industrial settings ignores the complexity of industrial mechanisms and irreplaceable process know-how.
The Da Yuanbao vertical large model stands out: a domain expert rooted in 20 years of industrial data, integrating LSTM time-series forecasting, MPC model control, and federated learning, achieving “local data privacy, global wisdom co-evolution” at an industrial scale.
Core Engine: The Da Yuanbao Industrial AI Brain
Unlike generic large models that are “broad but shallow,” Da Yuanbao fuses 20 years of industrial experience with AI, delivering three core capabilities:
Millisecond-Level Full-Plant Perception
Combining LSTM forecasting with MPC, the system anticipates operational changes, achieving dynamic feedforward-feedback coupling under variable load and coal quality conditions—eliminating traditional PID lag and oscillation.
Federated Learning Evolution
Local data is encrypted, with only model gradients shared. This safeguards sensitive data while enabling all plants to benefit from collective intelligence.
Carbon-Efficiency Optimization
Real-time integration of equipment data, energy consumption, and raw material composition, combined with dynamic carbon pricing and demand signals, allows instant output of optimal parameters. In a power plant project, ammonia usage decreased by 7–15%, limestone by 6%, and electricity consumption by 8%—achieving a triple cost-reduction effect.
Extending to Virtual Power Plants and New Energy
Yuancheng’s ambition goes beyond environmental islands. At the 2025 Green Low-Carbon Intelligent Environmental Island Summit, experts emphasized that multi-modal algorithms and full-chain closed-loop management are key for distributed resource orchestration. Yuancheng is extending its cluster intelligence from coal-fired plants to distributed PV, storage, and controllable loads—turning each connected factory into a smart node for grid balancing, creating new revenue streams.
By integrating environmental island intelligence with energy management, enterprises can move from “passive compliance” to “active value creation” in new energy systems.
Future Vision: Pioneering Into the Unknown with First Principles
Inspired by Musk’s first-principles thinking, Yuancheng pushes the boundaries of industrial intelligence:
AI Autonomous Factory Neural Hub
Developing a fully autonomous industrial OS, where AI can make decisions, execute tasks, and evolve independently—from raw material intake to product shipment, maintenance, and energy optimization. A single “AI plant manager” may oversee the entire operation.
Global Energy Internet Chinese Node
As energy flows globally like information, Yuancheng’s system intelligence acts as a smart router for cross-border energy dispatch—from African PV to European grids, from Southeast Asian storage to Chinese computing centers.
Industrial Metaverse Physical Anchor
Digital twins evolve into parallel industrial worlds: each device has a digital counterpart, every operation a virtual rehearsal, and every decision countless simulations.
Interplanetary Manufacturing Testbed
Cluster intelligence for atmosphere circulation and energy management serves as a technical rehearsal for life-support in Mars bases. AI trained in power plants today could manage oxygen cycles on Mars tomorrow.
Sustained Leadership: Multi-Dimensional IP Strategy
From nano-vanadium denitrification catalysts operating efficiently at 180°C under extreme conditions to full-chain smart control of thermal power plants, Yuancheng has built a comprehensive IP moat—covering materials, systems, hardware, algorithms, and standards. With hundreds of patents and software copyrights, and active involvement in international standardization, Yuancheng is transforming China from a follower to a global leader in industrial intelligence.
As Da Yuanbao awakens in more industrial scenarios, and cluster intelligence reshapes the energy network’s underlying logic, Yuancheng demonstrates that true intelligence is not about replacing humans—it’s about systems exceeding individual experience.
With two decades of patient innovation, from single machines to clusters, from energy savings to value creation, from environmental islands to virtual power plants, Yuancheng Technology is charting a new paradigm in industrial intelligence.
Yuancheng Technology: Empowering Industry with Intelligence, Creating Value Through Wisdom.
