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2026 International Electronics and Smart Manufacturing Exhibition in Hanoi

2026 Automation Taipei

FMS Smart Flexible Manufacturing System

Flexible Manufacturing Automation Solution

Is Your Factory Suitable for FMS Implementation?

•
Factories with High-Value CNC Equipment
Expensive equipment cannot afford downtime or wait times. FMS enables machines to operate for extended periods, including nights and holidays, improving return on investment.
•
Mold Manufacturing Factories
Mold processing involves long durations, multiple steps, and high tool consumption. FMS can manage continuous long-term machining, tool life, and nighttime automation, making it the most effective solution for improving utilization in mold factories.
•
Factories with High-Mix Low-Volume Production
Many product types, small batches, and frequent changeovers. FMS's work order decomposition and rapid scheduling make HMLV production efficient and stable.
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Factories Requiring Complete Set Machining in One Go
FMS can sequence part processing according to kit logic, allowing the entire set to be completed in a single workflow for more accurate delivery.
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Factories Facing Labor Shortage or Difficult Night Shift Maintenance
Manual loading, tool compensation, and confirmation processes are unstable. FMS allows unmanned production during weekends and night shifts, keeping machines running.
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Factories That Cannot Accept Mid-Process Line Stops
FMS automatically checks tools, materials, and fixtures before production starts to avoid mid-process stops; combined with full line transparency for easier management.
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Industries Involving High-Value, Precision Component Machining
Such as AI server liquid cooling parts, aerospace, medical, semiconductor, and high-end bicycle parts. FMS uses measurement feedback and tool compensation to ensure dimensional consistency, stable quality, and full traceability.
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What Benefits Can FMS Bring to Your Factory?

Improved Equipment Utilization

Improved Equipment Utilization

Increases equipment utilization and reduces idle time

Flexible Production

Flexible Production

Supports rapid changeover across multiple product types, completing full sets in sync

Reduced Labor Shortage Risk

Reduced Labor Shortage Risk

Automated operations reduce labor demand and operational risk

Closed-Loop Quality Management

Closed-Loop Quality Management

Full-process quality feedback ensures process consistency

AI Manufacturing Intelligence

AI Manufacturing Intelligence

Data analytics and prediction support smart decision-making

Predictable Costs

Predictable Costs

Increases cost transparency and reduces operational risk

FMS System Architecture and Core Competencies

DS SmartCore™ FMS uses a closed-loop smart manufacturing architecture to integrate work orders, scheduling, automation, machining, measurement, and quality feedback, building a predictable, controllable, and traceable smart manufacturing system — a lightweight MES solution suited for rapid deployment on a single production line.

Core Capabilities

DS SmartCore™ FMS is an AI-driven smart flexible manufacturing system that integrates work order management, intelligent scheduling, manufacturing resources, AMR smart logistics, robotic loading/unloading, CNC machining, tool management, zero-point fixture management, and quality feedback, forming a closed-loop smart manufacturing process from work order to finished product. Through automatic NC program dispatch, intelligent coordinated scheduling of manufacturing resources, and AI manufacturing analytics, it links work orders, scheduling, logistics, machining, measurement, and quality information — helping enterprises build a highly efficient, highly flexible, and continuously optimizable smart factory.

Core Capabilities
1

Intelligent Work Order Processing

The system automatically parses work orders, machining routes, tool requirements, material allocation, and process conditions, building an executable, visualized, and traceable smart manufacturing workflow

2

AI Scheduling & Program Dispatch

Performs intelligent scheduling based on equipment status, work order priority, and resource availability, automatically dispatching CNC programs and machining parameters to each machine to improve equipment utilization

3

Smart Automation Collaboration

Integrates robots, automatic loading/unloading, AMR, RGV, and smart logistics systems to automatically coordinate workpieces, materials, tools, and fixtures, supporting flexible expansion and modular adjustment

4

Machining Execution & Quality Control

Monitors spindle load, tool status, production progress, and measurement results in real time during machining, integrating Probe, Tool Setter, Equator, and CMM systems to support quality judgment, tool compensation, SPC analysis, and NG isolation management

5

Tool & Fixture Management

Integrates RFID tool management, tool life monitoring, zero-point fixtures, and Soft Jaw systems to improve machining consistency, changeover efficiency, and cross-machine positioning stability

6

Exception Handling & Guided Recovery

Detects production anomalies and provides clear handling instructions and recommended actions through a guided dialog, helping users quickly resolve issues and resume production

7

Production Data & Smart Analytics

Provides real-time OEE, utilization, yield, tool life, and equipment utilization analysis, supporting data-driven continuous improvement and intelligent decision-making

Quality Assurance Mechanism

DS SmartCore™ uses a closed-loop quality control architecture within FMS, integrating tool lifecycle management, machine sensor verification, standardized fixture systems, and in-process feedback mechanisms to ensure stable, consistent, and traceable machining quality, achieving highly reliable smart manufacturing.

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Tool Lifecycle Management

  • RFID tool ID bound to machines and work orders
  • Real-time monitoring of tool usage time, machining cycles, and load status
  • Dynamic tool life prediction and early warning notifications
  • Preventive tool replacement strategy
  • Full traceability of tool usage records and production batches
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Machine Sensing & Machining Verification

  • Integrates workpiece probes and tool setters
  • Automatically verifies tool, fixture, and workpiece clamping status
  • Automatic pre-machining checks and process condition confirmation
  • Real-time tool compensation and anomaly interception mechanism
  • Reduces machining errors and equipment collision risk
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Zero-Point Fixture System

  • Shared unified datum system for turning and milling equipment
  • Consistent positioning accuracy between lathes and machining centers
  • Supports rapid changeover for high-mix production
  • High repeatable positioning accuracy (typical ±0.005 mm)
  • Compatible with soft jaws and custom fixtures to ensure stable clamping and dimensional consistency
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In-Process Quality Feedback

  • In-line measurement equipment monitors dimensional trends in real time
  • CMM coordinate measurement for final precision verification
  • Real-time dimensional deviation feedback
  • Trend analysis based on SPC statistical process control
  • Automatically drives tool compensation and process parameter correction
Predictable Stable Production

Predictable Stable Production

Complete Process Control

Complete Process Control

Quality Assurance

Quality Assurance

Data-Driven Optimization

Data-Driven Optimization

Core Modules

Robotic Loading/Unloading

Robotic Loading/Unloading

Automated loading/unloading with multi-station collaboration to boost production efficiency

Smart Logistics

Smart Logistics

Autonomous mobile delivery and intelligent route planning reduce labor demand

CNC Machining Cell

CNC Machining Cell

Multi-machine collaborative machining, automatic NC program dispatch, and machining status monitoring

Tool & Fixture Management

Tool & Fixture Management

Tool life management and rapid zero-point fixture positioning and spare parts management

Measurement & Inspection System

Measurement & Inspection System

Integrates in-machine probes, CMM, and AOI to ensure machining quality

Smart Manufacturing Platform

Smart Manufacturing Platform

Data integration and real-time monitoring drive data-driven optimization

Technical Specifications

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1

Control and System Architecture

  • IPC or HA high-reliability architecture
  • Configurable per customer IT and system stability requirements
  • Integrable with MES systems
2

Machining Equipment Integration

  • CNC, EDM, CMM
  • Cleaning machine
  • Load/unload workstation
3

Automatic Tool/Fixture/Gripper Changes

  • Automatic tool change and replenishment
  • Fixture and robot gripper automatic exchange
  • Supports mixed-line products and rapid switching
4

Warehouse & Material Management

  • Unified storage of tools, fixtures, and material
  • Real-time visual status
5

Work Order & Intelligent Scheduling

  • Work order-driven multi-machine/process scheduling
  • Real-time scheduling per equipment status and capacity
6

Automated Logistics

  • Flexible configuration per load and application needs
  • Industrial robots
  • Fork-Type RGV (Rail-Guided Vehicle)
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Work Order Data

After work order import, the system expands component and part requirements. Users specify processing equipment and confirm material, tool, fixture, and procedure completeness to ensure executable work orders.

  • Component/Part Expansion
    Convert work order into a component and part list, including machining routes and process requirements for each part.
  • Assign Processing Equipment
    Users select CNC, EDM, or other machines as needed (not automatic system determination).
  • Material and Blank Check
    Confirm material type, blank size, batch, and quantity to prevent scheduling issues due to errors.
  • Tool and Fixture Resource Confirmation
    Check tool life, backup tools, fixture specs, and clamping conditions for process compliance.
  • Pre-processing Determination
    Confirm necessity for washing, degreasing, fixture positioning, tool offset setting, or initial piece measurement.
  • Work Order Integrity Check
    Verify that process, equipment, material, tool, and workflow are fully set to ensure execution readiness.
  • Warning and Blocking Mechanism
    If shortages or incompleteness in materials, equipment, tools, or workflow occur, the system warns and blocks from scheduling.
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Scheduling and Program Issuance

FMS creates optimal schedules per work order, sending validated CNC/EDM programs and automation procedures to machines for continuous and stable machining.

  • Schedule Optimization
    Automate machining sequence by equipment status, process order, and priority.
  • Multi-Machine Task Allocation
    Simultaneous operation management and load balancing across CNCs, EDMs, and automation stations.
  • Machining Program Dispatch
    Send validated G-code/M-code, machining parameters, and tool offsets to designated machines.
  • Synchronized Automation Commands
    Handling, fixture switching, and cleaning station commands are dispatched in sync with schedules.
  • Program Version and Record Management
    Ensure every run uses the correct program and method, avoiding operational errors.
  • Real-time Schedule Adjustment
    Instant rescheduling and program dispatch in event of equipment failure, tool issues, or work order changes.
  • Avoid Idle Times and Gaps
    Seamlessly connect machining, handling, and cleaning per schedule for higher efficiency.

Automated Collaboration

Automation uses robots, cleaning stations, tool management, and fixture switching to keep workpieces and tools continuously flowing with high efficiency and stable quality in machining and handling.

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  • Automated Workpiece Loading/Unloading
    Robots handle grip, placement, and positioning to seamlessly connect processing stages.
  • Automated Station Transfer
    Workpieces transfer automatically between machining, cleaning, storage, and inspection stations.
  • Tool Life Management & Auto Replacement
    Auto replacement or replenishment based on tool life to avoid downtime or dimensional errors due to worn tools.
  • Immediate Replacement for Abnormal Tools
    When broken tools, abnormal wear, or spindle load anomalies occur, execute replacement at once to reduce defect risk.
  • Automated Workpiece Cleaning Stations
    Remove oil, chips, and residue with spraying, air knife, or brushing to keep workpieces clean before the next process.
  • Automatic Fixture Switching
    Auto switch fixtures per part type, boosting utilization in multi-variety production.
  • Schedule-Synchronized Collaborative Actions
    All handling, cleaning, tool, and fixture changes are synchronized with schedules for maximum efficiency.

Machining Equipment Operation

Equipment automatically executes CNC/EDM processes by schedule, reporting real-time status, tool info, and production progress to ensure a stable and traceable process.

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Start Machining per Schedule
Machines begin processing per FMS sequence, requiring no manual intervention.
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Automatic Job Transition Upon Completion
After machining, automation takes over to transfer the part to cleaning or the next process.
•
Synchronized Execution of Machining Parameters
Automatically applies correct G-code/M-code, tool offset, fixture setting, and safety parameters.
•
Machine Alert & Protection Mechanism
If abnormal vibration, overload, tool breakage, or deviations happen, the machine stops immediately and reports to FMS.
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Real-Time Machining Status Feedback
Reports spindle load, feed rate, vibration, machining time, and machine health in real time.
•
Machining Log & Traceability
All machining settings and machine logs are archived for quality traceability and order verification.
•
Tool Usage and Wear Monitoring
Real-time monitoring of tool wear, life, and progress, triggering replenishment or shutdown as needed.
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Quality Management and Measurement Traceability

Integrates CMM, optical, and measurement station data. Measurement results feed back to FMS and machines in real time, enabling full-process quality monitoring, anomaly alerts, and traceability from first piece to mass production, ensuring precision and consistency.

  • Automated Measurement Process
    Workpieces are automatically sent by robot to CMM, optical, or fixture measurement stations for inspection.
  • First Article and Process Measurement
    Supports first-article inspection and sampling to ensure consistency at both start and during process.
  • Size Feedback and Tool Compensation Adjustment
    Measurement results are fed back to FMS and pushed to the machine for tool offset correction, maintaining dimensional stability.
  • Quality Status Judgment
    System automatically judges OK/NG/Rework based on measurements.
  • Automatic NG Isolation and Flow Control
    Defective products are automatically marked and isolated to prevent them from moving to downstream processes or being misclassified as OK.
  • Abnormal Quality Alerts
    If deviations, abnormal process trends, or over-limit measurements occur, immediate alerts are issued to relevant personnel.
  • Inspection Record and Traceability
    All measurement results and decisions are recorded automatically to support traceability, reporting, and quality improvement analysis.

Anomaly Management and Rapid Recovery

The system detects production anomalies in real time and automatically adjusts schedules, replenishes resources, or switches machines, ensuring uninterrupted production and reduced quality risks through fast recovery processes.

  • Work Order Cancellation and Process Termination
    When cancelled or stopped, the system immediately halts related work to avoid waste of time and resources.
  • Error Detection and Auto Correction
    The system detects logic or data errors and lets the FMS server auto-handle correction.
  • Tool/Material Anomaly Handling
    When tool breakage, end of tool life, or material shortages occur, warehouse is notified for replenishment, backup tools may be used, or tasks rescheduled.
  • Dynamic Scheduling for Parallel Machines
    If a machine breaks or is suddenly unavailable, the system dynamically reallocates tasks to alternates to keep production running.
  • Process or Program Restart
    For positioning errors, quality deviation, or machining anomalies, the system can re-run specific processes or reload CNC programs.
  • Anomaly Notifications and User Interaction
    Anomalies are immediately pushed to user interfaces, providing source diagnostics (e.g., tool, fixture, program, equipment, or material) and recommendations for quick resolution and prevention.
  • Integrated Warehouse and Fast Recovery
    Warehouse can pre-replenish materials and tools, working with automation to quickly resume flow after anomalies.
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Data Monitoring and Production Summary

Real-time data and production reports monitor machining progress, equipment utilization, and quality, helping managers make quick decisions and optimize capacity.

  • Real-Time Production Monitoring
    Shows progress, order status, equipment load, and status of each station.
  • Equipment Utilization & OEE Analysis
    Statistics on utilization, downtime, waiting, and maintenance logs to optimize capacity.
  • Quality and Yield Statistics
    Compiles measurement results, NG counts, and trend deviations for quality stability analysis.
  • Tool and Material Usage Records
    Logs tool wear, life, replacement frequency, and material consumption to prevent sudden shortages.
  • Production Bottleneck Analysis
    Uses data to identify process, transfer, and inspection bottlenecks for cycle time optimization.
  • Automated Operation Reports
    Generates daily, weekly, and monthly reports for customer review or internal management.
  • Traceability and Historical Records
    All machining, measurement, and anomaly history is traceable and used for improvement and complaint handling.

FMS Solution: Stable Production, Efficiency Improvement, Predictable Costs

DS SmartCore™ FMS is more than an automation system — through intelligent scheduling, automated collaboration, and closed-loop quality control, it helps enterprises build a more stable, efficient, and predictable smart manufacturing model.

1

Reduced Labor Dependency

Automated loading/unloading and smart logistics reduce reliance on manual operation

2

Higher Equipment Utilization

AI scheduling and integrated smart logistics reduce idle time and boost capacity

3

Lower Downtime & Manufacturing Risk

Real-time monitoring of equipment and process status combined with anomaly alerts reduces downtime risk

4

Closed-Loop Quality Stability

Integrated measurement feedback and SPC analysis improve machining consistency and reduce defect rates

5

Turning Manufacturing Risk into Predictable Cost

Real-time data and smart analytics make quality, capacity, and cost visible

SmartCore AI

The true value of FMS lies not in automation itself, but in making production cost and operational risk predictable and controllable.

© Da Shiang Technology Co., Ltd | DS Technology 2025