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DIATwin Cyber-Physical Integration: Advanced Digital Twin Solution for Equipment Development

As automation equipment evolves toward higher precision and complexity, the traditional "prototype first, debug later" model often causes design flaws to go undetected until the final stages. This drives up costs and leads to a vicious cycle of reworks that delays deliveries, creating a major bottleneck for manufacturers.

 

Do design errors only surface during physical commissioning of your new models? ACE PILLAR introduces DIATWIN, a Cyber-Physical Design Solution. Addressing the high-risk "build first, fix later" approach, we provide equipment-centric, physics-grade digital twin technology. By front-loading validation and commissioning into a virtual environment, we drastically shorten development cycles and help you accurately predict capacity—securing your competitive edge in smart manufacturing.

Background Overview

 

This solution is tailored for a leading domestic manufacturer of high-end precision equipment. With a workforce of nearly 1,000 employees, the company’s R&D headquarters is deeply rooted in the industrial hub of Central Taiwan. Renowned for its robust expertise in mechanical design and automation control software, the firm has a long-standing track record of serving world-class semiconductor OSAT (Outsourced Semiconductor Assembly and Test) leaders and the optoelectronic display industry.

Real-world Challenges in Equipment Development & Line Integration

 

Core Pain Point: Communication Gaps and Hidden Costs between Sales and Technical Teams

  • Vague Specifications & Design Conflicts: The lack of visualization tools makes it difficult to predict complex mechanical movements. Design interference or misalignment with operational scenarios is often discovered only after design completion, forcing multiple rounds of revisions and significantly driving up rework costs.

  • Insufficient Predictive Assessment: A lack of precise dynamic simulation in the early stages makes it difficult to quantify and optimize Cycle Time. This not only weakens the persuasiveness of proposals but also increases the contractual risk of failing to meet performance benchmarks after project kickoff.

  • Demonstration Constraints & Communication Gaps: Due to the difficulty of transporting large-scale equipment, sales teams are limited to static 2D/3D images. This fails to showcase the unique features of new models, creating communication blind spots and triggering frequent, costly Change Requests (CR).

How DIATwin Drives Project Success

 

1. Equipment Development: Early Design Validation
The engineering team can concurrently review mechanical movements, interference risks, and control workflows within a virtual environment. This significantly reduces the risk of design flaws remaining undetected until the physical assembly stage.


2. New Product Introduction (NPI): Minimizing On-site Commissioning

Through offline simulation and parameter pre-tuning, the need for on-site adjustments is reduced to final minor tweaks. This drastically shortens the equipment go-live timeline and minimizes the technical burden on-site.


3. Project Delivery: Enhanced Schedule Predictability

Project teams can gain full mastery over equipment cycle times and process stability before handover. This ensures that delivery dates and performance benchmarks are highly controllable, mitigating the risks of last-minute modifications.

DIATwin Development Timeline Reference

 

Phase

Description

Estimated Duration

【Phase 1】

Requirements Assessment

Understand equipment types, process flows, and control architectures.

Confirm Digital Twin implementation goals (Design Validation / Offline Tuning / NPI).

Plan DIATwin implementation scope and application scenarios.

Approx. 

1-2 Weeks

【Phase 2】

Virtual Model & 

Control Logic Integration

Build virtual equipment models and key motion sequences.

 Align mechanical movements with control logic.

Establish cyber-physical mapping (I/O, cycle time, and workflows).

Approx. 

2-4 Weeks

【Phase 3】

Simulation Validation & 

Offline Tuning

Perform process simulation, cycle time validation, and interference checks.

Adjust control parameters and process sequences offline.

Verify that virtual results seamlessly transition to physical machines.

Approx. 

1-2 Weeks

【Phase 4】

Physical Integration & 

Implementation Confirmation

Import virtual validation results into actual equipment.

Support rapid on-site commissioning and final confirmation.

Assist clients in establishing subsequent applications and expansion methods.

Approx. 

1 Week

※The overall implementation takes approximately 5–9 weeks, adjustable based on equipment complexity and application scope.

Features

Cyber-Physical Integration

  • Supports PLC, Robot, PC-Based (Python, C++ & C#) Controllers

  • Provides cyber-physical control API (HAL) for easy programming switching

High Flexibility

  • Supports add-on structure for expandable industry models

  • Supports FMU/FMI standard with expandable physics models

Easy-to-Use

  • Simplifies development process with solution toolkits, including algorithms and built-in models
高度整合、友善設定介面、異常追溯

※Achieves optimal production forecasting and line balancing

Implementation Results | Tangible Improvements for Clients

After implementing DIATwin Cyber-Physical Integration, clients have observed significant results across multiple projects:

 

30–50% Reduction in Equipment Development and Validation Cycles 

Validation tasks that previously had to wait for physical machine completion are now finished early in a virtual environment, drastically reducing trial-and-error iterations.
 

Significant Shortening of New Product Introduction (NPI) and On-site Commissioning
Project deployment timelines have been compressed from "months" to just "weeks" for initial implementation and verification.
 

Enhanced Efficiency in Line Commissioning and Process Optimization
Through offline simulation and parameter pre-tuning, only minor on-site adjustments are required, effectively lowering downtime risks and boosting equipment utilization (OEE).
 

Improved Cross-departmental Collaboration and Reduced Communication Costs
Mechanical, electrical, and software teams can verify workflows within the same virtual environment, minimizing repetitive revisions and communication gaps.
 

Greater Predictability in Delivery Quality and Schedules
Teams can master equipment cycle times and process stability prior to handover, reducing the risk of delivery delays and last-minute modifications.

ACE PILLAR Service Advantages

Industry Focus: Semiconductors

One-Stop Hardware & Software Integration to Mitigate Development Risks

We provide comprehensive integration solutions for software, hardware, and components to alleviate the time pressure of sourcing individual parts and reduce overall development risks.

 

Consultative Implementation Services to Ensure Precise Specification Alignment

ACE PILLAR offers professional consultancy for DIATwin and equipment development projects, helping clients clarify specifications, confirm requirements, and avoid purchasing errors.

We provide full technical support during communications with end-users to minimize errors and uncertainty.

 

Project-Based Incentives & Selection Guidance for Enhanced Cost-Efficiency

Our one-stop integration includes expert component selection advice and project-specific discounts, ensuring you choose the right parts while maintaining cost-effectiveness.

Q & A

What is DIATwin?

DIATwin is a digital twin platform launched by Delta. It allows users to build equipment models within a virtual environment and integrate control logic for design validation and offline commissioning.

Does DIATwin support virtual simulation for other robot brands?
  1. Delta Robots: Built-in motion models ensure the virtual simulation precisely matches the Cycle Time of physical machines.

  2. Other Brands: DIATwin supports third-party robot models through a universal motion engine, enabling accurate production cycle forecasting.

Why is it difficult for manufacturers to adopt the DIATwin solution?

Development Inertia.

What types of companies are best suited for implementation?

Semiconductor equipment manufacturers, customized process equipment providers, and industries involving multi-axis high-precision machinery. It is especially beneficial for Electronic Assembly (EMS), PCB Assembly (PCBA), and companies facing frequent New Product Introductions (NPI) and high delivery pressure.

Will implementing DIATwin increase project complexity or slow down progress? No.
  1. Modeling: Converting physical geometric data into DIATwin models for high-fidelity simulation.

  2. CAD Handling: Proficiency in processing CAD models (e.g., importing *.stp files).

  3. Programming: Basic knowledge of C# or Python for virtual commissioning and behavioral control.

  4. Logic Integration: Expertise in I/O configuration, sensor interfacing, and virtual-to-physical axis card switching.

  5. If a client lacks these specific skills, ACE PILLAR provides professional consultancy and technical support to bridge the gap.

Will implementing DIATwin increase project complexity or slow down progress?

No. Through ACE PILLAR’s consultative implementation, we first help clients evaluate and prioritize the most valuable stages for integration rather than pushing for a full-scale deployment all at once. Most clients begin with critical equipment or the New Product Introduction (NPI) phase, allowing them to see tangible benefits in a short period without adding unnecessary burdens.

Is DIATwin only limited to the development phase?

No. Its value extends far beyond development. DIATwin is widely used for NPI (New Product Introduction), process change assessments, equipment optimization, and operator training, ensuring long-term utility.

Can DIATwin results be seamlessly applied to physical equipment?

Yes. DIATwin can simulate virtual PLC control and provides API interfaces for integration with external systems or programs. This ensures the virtual model aligns with the actual control architecture, allowing offline validation and tuning results to be applied directly to the physical machine, eliminating the gap between virtuality and reality.

Discover DIATwin Solutions

Please fill out the form below or contact our project consultants. We are here to help you build stable and efficient smart production lines.

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Copyright © ACE PILLAR Co., Ltd.

  • Solution
    • Smart Manufacturing
    • Semiconductor process
    • Smart Energy
    • Smart Medical/ Food Manufacturing
    • AIoT
  • Products
    • Motion Control and Monitor
      • IPC
      • Motion Controller
      • CNC Controller
      • PLC
      • HMI
      • Ethernet Solution
      • Remote I/O
      • Static Eliminator
      • Sensor
      • Power Supplier
      • High-Precision Measurement
    • VFD and Servo Drives
      • VFDs and Smart Energy Saving
      • Elevator-Specific Variable Frequency Drive
      • Permanent-Magnet Synchronous Motor
      • Servo Motor
      • Linear Motor
      • DD Motor
      • Slide Module
      • Precision Positioning
    • Mechanical Transmission
      • Reducer
      • Coupling
      • Power Lock
      • Electromagnetic Clutch
      • Safety Brake
      • LED
      • Ball Screw / Linear Guide
      • Ball Bearing​​​​​​​ / Freebear
    • Pneumatic Fluid Components
      • F.R.L Combination
      • Solenoid Valve
      • Fluid Valve
      • Cylinder
      • Liquid Valve
      • Fitting
      • Vacuum Pump
      • Hydraulic
      • Flow Switch
      • Reed Switch
      • Others
    • Robotics and Machine Vision
      • Robotic Arm
      • Machine Vision
    • Strapping Machines and Other Equipment
      • TRANSPAK · A World-Class Strapping Machine Brand
      • Strapping Machine
      • Electric Servo Press
      • Smart Screwdriving System
    • Charging Pile & Energy
    • Software
  • Brand
  • Support
    • RMA
    • Technical Services
    • Warranty
    • Catalog
  • Sustainability Strategy
    • Foreword
      • President’s Message
      • ACE PILLAR's Introduction
      • Sustainable Development
      • Stakeholder Communication
    • Corporate Governance Operation
      • Governance
      • Legal Compliance and Code of Conduct
      • Risk Management
      • Financial Performance
      • Information Security
    • Business Partnership
      • Customer Commitment
      • Supplier Sustainability Management
    • Create Shared Value
      • Employee Overview
      • Learning and Development
      • Human Rights Management
    • Sustainable Environment
      • Climate Strategy and Carbon Management
      • Operational Environment Management
    • ESG Report
    • Stakeholder Questionnaire
  • How to Buy
    • Contact Us
    • E-commerce shop
  • About
    • About ACE PILLAR
    • History
    • Investors
    • Human Resources
  • Support
    • News
    • Locations
    • Catalog
  • Others
    • Internal Links
    • Privacy Policy
    • Contact Us
    • Newsletter
  • ACE PILLAR Subsidiary Website
    • Tianjin ACE PILLAR Co., Ltd.
    • Standard Technology Corp.
    • ACE Energy Co., Ltd.
    • BlueWalker GmbH
    • TRANSPAK EQUIPMENT CORPORATION
Language