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Weโ€™re your source for automation news. Keep up with the latest industry updates and E Tech employee spotlights, as well as tips and guidance from our manufacturing experts.  

Streamlining Lab Operations Through Automated Data Integration

E Tech Group delivered a rapid, tailored solution to digitize lab data for a leading biopharmaceutical leader, enhancing efficiency and accuracy while meeting tight deadlines. This project involved integrating data from a Metler Toledo Conductivity Meter into the client’s Aveva PI system.

Author contributors: Group Engineering Manager, Matt Martin

Challenge

The client, a leading biopharmaceutical companyโ€™s existing manual data collection process from Metler S230 Conductivity meters was inefficient and prone to errors. Relying on manual transcription of paper records hindered data accessibility, slowed down operations, and increased the risk of inaccuracies.

Key challenges included:

  • Redundancy & Reliability: A redundant solution was required to ensure continuity in operations and minimize system downtime.
  • Time Sensitivity: A rapid turnaround was critical to meet the client’s operational needs.
  • Data Integration Complexity: Seamless integration of real-time data from the specialized lab equipment to their Aveva PI Historian system.

Solution

E Tech Group developed and implemented a tailored solution to address these challenges:

  • Custom Driver Development: Developed a custom driver in Kepware to parse and integrate data directly from the Metler Toledo equipment. This solution was developed for an older Metler product but is adaptable to more recent releases.
  • Technological Expertise:
    • Leveraged PI, Kepware, and custom JavaScript to enable smooth and efficient data handling.
    • A serial to ethernet converter module was added to the RS-232 port of the meter, which allowed Kepware to listen to data being broadcast from that device via TCP. The Kepware driver had code to keep its session alive when a PI interface was actively requesting data from it and it was the current โ€œactiveโ€ OPC Server from PI interface perspective. Operational redundancy was implemented using two Kepware servers and PI Interfaces.
    • Real-Time Visualization: ย PI AF was used to create event frames for each calibration and read event. PI Vision displays were developed to provide the user with real time event data.
  • Seamless Execution: Delivered a robust solution that ensured accurate and real-time data availability, overcoming the limitations of paper-based systems. The solution was delivered on an expedited schedule in a validated environment.

Results

The project was successfully delivered within the clientโ€™s tight timeline, yielding immediate and impactful benefits:

  • Enhanced Data Accessibility: The client transitioned from paper to digital data storage, significantly improving operational efficiency.
  • Improved Accuracy: Digital integration reduced errors associated with manual data handling.
  • Scalable Solution: We delivered a customized solution tailored to the project’s specific needs. This solution is designed to be scalable, enabling implementation across the clientโ€™s entire facility as their needs evolve.
  • Client Satisfaction: The project reinforced the clientโ€™s confidence in E Tech Groupโ€™s expertise, strengthening their partnership.

This case study demonstrates E Tech Group’s ability to provide innovative, time-sensitive and scalable solutions that address complex client challenges, showcasing our value as a trusted automation partner.


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E Tech Group and Germfree Collaborate to Design Cutting Edge Modular Cleanrooms

E Tech Group and Germfree are pioneering modular cleanroom design, combining advanced automation, critical management systems, and data-driven manufacturing insights to deliver exceptional results.

Author contributors: Director of Application Engineering Vivek Puthezath and Germfree Commercial Director Stephen Ondek

An ongoing collaborative project between E Tech Group and Germfree stands at the forefront of modular cleanroom design. The partnership incorporates state-of-the-art building automation and critical management systems with advanced data aggregation capabilities for manufacturing intelligence insights to deliver remarkable results to customers.

Project Description

In early 2024, Germfree, a company specializing in the design and manufacture of modular cleanrooms, approached E Tech Group to collaborate on modernizing their building management and critical monitoring systems. The goal of the partnership was two-fold: first, to meet current regulatory standards for environmental monitoring and data integrity, specifically complying with FDA’s 21 CFR Part 11 regulations governing electronic records and electronic signatures. Additionally, Germfree wanted their cleanrooms to employ advanced data storage and aggregation technologies so clients can readily use data analytics for manufacturing intelligence initiatives to optimize their process.

Germfreeโ€™s modular cleanrooms are typically employed for specialized applications including:

  • Cell and gene therapy production
  • Decentralized, on-demand pharmaceutical manufacturing
  • Early and preclinical stage drug manufacturing
  • Biopharmaceutical research and production
  • Specialized production of customized medication (hospitals and compounding pharmacies)

The modular cleanroom design incorporates several critical features required by this clientele. These include strict environmental control and monitoring capabilities to ensure the safety, efficacy, and compliance of the therapies produced. Each cleanroom can be customized to meet a clientโ€™s specific regulatory requirements including USP 795, 797, and 800 for pharmacies, biosafety levels 1 through 4, European grades B, C, and D environments for gene and cell therapies, as well as all relevant ISO standards. In addition, the cleanrooms can be customized to meet a clientโ€™s specific layout, materials, and integrated technology requirements.

Figure 1: Interior view of a Germfree cGMP compliant modular cleanroom.

The cleanrooms are designed with durability, scalability, and relocation capability in mind, including steel frames and ArcoPlast walls so that clients can easily adapt, expand, or even relocate their operation as needed. Germfree personnel manage all aspects of a cleanroom solution on behalf of their clients including design, construction, installation, commissioning, qualification, certification and maintenance. The modular cleanrooms can often be ready for use within a ten-month timeframe. Additionally, because many of Germfreeโ€™s clients are small-scale research laboratories, universities, and hospitals, the cleanrooms have been designed to be cost-competitive as budgets are often limited.

Figure 2: Germfree’s modular cleanrooms are designed for compliance with all regulatory requirements and are built with durable construction materials.

Cutting-Edge Customized Environmental Monitoring and Control

E Tech Groupโ€™s environmental monitoring system (EMS) provides precise control, continuous monitoring, and recording of environmental conditions to meet compliance requirements. The system was designed and implemented with the following fundamental priorities:

  • Full adaptability to comply with all relevant regulations and standards
  • Adherence to the 21 CFR Part 11 protocol
  • Full system scalability, ensuring seamless integration of any future additions to the cleanroom module
  • An intuitive user interface, such that new users can operate it without significant training
  • Maintaining cost-competitive pricing of the cleanroom

E Tech Groupโ€™s building management system (BMS) design fully controls all environmental equipment, including air handlers, exhaust fans, fan filter units and variable air volume (VAV) systems to maintain the desired conditions within the cleanroom. It not only provides trend data visualization for real-time system performance insights but also maintains a complete record of environmental conditions.

A CMS in Compliance with 21 CFR Part 11 and cGMP Regulations

The critical monitoring system (CMS) implemented by E Tech Group provides verification and documentation that the cleanroom conditions remain within specified limits, as required for compliance with regulatory standards and supporting quality assurance. In compliance with 21 CFR Part 11 regulations, the CMS incorporates secure login processes, electronic signature capabilities, and detailed audit trails, so that every action is traceable, securely recorded, and verifiable. This level of monitoring and record keeping is important for maintaining the integrity of critical environments where precise control over environmental parameters like temperature, absolute and differential pressure, humidity, and particle count is necessary for sensitive processes.

Additionally, the CMS monitors and records environmental conditions within relevant process equipment such as autoclaves and incubators. This provides a comprehensive record that products are manufactured and stored under the ideal conditions required by regulatory standards, including current Good Manufacturing Practice (cGMP) regulations.

Intuitive User Interface, Web Browser Accessibility

E Tech Group designed the user interface to be highly intuitive, allowing new users to operate it without significant training, while also maintaining cost-competitiveness. The interface is built using Ignition (by Inductive Automation), allowing users web browser access to easily make adjustments to temperature, pressure, humidity, and other environmental parameters.

Germfree: Expert Guidance on Regulatory Requirements for Specialized Applications

Germfreeโ€™s engineering team possesses extensive knowledge and expertise to advise clients on the regulatory requirements relevant to their particular application. Their engineers determine necessary air changes, room classifications, pressure cascades, and other specifications.

Clients can focus on their core science while relying on Germfree expertise for cleanroom design, and the cleanroomโ€™s capabilities to maintain compliance and product integrity during production. 

Digital SME: One Platform to Consolidate Data from Diverse Vendors

E Tech Group incorporated a singular data aggregation platform into the cleanroomโ€™s design so that clients can readily employ data analytics and other manufacturing intelligence initiatives to optimize their process.

Cleanrooms typically employ different vendors’ specialized process equipment including, but not limited to spectrometers, bioreactors, and chromatographs.  It is common for each piece of equipment to utilize differing communication protocols and data formats, which made full data integration a challenging endeavor.

E Tech Group collaborated with equipment vendors to standardize communication protocols, encouraging their adoption of the industry-standard OPC UA to simplify data transfer to a single data aggregation platform within the cleanroom. In addition, E Tech Group identified equipment-specific datasets that are particularly valuable for end-user analytics and collaborated with vendors to extract this needed data.

Figure 3: E Tech Group incorporated a data aggregation platform into their design, providing clients the capability of employing manufacturing intelligence initiatives to their process.

Golden Batch Analysis – The Power of Data Analytics

A powerful example illustrating the benefits of manufacturing intelligence involves golden batch analysis. When an ideal production batch (the “golden batch”) is created, all critical process parameters are trended that led to its creation. This set of parameters then serves as the gold standard for optimal production conditions of the batch.

With these parameters known, every subsequent batch in production can be monitored in real time to see how itโ€™s trending in comparison to the golden batch parameters. Manufacturing intelligence uses data analytics and machine learning to compare real-time production data against the golden batch, identifying deviations and even suggesting real-time process parameter adjustments. The result is better product quality and consistency, reduced waste, and therefore improved efficiency.

Equipment Selection

To balance cutting edge capability with cost-effectiveness, the modular cleanroom design incorporates the following platforms:

  • PLC: A Rockwell Automation PLC was selected to automate and integrate the control of all critical systems, ensuring robust operation and compliance with regulations including 21 CFR Part 11.
  • User Interface: The systemโ€™s user interface was implemented using Inductive Automationโ€™s Ignition to support the projectโ€™s budgetary goals while also providing easy accessibility via web browser.
  • Historian:  A Canary Labs historian was selected based on its high level of functionality and cost-effectiveness.
  • Isolator (Optional Addition): The cleanroomโ€™s isolator is integrated with ASTโ€™s (Advanced Sterilization Technologies) automated fill-finish systems for sterile manufacturing.
  • Smart Hood (Optional Addition): Designed by Germfree, the smart hood incorporates label printing and weighing scales that enhance IV compounding efficiency.

Closing Remarks

At Germfree and E Tech Group, we take great pride in our contribution to therapy research, and supporting the accessibility of rare and novel drugs for those who need them most. We deeply understand the significance of this effort and have diligently worked to align our solutions with clientsโ€™ budget constraints so that vital research and treatment can continue.

The collaboration between Germfree and E Tech Group has significantly advanced modular cleanroom technology. By integrating modern building management and critical monitoring systems tailored to meet the stringent demands of the pharmaceutical and biotechnological industries, clients can be confident that the necessary conditions for producing safe and effective therapies are met.


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The Power of AI: Making AI Work for Front-Line Labor Challenges

The Power of AI Webinar highlights the transformative role of AI in addressing workforce challenges in manufacturing. Experts from Datch, Oden Technologies, and E Tech Group shared insights on leveraging manufacturing data to implement practical AI solutions.

The webinar covered several key areas critical for manufacturers seeking to leverage AI:

  • Closing labor gaps and addressing workforce shortages through AI solutions.
  • Enhancing frontline efficiency with AI-driven insights and automation.
  • Enabling better decision-making with real-time data analysis and actionable intelligence.
  • Optimizing operational workflows and increasing productivity.
  • Maximizing the return on AI investments for long-term manufacturing success.

E Tech Groupโ€™s Pradeep Paul, Director of Manufacturing Intelligence, participated in the Power of AI Webinar, sharing how the company utilizes AI and Manufacturing Intelligence data to address client pain points, including labor shortages. Through their solutions, E Tech Group helps optimize operations and improve efficiency, ensuring clients can make data-driven decisions that lead to enhanced productivity.

View the Power of AI: Making AI Work for Front-Line Labor Challenges

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