Revolutionizing Metalworking with Digital Twin: AI × Cutting Fluids × Smart Manufacturing Optimization | Taiwan-Based Metalworking Fluid Manufacturer & Supplier For 39 Years | HLJH
HLJH is a Taiwan high-quality Metalworking Fluids, Industrial Lubricants, Soluble Cutting Oils, Semi-synthetic Cutting Oils, Synthetic Cutting Fluids, Neat Cutting Oils, Rust Preventive Oils, Slideway Oils, Hydraulic Oils manufacturer and supplier HAI LU JYA HE Co., Ltd. (HLJH) have been focusing on manufacturing and marketing the industrial lubricants more than 30 years. Our fundamental belief is to make a harmful, friendly with lives, businesses, and leaving a lasting legacy for generations to come. We offer metalworking fluids (water-based cutting fluid, neat cutting oil), rust preventive oil, hydraulic oil, slideway oil, spindle oil, gear oil and so on that cover the whole industrial lubricant value chain. since 1982.
Revolutionizing Metalworking with Digital Twin: AI × Cutting Fluids × Smart Manufacturing Optimization
As smart manufacturing rapidly evolves, Digital Twin (DT) technology is becoming essential in metalworking and cutting fluid management. By integrating Artificial Intelligence (AI), sensor data, real-time simulation, and cloud computing, DTs synchronize virtual and physical systems to enhance efficiency, reduce maintenance costs, and optimize tool and fluid usage—advancing toward a human-centric and sustainable Industry 5.0.
Process Optimization: CNC Monitoring and Fluid Management
In CNC machining environments, DTs collect real-time data on temperature, vibration, spindle speed, tool load, and fluid conditions. This enables accurate predictions of tool wear, fluid life, and potential process anomalies, ensuring surface quality and extending machine and fluid lifespan.
Smart Scheduling & Energy Efficiency
With AI algorithms like LSTM or deep learning, DTs dynamically optimize job scheduling, machine utilization, and coolant pump activation. This reduces idle energy usage and supports carbon reduction, while also improving lubrication resource management strategies.
Operator Safety & Efficiency: AI Meets Ergonomics
Long exposure to machines and fluids poses risks. DTs, combined with wearable sensors and AI posture recognition, track operator movements and fatigue, offering task adjustment guidance and reducing injury risks. This also applies to fluid refilling and tank cleaning procedures.
Toward a Digital, Sustainable Cutting Process Ecosystem
Digital Twins go beyond visualization—they're the foundation of intelligent metal processing, efficient cutting fluid use, and sustainable oil lifecycle management. By integrating XAI, blockchain, and 5G, DTs can empower safer, smarter, and greener factories of the future.
◆ Source: MDPI
◆ Reference: https://doi.org/10.3390/electronics14040646
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Download Revolutionizing Metalworking with Digital Twin: AI × Cutting Fluids × Smart Manufacturing Optimization | ISO 9001:2015 Certified Industrial Lubricants Manufacturer And Supplier Since 1982 | HLJH
Located in Taiwan, HAI LU JYA HE CO., LTD has been an industrial lubricant manufacturer and supplier. Main products, include metalworking fluids, industrial lubricants, soluble cutting oils, semi-synthetic cutting oils, synthetic cutting fluids, neat cutting oils, rust preventive oils, slideway oils and hydraulic oils, which can reach 150 tons of cutting fluids per month.
HAI LU JYA HE Co., Ltd. (HLJH) have been focusing on manufacturing and marketing the industrial lubricants more than 30 years. Our fundamental belief is to make a harmful, friendly with lives, businesses, and leaving a lasting legacy for generations to come. We offer metalworking fluids (water-based cutting fluid, neat cutting oil), rust preventive oil, hydraulic oil, slideway oil, spindle oil, gear oil and so on that cover the whole industrial lubricant value chain. Our fundamental belief is to offer harmful and friendly products such as water-based cutting oils, neat cutting oil, rust preventive oil, hydraulic oil, slideway oil, spindle oil, gear oil and so on that cover the whole industrial lubricant value chain.
HLJH has been offering customers high-quality metalworking oils and fluids, both with advanced technology and 39 years of experience, HLJH ensures each customer's demands are met.