Amidst the wave of intelligent and green transformation in the energy service industry, WELLE Environmental Group, leveraging its keen industry insight and profound technological accumulation, has continuously invested in the field of smart energy. Its subsidiary, WELLE (Suzhou) Energy Technology Co., Ltd. (hereinafter referred to as "WELLE Suzhou Energy"), has taken the initiative to make efforts and actively practice. In its cooperation with Jiangsu Hongwei Technology, WELLE Suzhou Energy has adopted AI technology as the core driving force and employed the energy performance contracting management model to create a full-process smart energy management system. Leveraging the innovative advantages of AI empowerment, it efficiently adapts to the energy needs of high-end manufacturing, demonstrating the core value of AI in the field of green energy conservation, and setting a benchmark for the intelligent transformation of the industry.
AI empowerment prerequisite: precisely adapting to high-end manufacturing needs
As a leading enterprise in the semiconductor industry, Jiangsu Hongwei Technology has stringent requirements for the stability and precision of energy supply in the production of its high-end electronic products. This demand has also become the core application scenario for WELLE Suzhou's AI-based smart energy management system, forcing AI technology to achieve precise breakthroughs in energy regulation and operation and maintenance management, making AI a core tool for solving the pain points of energy management in high-end manufacturing.
AI empowerment highlight: Building a "precise regulation + intelligent operation and maintenance" system
The smart energy management AI system developed by WELLE Suzhou Energy has established a dual AI empowerment system featuring "precise regulation + intelligent operation and maintenance", completely breaking the limitations of traditional energy management and achieving full AI integration throughout the entire process from data collection, analysis and regulation to operation and maintenance support. This fully demonstrates the unique advantages and core value of AI technology.
(1) AI "strongest brain": precise regulation to achieve dual breakthroughs in energy conservation and efficiency enhancement
The intelligent energy management AI system of WELLE Suzhou Energy, serving as the "intelligent hub" of the entire energy system, boasts its core advantage in advanced AI algorithms and real-time regulation capabilities. By deeply integrating equipment control logic, it achieves dynamic and precise matching between energy supply and actual demand, which is also the core embodiment of AI empowerment.
The AI system collects key data such as temperature, humidity, and energy consumption in real-time through various sensors deployed in the workshop. Through rapid analysis and autonomous learning by AI algorithms, it automatically adjusts the operating parameters of various equipment, achieving on-demand energy supply and precise energy conservation. During peak production periods, AI can keenly capture load changes and automatically increase energy supply to ensure stable production; during non-production periods, AI automatically reduces energy consumption to avoid resource waste. Key data confirms the value of AI: a system that originally supplied 20 million kWh of energy annually has seen its power consumption decrease from 4.5 million kWh to 3.95 million kWh after AI regulation. The annual average energy efficiency of the computer room system has increased to >5.0, achieving significant energy-saving results. This fully demonstrates the core role of AI in energy optimization and has become a key support for energy conservation and efficiency improvement.
(II) AI "Smart Guardian": Predictive operation and maintenance, achieving unmanned and efficient management
Another core advantage of AI systems lies in their powerful predictive maintenance and fault self-healing capabilities. Through real-time monitoring and in-depth analysis of equipment operation data using AI algorithms, the system achieves intelligent upgrades in operation and maintenance management, significantly reducing the cost of manual intervention and further highlighting the empowering value of AI in the field of operation and maintenance.
AI systems can predict potential equipment failures in advance, automatically issue warnings, and push targeted maintenance suggestions, transforming operation and maintenance from "passive repair" to "active prevention" and avoiding production disruptions caused by equipment failures. For simple faults such as abnormal sensor data and minor equipment slowdowns, AI can achieve automatic adjustment and repair without manual intervention. Operation and maintenance personnel can grasp the operation status of the entire system through remote monitoring of smart devices, truly realizing unmanned and efficient operation and maintenance management. This significantly improves operation and maintenance efficiency, reduces operation and maintenance costs, and further demonstrates the convenience and practicality of AI empowerment.
Summary and Outlook: AI-driven, deepening exploration in the field of green and intelligent energy
WELLE Suzhou Energy's successful practice of deeply integrating AI technology with energy services highlights the core value of AI technology in precise regulation, energy conservation and consumption reduction, and intelligent operation and maintenance. This not only meets the stringent energy demands of high-end manufacturing but also verifies the broad application prospects of AI in the energy service industry, providing a reference AI empowerment solution for the industry's intelligent and green transformation.
In the future, WELLE Environmental Group will continue to take AI technology as its core driving force, deeply explore the field of energy services, continuously optimize AI algorithms, expand AI application scenarios, empower more high-end manufacturing enterprises with AI technology, and promote the development of the energy services industry towards a more intelligent, efficient, and green direction, using AI innovation to facilitate high-quality transformation of the industry.
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