Swiss-type CNC lathe threading efficiency improved by 21.3%!
See how SIGER Data's adaptive machining system optimizes multi-axis relay cycle time, helping to reduce costs and increase efficiency!
Company News Date：2026/05/11
In an automotive parts machining workshop, a high-rigidity vertical machining center is tasked with the mass production of brake drum flanges. When dealing with such disc-shaped components—which demand exceptional machining stability and strict cycle-time targets—operators have long been caught in a "dilemma":
◆ Speeding up? The complex curved surfaces and frequent interrupted cuts mean that even the slightest misstep can trigger chatter, leaving unsightly vibration marks on the workpiece surface or even causing dimensional errors.
◆ Slowing down? Conservative feed parameters keep the processing time per unit high, leading to mounting pressure regarding production capacity.
Under traditional methods, process programming relied entirely on manual experience, lacking real-time monitoring or self-learning models. Parameters fine-tuned by veteran operators based on "feel" often proved ineffective when switching batches or cutting tools.
Today, the deep integration of the SIGER Data Adaptive Machining System (AMS) has completely dismantled the barrier between efficiency and quality, effectively equipping the machine tool with an "autonomous driving brain".
1. Addressing Key Pain Points: The "Triple Shackles" of Traditional Machining
When machining disc-shaped components such as brake drum flanges, the limitations of traditional fixed-feed strategies become glaringly apparent:
❌ Manual programming with no real-time monitoring: Programming cannot anticipate uneven machining allowances or hard spots in the material; consequently, feed rates must be set based on the most conservative parameters, resulting in significant periods of inefficiency where the machine's full potential remains untapped.
❌ Reliance on manual experience leads to inconsistent quality: Machining quality fluctuates with changes in tooling, production batches, or operators. The "feel" possessed by veteran machinists is neither quantifiable nor replicable.
❌ Lack of a learning model in the machining process: Each machining operation is treated as a "one-off" event; experience cannot be accumulated, leading to long process optimization cycles and slow results.
2. Intelligent Breakthrough: SIGER Adaptive Machining System Empowers Machine Tools with "Dynamic Thinking" Capabilities
The SIGER Adaptive Machining System (AMS) establishes a complete closed-loop process—"real-time sensing → AI decision-making → smooth execution"—moving beyond crude, blanket acceleration or deceleration strategies:
✅ Intelligent Feed Optimization for Precision Efficiency
✅ Closed-Loop Stability Control: Eliminating Chatter Marks
✅ Continuous Self-Learning: Building Core Assets
（Optimization principle and implementation diagram）
3. Real-world Testing: 21.1% Efficiency Gain with Accelerated Performance Across All Stages
In a real-world application involving the machining of brake drum flanges on a vertical machining center, the SIGER Data Adaptive Machining System delivered impressive results:
Original Single-Piece Machining Cycle Time: 85 seconds
Optimized Single-Piece Machining Cycle Time: 67 seconds
Overall Machining Efficiency Improvement: 21.1% (Reduced by 18 seconds)
Performance gains were equally robust across specific stages: 30% improvement in rough machining, 20% in semi-finishing, and 10% in finishing. Crucially, these gains were achieved without compromising quality; the product met all standards for dimensional accuracy and surface finish.
4. Beyond Data: Holistic Value for Customers
The value of the SIGER Data Adaptive Machining System (AMS) extends far beyond merely shaving 18 seconds off the cycle time; it builds a core competency of sustainable evolution for the enterprise:
4.1 Unleashing Capacity: A 21.1% efficiency gain translates to directly unlocking over one-fifth more production capacity without adding new equipment. Using the same machinery and workforce, the system yields nearly a hundred additional brake drum flanges daily.
4.2 Quality Assurance: Intelligent, smooth feed rate adjustments effectively suppress chatter caused by interrupted cutting. This eliminates chatter marks, boosts the yield rate, and reduces rework costs.
4.3 Intelligent Accumulation: It transforms the "gut-feeling" speed adjustment experience of veteran machinists into an optimal parameter model that is quantifiable, learnable, and reusable. This drastically shortens the lead times for introducing new processes, workpieces, and personnel.
4.4 Digital Foundation: The continuously accumulated load-versus-feed data streams create valuable core data assets that pave the way for deeper process optimization, predictive maintenance, and even the development of digital twins.
5. Rapid Deployment, Zero-Risk Validation: Try it first, pay only if effective
SIGER Adaptive Machining System (AMS) helps manufacturing industries quickly improve efficiency with simple and burden-free deployment:
No downtime or modification required, no changes to existing programs.
Compatible with over 98% of CNC systems, including FANUC, Siemens, and Tsugami.
Based on a single hardware system, it can also be seamlessly expanded on demand to provide a six-in-one solution encompassing Tool Monitoring System (TMS), Collision Protection System (TCS), Thermal Compensation Management System (CMS), Chip Detection System (CID), and Health Management System (PHM), helping enterprises build digital production lines.
SIGER's Adaptive Machining System (AMS) has been proven in real-world applications across multiple industries, including aerospace, precision mold making, and automotive parts. It's ready for immediate deployment, truly empowering the technology team and simplifying the workshop.
We also offer a zero-risk verification model to completely eliminate your concerns: try it first, pay only if effective. Our engineers will bring the equipment to your location for three days of on-site testing, letting real data speak for itself. Pay only after your machine tool efficiency improves; if there are no results, you don't pay a cent. This helps you break free from conservative parameter limitations and unleash your machine tool's potential. Welcome to contact us for inquiries!
If you are interested in SIGER products, you can contact us by phone or email, or submit your requirements by leaving a message, and we will arrange personnel to contact you as soon as possible.