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Category: Case Study

Case Study: Automation of Legacy Fab Equipment for SECS/GEM

Posted on by mike.brown

[vc_row][vc_column width=”1/2″][vc_column_text css=””]Overview

Honeywell Richardson’s MEMS Sensor Fab, like many semiconductor facilities operating 200mm and smaller wafer size equipment, faced significant challenges due to legacy tools lacking SECS/GEM automation capabilities. These limitations impacted yield, process control, and equipment uptime. Partnering with Einnosys, Honeywell implemented a novel solution to modernize these tools without replacing them, using a plug-and-play SECS/GEM interface.[/vc_column_text][/vc_column][vc_column width=”1/2″][vc_single_image image=”36635″ img_size=”full” alignment=”center” css=””][/vc_column][/vc_row][vc_row][vc_column width=”1/2″][vc_column_text css=””]Company Profile

Honeywell Richardson is a division of Honeywell specializing in Micro-Electro-Mechanical Systems (MEMS) sensor fabrication. The fab operates a mix of modern and legacy semiconductor equipment, primarily focused on producing high-precision sensors for industrial and commercial applications.[/vc_column_text][vc_column_text css=””]Challenges

Honeywell identified three critical challenges in their legacy fab operations:

Lack of SECS/GEM Interface

Many legacy tools, such as the SPTS dry etch system, lacked SECS/GEM capabilities. This led to:

Wafer scrap due to incorrect recipe execution.
Increased engineering time for manual data collection and analysis.
Extended equipment downtime.
Reduced Overall Equipment Effectiveness (OEE).

No Early Warning from Critical Devices

Equipment like pumps and gauges failed without notice, resulting in prolonged downtimes and reactive maintenance.

No Monitoring System for Analog Gauges

Analog pressure gauges lacked digital integration, making real-time monitoring and predictive analytics impossible.[/vc_column_text][/vc_column][vc_column width=”1/2″][vc_column_text css=””]Traditional Alternatives and Limitations

Historically, fabs attempted to address these issues by:

Purchasing newer equipment – often cost-prohibitive and disruptive to operations.
Upgrading SECS/GEM via OEMs – expensive (up to $100K per tool), requiring equipment downtime and recipe requalification.
Using third-party I/O-based solutions – intrusive, risky, and dependent on deep knowledge of equipment internals.

These approaches were either financially unviable or operationally risky, especially for fully depreciated legacy tools still critical to production.[/vc_column_text][vc_column_text css=””]Innovative Solution: EIGEMBox by Einnosys

Einnosys introduced EIGEMBox, a patented, non-intrusive, plug-and-play SECS/GEM solution designed specifically for legacy equipment. Key features include:

Compact Design: A small 8″x8″x5″ box that fits inside the equipment cabinet.
Non-Intrusive Integration: Connects via keyboard, mouse, and monitor ports—no hardware/software changes to the equipment.
Universal Compatibility: Works with any PC-based equipment, regardless of operating system.
No OEM Dependency: Requires no support or cooperation from original equipment manufacturers.

This approach enabled SECS/GEM functionality without disrupting existing operations or risking equipment integrity.[/vc_column_text][/vc_column][/vc_row][vc_row][vc_column width=”1/2″][vc_column_text css=””]Implementation Details

The EIGEMBox was configured to:

Enable Host/FDC Communication: Using standard HSMS and E30 protocols.
Collect Real-Time Data: Captured 40–50 sensor variables at 1-second intervals using pattern recognition and OCR.
Automate Machine Control: Mapped SECS remote commands to GUI actions (mouse clicks and keyboard entries).
Support Remote Access: Allowed remote desktop control without network integration.
Integrate External Sensors: Facilitated data collection from additional devices for enhanced monitoring.[/vc_column_text][/vc_column][vc_column width=”1/2″][vc_single_image image=”28214″ img_size=”full” alignment=”center” css=””][/vc_column][/vc_row][vc_row][vc_column][vc_column_text css=””]Additional Benefits

Beyond SECS/GEM automation, EIGEMBox offered:

Screen Capture and Data Logging: Saved wafer maps, histograms, and charts to network drives.
RPA Capabilities: Automated preventive maintenance and other routine tasks.
Support for GEM300, E84, and E87 Standards: Extended compatibility to broader fab environments.
Global Deployment: Successfully implemented on over 75 tools across Tier 1 fabs and assembly/test facilities.

Results and Impact

The deployment of EIGEMBox on the SPTS dry etch tool at Honeywell Richardson yielded immediate benefits:

Factory Host Integration: Enabled recipe validation and eliminated human errors.
FDC Implementation: Monitored critical process parameters like RF power and pressure in real time.
Improved Yield and Uptime: Reduced scrap rates and downtime, enhancing overall productivity.

Data visualizations from the FDC system showed stable process parameters and early detection of anomalies, validating the effectiveness of the solution.

Honeywell Richardson’s collaboration with Einnosys demonstrates how legacy semiconductor equipment can be modernized cost-effectively and safely. The EIGEMBox solution provided a transformative upgrade path without the need for expensive replacements or risky modifications. By enabling SECS/GEM automation and predictive maintenance, Honeywell improved yield, reduced downtime, and extended the life of critical legacy tools—setting a benchmark for fabs worldwide.[/vc_column_text][/vc_column][/vc_row]

Success Story: SECS/GEM Integration on SCREEN Scrubber AS-2000 Using EIGEMBox

Posted on by mike.brown

[vc_row][vc_column width=”1/2″][vc_column_text css=””]Client Overview

A leading semiconductor manufacturer faced production inefficiencies with their legacy SCREEN scrubber AS-2000, a critical tool for wafer cleaning. The equipment lacked SECS/GEM connectivity, forcing operators to manually log process data—leading to delays, errors, and compliance risks in their Industry 4.0-ready fab.[/vc_column_text][/vc_column][vc_column width=”1/2″][vc_single_image image=”36581″ img_size=”full” alignment=”center” css=””][/vc_column][/vc_row][vc_row][vc_column width=”1/2″][vc_column_text css=””]Challenge

Operational Bottlenecks Included:

No Real-Time Monitoring: Manual data recording caused delays in defect detection.

Non-Standard Protocol: The scrubber used a proprietary interface, incompatible with the fab’s SEMI E84/E87-based MES.

Compliance Risks: Inability to automate data logging for FDA/ISO audits.

Downtime Costs: 15+ minutes per shift wasted on manual checks.[/vc_column_text][vc_column_text css=””]Feature Highlights:

Zero Code Changes: No modifications to the scrubber’s OEM software.

FDC Integration: Enabled fault detection for particle count outliers.

Recipe Sync: Automated E87 recipe downloads from MES.[/vc_column_text][/vc_column][vc_column width=”1/2″][vc_column_text css=””]Solution

The client deployed EIGEMBox, a plug-and-play SECS/GEM communication gateway, to retrofit the scrubber with:

SEMI E30/GEM compliance

E84/E87 recipe management

Real-time equipment tracking

Key Implementation Steps:

Protocol Analysis: EIGEMBox engineers reverse-engineered the scrubber’s proprietary interface.

Hardware Integration: Installed a non-intrusive edge module to bridge communication.

GEM Scripting: Configured event reports (e.g., process start/end, alarms) per SEMI standards.

MES Testing: Validated data flow with the client’s Applied Materials MES.[/vc_column_text][/vc_column][/vc_row][vc_row][vc_column width=”1/2″][vc_raw_html css=””]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[/vc_raw_html][/vc_column][vc_column width=”1/2″][vc_raw_html css=””]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[/vc_raw_html][vc_column_text css=””]ROI Achieved in 4 Months[/vc_column_text][/vc_column][/vc_row][vc_row][vc_column][vc_column_text css=””]Client Feedback

“EIGEMBox transformed our AS-2000 from a data black hole into a smart, compliant tool. We’ve eliminated manual logging errors and accelerated our smart fab roadmap.”

— Process Engineering Manager[/vc_column_text][vc_column_text css=””]Upgrade your legacy tools with SECS/GEM compliance—no OEM support needed. Contact us for a free feasibility assessment on your equipment.[/vc_column_text][/vc_column][/vc_row]

Success Story: SECS/GEM Integration on Applied Materials CX 200 SemVision DR SEM with EIGEMBox

Posted on by mike.brown

[vc_row][vc_column width=”1/2″][vc_column_text css=””]Client Profile
Client: A leading semiconductor manufacturing company based in Malaysia
Industry: Semiconductor Manufacturing[/vc_column_text][/vc_column][vc_column width=”1/2″][vc_single_image image=”36449″ img_size=”full” css=””][/vc_column][/vc_row][vc_row][vc_column][vc_column_text css=””]The Challenge As the company scaled operations and adopted increasingly advanced semiconductor tools like the Applied Materials CX 200 SemVision DR SEM, they faced a critical barrier: ensuring seamless communication between host systems and equipment for real-time control, traceability, and performance optimization. Their biggest challenge was the lack of a reliable and standards-compliant way to validate SECS/GEM communication across varying machine states and recipe scenarios. This posed a bottleneck in their effort to digitally transform fab operations while ensuring compliance, quality, and traceability.

The Solution Enter EIGEMBox—an advanced SECS/GEM integration and simulation platform. Our team conducted a comprehensive deployment and validation strategy that included:

  • Rapid SECS/GEM driver integration with the CX 200 SemVision DR SEM
  • Real-time protocol emulation and handshake simulations for diverse GEM events
  • Scenario-based testing modules for recipe download, remote commands, status variable reporting, and alarms
  • A digital twin approach to validate equipment behavior even before production rollouts

The flexible configuration of EIGEMBox allowed the engineering team to simulate host scenarios without waiting for live production conditions, significantly speeding up the integration timeline.[/vc_column_text][/vc_column][/vc_row][vc_row][vc_column][vc_column_text css=””]Results

  • Accelerated validation cycles by 60%, enabling faster line certification
  • Increased confidence in tool-host interoperability through simulation coverage of edge cases
  • Reduced risk of production downtime due to early-stage protocol miscommunications
  • Seamless traceability and recipe control now embedded into the client’s MES system via GEM messaging

[/vc_column_text][/vc_column][/vc_row][vc_row][vc_column][vc_column_text css=””]Client Feedback

“With the EIGEMBox platform, we went from uncertainty to full SECS/GEM certification in a matter of days. The level of visibility and control we now have over our SEM tool fleet is a game changer.” — Automation Lead Engineer[/vc_column_text][/vc_column][/vc_row]

SECS/GEM Integration on Innolas ILS 700P with EIGEMBox

Posted on by mike.brown

[vc_row][vc_column width=”1/2″][vc_column_text css=””]Client Profile Client: A leading semiconductor manufacturing company based in Singapore
Industry: Semiconductor Manufacturing[/vc_column_text][/vc_column][vc_column width=”1/2″][vc_single_image image=”36331″ img_size=”full” css=””][/vc_column][/vc_row][vc_row][vc_column width=”1/2″][vc_column_text css=””]Challenges

The client operates a high-mix, high-throughput semiconductor fab where equipment interoperability and factory automation are essential. While the Innolas ILS 700P laser tool played a critical role in solar cell edge isolation, it lacked native support for SEMI-compliant communication. The absence of SECS/GEM protocol integration limited the tool’s ability to communicate with the host MES, monitor job execution, and transmit trace data for engineering analysis.

Specific challenges included:

  • No SECS/GEM interface for host tool control and monitoring
  • Manual recipe loading and result collection
  • Limited visibility into equipment status and alarms
  • Increased downtime due to reactive troubleshooting

With strict fab automation standards and growing traceability demands, the client needed a scalable, non-invasive solution that could bring the Innolas tool up to SECS/GEM compliance without costly retrofitting or long development cycles.[/vc_column_text][/vc_column][vc_column width=”1/2″][vc_column_text css=””]

Solution

The client selected EIGEMBox by eInnosys—a compact, plug-and-play hardware gateway that enables SECS/GEM compliance on legacy and non-SEMI tools. EIGEMBox supports configurable I/O and PLC integration, making it ideal for tools like the ILS 700P that lack native GEM interfaces.

The integration process involved:

  • Connecting EIGEMBox to the ILS 700P via digital I/O and serial communication
  • Mapping tool events (e.g., job start/stop, recipe ID, alarm status) into GEM-compliant messages
  • Configuring GEM state models, alarms, and variable reporting within the SECS GEM SDK
  • Interfacing the EIGEMBox with the factory host using standard SECS-II over HSMS

The solution required no modification of the tool’s core software, ensuring business continuity and minimal downtime. Using the EIGEMBox console, tool engineers could easily configure, monitor, and log GEM events without writing custom code.[/vc_column_text][/vc_column][/vc_row][vc_row][vc_column width=”1/2″][vc_column_text css=””]

Testing & Validation

A phased validation plan was executed in coordination with the factory automation and tool qualification teams. Key focus areas included:

  • SEMI E30 compliance testing using the fab’s host simulator
  • Validation of critical SECS/GEM features such as S1F1 (Are You There), S2F41 (Remote Commands), and S6F11 (Event Reports)
  • Alarm and status condition mapping with corresponding host acknowledgments
  • Recipe name verification and job execution traceability

Factory acceptance testing confirmed seamless SECS/GEM protocol integration, with the tool now capable of supporting remote commands, recipe validation, equipment status polling, and historical data logging.[/vc_column_text][/vc_column][vc_column width=”1/2″][vc_column_text css=””]

Results

Post-integration, the ILS 700P tool became fully GEM-compliant and connected to the fab-wide MES system. Measurable improvements included:

  • 100% automation readiness, with host-side job control and alarm handling
  • Faster troubleshooting, enabled by detailed event logs and status messaging
  • Improved engineering analysis, thanks to real-time trace data and alarm context
  • Reduced human error, as recipe management and result reporting were fully automated
  • Standardized compliance, aligning the legacy tool with fab-wide automation protocols

With EIGEMBox, the client extended the lifecycle of its ILS 700P tool while bringing it into the smart manufacturing fold—no firmware rewrite or expensive upgrades required.[/vc_column_text][/vc_column][/vc_row]

Enhancing HV8000 Booster Pump Reliability with AI-Powered xPump

Posted on by mike.brown

[vc_row][vc_column width=”1/2″][vc_column_text css=””]Client: A Leading U.S.-Based Semiconductor Manufacturer
Industry: Semiconductor Manufacturing
Product: xPump – AI-Powered Predictive Analytics by eInnosys[/vc_column_text][/vc_column][vc_column width=”1/2″][vc_single_image image=”36309″ img_size=”full” css=””][/vc_column][/vc_row][vc_row][vc_column][vc_column_text css=””]

The Challenge

In high-volume semiconductor fabs, vacuum systems are mission-critical to maintaining stable process environments. The client—one of the top chip manufacturers in the U.S.—relied heavily on HV8000 mechanical booster pumps to maintain required vacuum levels during wafer processing. However, they were facing recurrent issues that were disrupting production and increasing operational costs:

  • Frequent unplanned pump failures, causing unscheduled downtime
  • Reactive maintenance cycles, leading to excessive servicing and delayed responses
  • No predictive insight into wear or fault conditions
  • High maintenance costs due to part replacements and emergency interventions

The lack of real-time pump diagnostics and predictive maintenance strategies meant that failure detection often came too late, resulting in productivity losses and increased cost of ownership.[/vc_column_text][/vc_column][/vc_row][vc_row][vc_column width=”1/2″][vc_column_text css=””]

The Solution: Einnosys xPump

To address these challenges, the client partnered with eInnosys to implement xPump, an AI-powered predictive maintenance solution purpose-built for semiconductor equipment like booster pumps.

eInnosys deployed xPump across multiple HV8000 units in a non-intrusive manner—requiring no modification to OEM configurations or interruption to existing workflows. The solution combined edge-based data collection with AI/ML analytics to deliver real-time equipment health insights.

Implementation Highlights:

  • Non-invasive sensor integration on pumps to monitor key indicators like temperature, vibration, and current load
  • Cloud-hosted AI model training using historical and real-time operational data
  • Integration with factory MES systems for contextual event mapping
  • Role-based dashboards for engineers, tool owners, and maintenance leads

 

 [/vc_column_text][/vc_column][vc_column width=”1/2″][vc_column_text css=””]

Key Features of xPump
  • Predictive Failure Alerts Trained machine learning models forecast potential component failures (bearings, seals, motor drives) days to weeks in advance.
  • Real-Time Condition Monitoring Continuous data flow enables immediate visibility into pump operating conditions and performance drift.
  • Anomaly Detection Engine Identifies and classifies behavioral deviations using AI-based pattern recognition.
  • Root Cause Analytics Advanced diagnostics highlight specific contributing factors for each alert—vapor contamination, suction pressure spikes, etc.
  • Smart Scheduling Interface Maintenance teams receive dynamic work orders based on risk scores instead of rigid schedules.
  • Plug-and-Play Deployment Quick to implement and scale across pump models without vendor lock-in or firmware changes.

[/vc_column_text][/vc_column][/vc_row][vc_row][vc_column][vc_column_text css=””]

The Results

Following full deployment, the client observed significant improvements in pump reliability and maintenance ROI:

  • 60% Reduction in Unplanned Pump Failures Early detection and intervention helped avoid sudden breakdowns during critical production periods.
  • 30% Lower Maintenance Costs Fewer emergency fixes and better targeting of component replacements reduced resource strain and cost.
  • 20% Increase in Pump Availability Optimized service timing and reduced downtime improved overall fab throughput.
  • Improved Maintenance Planning Data-driven scheduling replaced guesswork, empowering staff to focus on high-priority tools.
  • High User Adoption Engineers appreciated xPump’s intuitive dashboards, leading to faster decision-making and greater confidence.

[/vc_column_text][/vc_column][/vc_row][vc_row][vc_column][vc_column_text css=””]

Client Feedback

“xPump changed the way we look at maintenance. Instead of reacting to failures, we now anticipate them, with higher uptime and less disruption to production. eInnosys delivered exactly what our smart fab needed.” – Director of Equipment Engineering[/vc_column_text][/vc_column][/vc_row]

Success Story: SECS/GEM Integration on Disco DFD6360 Dicing Saw Using EIGEMBox

Posted on by mike.brown

[vc_row][vc_column width=”1/2″][vc_column_text css=””]Client Profile Client: A leading semiconductor manufacturing company based in Singapore
Industry: Semiconductor Manufacturing[/vc_column_text][/vc_column][vc_column width=”1/2″][vc_single_image image=”36289″ img_size=”full” alignment=”center” css=””][/vc_column][/vc_row][vc_row][vc_column width=”1/2″][vc_column_text css=””]

Challenges

As part of its smart factory initiative, the client aimed to bring all major equipment under centralized control via factory automation software. However, the Disco DFD6360 dicing saw lacked native SECS/GEM support, making integration into their host system challenging. Key issues included:

  • Lack of a standard communication interface with factory MES systems
  • Manual intervention for recipe download, lot tracking, and equipment status
  • Inconsistent operational visibility across process tools
  • Difficulty achieving SECS/GEM compliance without disrupting core machine functions
  • These gaps led to inefficiencies in traceability, limited data logging, and barriers to full automation.

[/vc_column_text][/vc_column][vc_column width=”1/2″][vc_column_text css=””]

Solution

Seamless SECS/GEM Enablement with EIGEMBox

eInnosys deployed its proprietary EIGEMBox—a compact yet powerful external module designed to provide SECS/GEM communication capabilities to legacy or non-compliant equipment. For the Disco DFD6360, our team:

  • Reverse-engineered equipment I/O and command sets to interface with EIGEMBox
  • Established SECS-II/GEM state models, including remote command execution, event reporting, and alarm handling
  • Enabled host-triggered recipe download, equipment status monitoring, lot ID verification, and usage logging
  • Integrated data collection features like process start/stop, throughput tracking, and equipment health alerts

The system was designed to run independently without modifying the internal firmware of the DFD6360, maintaining warranty compliance and OEM integrity.[/vc_column_text][/vc_column][/vc_row][vc_row][vc_column width=”1/2″][vc_column_text css=””]

Testing & Validation

To ensure robust performance and minimal disruption to production lines, the integration underwent a rigorous testing phase:

  • Offline simulation with GEM Host Emulator to validate message structure and state transitions
  • Live testing in coordination with the client’s MES team to ensure compatibility with upstream automation software
  • SECS message logging and playback to analyze event sequencing and system responses
  • Comprehensive GEM compliance testing to verify adherence to SEMI E4, E5, and E30 standards
  • The system was validated over multiple production cycles, including tool idle, run, alarm, and maintenance states.

[/vc_column_text][/vc_column][vc_column width=”1/2″][vc_column_text css=””]

Results

The successful integration of EIGEMBox with the Disco DFD6360 dicing saw delivered measurable automation gains:

  • 100% SECS/GEM compatibility, enabling bi-directional host control
  • Reduction in manual handling by 80%, minimizing operator error, and improving consistency
  • Real-time tool status visibility, improving response time to process deviations
  • Improved traceability through automated lot and recipe tracking
  • Enhanced system uptime due to predictive alert integration and standardized communication protocols

The client was able to bring the DFD6360 fully under the smart fab’s automation layer, closing a key gap in their equipment portfolio. They have since expanded EIGEMBox deployment across similar non-SECS-compliant tools, significantly boosting operational efficiency.[/vc_column_text][/vc_column][/vc_row]

Enhancing KT505LP Pump Reliability in Semiconductor Manufacturing with AI-Powered xPump

Posted on by mike.brown

[vc_row][vc_column width=”1/2″][vc_column_text css=””]Client: A Leading U.S.-Based Semiconductor
Manufacturer Industry: Semiconductor Manufacturing
Product: xPump – AI-Powered Predictive Analytics by Einnosys[/vc_column_text][/vc_column][vc_column width=”1/2″][vc_single_image image=”36238″ img_size=”full” onclick=”custom_link” css=”” link=”https://einnosys.com/xpump/”][/vc_column][/vc_row][vc_row][vc_column][vc_column_text css=””]The Challenge

The client, a top-tier semiconductor manufacturer, relied on a critical piece of equipment: the KT505LP pump. Despite regular maintenance, the pump experienced sudden breakdowns, resulting in unexpected downtime and costly production delays. Traditional monitoring systems have failed to accurately anticipate failures, resulting in reactive maintenance rather than proactive prevention.

The manufacturer needed a smart, scalable, and non-intrusive solution to increase the reliability and operational efficiency of their pump system—without disrupting ongoing production.[/vc_column_text][/vc_column][/vc_row][vc_row][vc_column][vc_column_text css=””]The Solution: Einnosys xPump

Einnosys stepped in with its advanced AI-powered solution—xPump, designed specifically for industrial predictive maintenance. xPump uses sophisticated machine learning algorithms and real-time data analysis to detect subtle anomalies and degradation trends in pump performance, well before a failure can occur.[/vc_column_text][/vc_column][/vc_row][vc_row][vc_column width=”1/2″][vc_column_text css=””]Key Features of xPump

AI-Driven Health Score: Quantifies pump health in real-time using multiple input signals like vibration, current, and flow rate.

Predictive Failure Alerts: Notifies engineers of potential issues days or even weeks in advance, allowing timely intervention.

Edge & Cloud Deployment: Seamlessly integrates with the client’s existing infrastructure, offering flexible deployment options.

Non-Invasive Monitoring: Requires no modification to the pump hardware, ensuring uninterrupted operation during installation.

Adaptive Learning: Continuously improves predictions by learning from operational trends and past maintenance data.[/vc_column_text][/vc_column][vc_column width=”1/2″][vc_column_text css=””]The Results

Within the first three months of deployment, xPump demonstrated a tangible impact:

  • 35% reduction in unplanned pump failures, leading to greater production uptime.
  • 50% improvement in predictive maintenance accuracy, reducing maintenance costs and unnecessary checks.
  • Real-time insights allowed engineers to shift from reactive to proactive maintenance strategies.
  • Zero production disruption during implementation, thanks to xPump’s non-intrusive design.

The result was a smarter, more reliable manufacturing environment—with fewer surprises, smoother operations, and enhanced throughput.[/vc_column_text][/vc_column][/vc_row][vc_row][vc_column][vc_column_text css=””]Client Feedback

“The xPump system transformed our maintenance approach. We no longer wait for problems to occur—xPump gives us a heads-up with pinpoint accuracy. It’s like having a crystal ball for pump health.[/vc_column_text][/vc_column][/vc_row]

SECS/GEM Integration Success on ACCRETECH SS20 Using EIGEMBox

Posted on by mike.brown

[vc_row][vc_column width=”1/2″][vc_column_text css=””]Client Profile: A leading semiconductor manufacturing company based in Singapore, renowned for its high-precision wafer testing processes and commitment to innovation in the semiconductor industry.

Industry: Semiconductor Manufacturing[/vc_column_text][/vc_column][vc_column width=”1/2″][vc_single_image image=”36221″ img_size=”medium” css=””][/vc_column][/vc_row][vc_row][vc_column][vc_column_text css=””]

Challenges:

The client faced limitations in automating data communication between their existing ACCRETECH SS20 wafer inspection tool and the Manufacturing Execution System (MES). Manual data entry led to inefficiencies, delayed decision-making, and increased the risk of operator-induced errors. Furthermore, the lack of standardized SECS/GEM integration hindered the scalability of their factory automation roadmap.[/vc_column_text][/vc_column][/vc_row][vc_row][vc_column width=”1/2″][vc_column_text css=””]

Solution:

To address these challenges, the EIGEMBox—a compact, plug-and-play SECS/GEM connectivity solution—was deployed. It enabled seamless communication between the SS20 tool and the MES without requiring intrusive modifications to the tool’s firmware.

Key elements of the solution included:

  • Rapid SECS/GEM enablement using EIGEMBox’s modular configuration system
  • Custom mapping of GEM events and data variables for process traceability
  • Real-time monitoring and control of the tool from the host system
  • Minimal downtime during deployment, ensuring uninterrupted operations

[/vc_column_text][/vc_column][vc_column width=”1/2″][vc_column_text css=””]Testing & Validation:

The integration process followed a structured plan comprising simulation, validation, and production testing.

  • Initial Simulation: A digital twin of the SS20 was configured to test GEM events in a controlled environment.
  • Field Validation: On-tool installation and handshake verification with the MES were carried out over a three-day window.
  • Production Testing: Real-world job execution cycles were monitored, with over 500 wafers processed to assess data accuracy and communication reliability.
  • No discrepancies were observed in message exchange, and logging diagnostics confirmed 100% transaction consistency.

[/vc_column_text][/vc_column][/vc_row][vc_row][vc_column][vc_column_text css=””]

Results:
  • 100% SECS/GEM Compliance: Full alignment with SEMI standards enabled the client to scale toward Industry 4.0 practices.
  • 80% Reduction in Manual Intervention: Automated data capture and job dispatching improved operational efficiency.
  • Real-Time Visibility: Engineers gained remote insight into wafer inspection performance, boosting responsiveness.
  • Standardized Framework: With one integration, the client established a blueprint for future tool onboarding across its fabs.

[/vc_column_text][/vc_column][/vc_row][vc_row][vc_column][vc_column_text css=””]Client Feedback:

“Our team was skeptical about a non-invasive solution for SECS/GEM integration, but EIGEMBox proved itself in both flexibility and performance. The seamless setup and clear documentation made a complex task incredibly straightforward. We’re now exploring similar rollouts across other legacy equipment.”

– Sr. Equipment Manager, Automation Division[/vc_column_text][/vc_column][/vc_row]

SECS/GEM Integration Success on Karl SUSS CBC200 Wafer Bonder

Posted on by mike.brown

[vc_row][vc_column width=”1/2″][vc_column_text css=””]In the semiconductor manufacturing industry, precision, reliability, and seamless integration are paramount. Karl SUSS CBC200 Wafer Bonder, a high-performance bonding solution, faced challenges in integrating SECS/GEM capabilities to meet advanced automation requirements. By leveraging eInnosys’ innovative EIGEMBox, the integration process became not only smooth but also highly efficient, driving exceptional outcomes.[/vc_column_text][/vc_column][vc_column width=”1/2″][vc_single_image image=”36101″ img_size=”full” alignment=”center” css=””][/vc_column][/vc_row][vc_row][vc_column width=”1/2″][vc_column_text css=””]

Client Overview

The client, a leading semiconductor manufacturing company, required SECS/GEM integration on their Karl SUSS CBC200 Wafer Bonder. The goal was to align the equipment with the Semiconductor Equipment Communication Standard (SECS) and Generic Equipment Model (GEM) to enable real-time communication and improve automation capabilities.[/vc_column_text][/vc_column][vc_column width=”1/2″][vc_column_text css=””]

Challenges

The project posed several challenges:

Legacy System Compatibility: The existing system on the Karl SUSS CBC200 was not natively equipped for SECS/GEM functionality.

Manual Operations: Operators needed to manage bonding processes manually, which led to inefficiencies and increased chances of errors.

Limited Data Insights: The system lacked the ability to collect, analyze, and act on critical production data in real-time.

Production Downtime: Any delays in integration would disrupt ongoing production schedules, impacting overall throughput.[/vc_column_text][/vc_column][/vc_row][vc_row][vc_column width=”1/2″][vc_column_text css=””]Solution: EIGEMBox Integration

The eInnosys team deployed the EIGEMBox, a robust and scalable solution designed for seamless SECS/GEM integration. The approach included:

Custom Configuration: Tailoring the EIGEMBox to interface with the Karl SUSS CBC200, ensuring compatibility without requiring extensive modifications to the existing hardware or software.

Real-Time Communication: Implementing SECS/GEM protocols to enable efficient communication between the wafer bonder and the factory’s host system.

Data Collection and Analytics: Equipping the system with advanced data collection features to provide actionable insights into production metrics and equipment performance.

Minimal Downtime: Using a phased integration approach, ensuring the process did not interfere with ongoing operations.[/vc_column_text][/vc_column][vc_column width=”1/2″][vc_column_text css=””]

Results

The integration delivered measurable improvements across several key areas:

Automation Excellence:

Achieved full SECS/GEM compliance, enabling automated control and monitoring of the Karl SUSS CBC200.

Reduced manual interventions by 90%, leading to higher precision and reliability.

Enhanced Production Efficiency:

Improved production cycle times by 25%, allowing for faster throughput and increased yield.

Real-Time Data Utilization:

Enabled real-time data collection and analytics, helping operators predict and prevent potential equipment issues.

Provided comprehensive insights into production trends, facilitating informed decision-making.

Seamless Scalability:

The modular nature of the EIGEMBox ensures easy integration with other equipment in the future, supporting the client’s long-term automation goals.[/vc_column_text][/vc_column][/vc_row][vc_row][vc_column][vc_column_text css=””]

Client Testimonial

“eInnosys transformed our Karl SUSS CBC200 Wafer Bonder with their EIGEMBox solution. The integration process was smooth, and the results have been outstanding. Our production efficiency has skyrocketed, and the ability to automate processes and gather real-time insights is a game-changer for our operations. We highly recommend their expertise for any automation needs.”[/vc_column_text][/vc_column][/vc_row][vc_row][vc_column][vc_column_text css=””]This success story highlights the value of SECS/GEM integration using EIGEMBox. For semiconductor manufacturers, achieving automation and data-driven decision-making is no longer optional – it’s essential for staying competitive. eInnosys’ tailored solutions enable businesses to unlock new levels of efficiency and innovation.

If your equipment needs SECS/GEM integration or other advanced automation capabilities, contact eInnosys today to transform your operations for the future.[/vc_column_text][/vc_column][/vc_row]

Applied CENTURA W-CVD: SECS/GEM Success with EIGEMBox

Posted on by mike.brown

[vc_row][vc_column width=”1/2″][vc_column_text css=””]Client Profile

Client: A leading semiconductor manufacturing company in the Philippines

Industry: Semiconductor Manufacturing[/vc_column_text][/vc_column][vc_column width=”1/2″][vc_single_image image=”36083″ img_size=”full” alignment=”center” css=””][/vc_column][/vc_row][vc_row][vc_column][vc_column_text css=””]Challenges

The client, a prominent player in the semiconductor industry, faced operational inefficiencies with their Applied Materials CENTURA W-CVD_3CH system, a critical asset for tungsten deposition. The system’s existing software lacked robust SECS/GEM integration capabilities, essential for seamless communication between equipment and the client’s factory automation system. This resulted in:

Limited Automation: Manual intervention was frequently required, increasing production cycle times and the risk of errors.

Data Gaps: Incomplete equipment data logging hindered real-time monitoring and process optimization.

Scalability Issues: The system struggled to adapt to the client’s growing production demands.

Compliance Challenges: Adherence to SEMI standards for equipment communication was not consistently met, complicating audits and certifications.[/vc_column_text][/vc_column][/vc_row][vc_row][vc_column][vc_column_text css=””]

Solution

To address these challenges, Einnosys proposed deploying its flagship product, the EIGEMBox. This robust SECS/GEM interface solution was tailored to integrate seamlessly with the Applied Materials CENTURA W-CVD_3CH system, ensuring compliance with SEMI E5 and E30 standards. The implementation process included:

System Assessment: Conducted a detailed analysis of the CENTURA system’s hardware and software capabilities to identify integration points.

Customization: Configured the EIGEMBox to map process parameters, alarms, events, and data collection requirements specific to the client’s workflows.

Integration: Installed and tested the EIGEMBox without disrupting ongoing operations.

This included:

  • Mapping SECS/GEM variables to factory MES (Manufacturing Execution System) requirements.
  • Implementing custom scripts to automate workflows.

Training: Provided hands-on training to the client’s engineers, enabling them to leverage the new capabilities effectively.[/vc_column_text][/vc_column][/vc_row][vc_row][vc_column][vc_column_text css=””]

Testing & Validation

The integration process involved rigorous testing to ensure reliability and performance:

Functional Testing: Verified accurate data exchange between the CENTURA system and the MES.

Stress Testing: Ensured the system’s stability under peak production loads.

Compliance Validation: Confirmed adherence to SEMI E37 standards for HSMS (High-Speed SECS Message Services).

User Acceptance Testing (UAT): Conducted with the client’s team to validate end-to-end workflows.[/vc_column_text][/vc_column][/vc_row][vc_row][vc_column][vc_column_text css=””]

Results

The deployment of EIGEMBox transformed the client’s tungsten deposition process. Key outcomes included:

Enhanced Automation:

95% reduction in manual interventions.

Faster process execution with automated recipe selection and data logging.

Improved Data Accuracy:

Comprehensive data capture enabled real-time monitoring and advanced analytics.

Enhanced traceability for compliance audits.

Scalability:

System seamlessly scaled to accommodate increased production volumes.

Flexible configuration options ensured compatibility with future equipment upgrades.

Compliance:

Fully met SEMI standards, streamlining audits and certifications.

Operational Efficiency:

Reduced downtime due to quick identification and resolution of equipment issues.

Lowered production cycle times by 20%.[/vc_column_text][/vc_column][/vc_row][vc_row][vc_column][vc_column_text css=””]The SECS/GEM integration using EIGEMBox proved to be a game-changer for the client’s Applied Materials CENTURA W-CVD_3CH system. By automating workflows, enhancing data management, and ensuring compliance with industry standards, the client achieved significant operational improvements. This success underscores Einnosys’ commitment to delivering innovative solutions that drive efficiency and value for semiconductor manufacturers worldwide.[/vc_column_text][/vc_column][/vc_row]