Factory Harmonizer
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    Cycle
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    Streamline your process control with real-time insights into your batch production's current and historical condition. Factory Harmonizer's Cycle module directly supports your operators in making swift changes to your ongoing batch, while providing a comprehensive view into past runs.

    Operational Control

    Instantly access insights to keep production on track, empowering operators to manage processes confidently and achieve better results.

    Process Efficiency

    Maximize productivity and identify improvement opportunities with streamlined workflows that enhance throughput and operational efficiency.

    Overall Productivity

    Gain visibility into the state of your production to reduce downtime and speed up cycles, making your operations more responsive and efficient.

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    What sets FH Cycle apart?

    FH Cycle is tailored to provide operators and engineers with actionable insights into batch production processes. 

    Our wish is to automate where possible and build all models for you so that you can focus your time on running your production. In addition to saving time and sparring the cost of hiring an expensive data scientist, automated model building helps to maintain optimal model performance without constant and costly intervention. 

    Our goal is to provide you with real-time insights that simplify process control, allowing your operators to steer production with confidence. FH Cycle delivers instant feedback into your current batch and each measurement thereof, helping your team make quick, informed decisions on the fly. This immediate access to critical data ensures that you maintain optimal production performance without the need for complex data interpretation. What optimal implies is of course up to you - speed, quality, yield, you name it. 

    While real-time insights are a golden card, something there is a need to dig deeper. By leveraging both historical and real-time data, FH Cycle helps you uncover patterns in your production, enabling a perfect environment continuous improvement efforts.


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    FH Cycle simplifies real-time process control and provides enhanced visibility and control through three intuitive views, empowering operators and process engineers with actionable insights for optimized operations. With FH Cycle, users gain a comprehensive overview of historical and current batches, making it easier to drive efficiency, ensure optimal product quality, and focus on continuous improvement.

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    On-demand webinar: Controlling Batch Cycles

    In this 40-minute webinar, Eero Peiponen, Development Manager at Kemira explores key challenges in controlling batch cycles, followed by Samuli Kortelainen who provides insights into how analytics can help address these challenges.

    Watch on-demand

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    Every project begins with a pilot

    SimAnalytics’ Offline Pilot is a 3-4 month initiative designed to showcase the value of Factory Harmonizer. The pilot begins with setting clear goals and assessing data quality, followed by defining and building intelligent operational windows tailored to your batch processes. Throughout the pilot, we refine these models based on your feedback, demonstrating how data-driven methods can uncover optimization opportunities and drive immediate production improvements. By the end of the pilot, you will gain hands-on experience with the solution, transforming your data into a strategic asset for sustained, data-driven optimization and enhanced process control. 

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    Your production is our priority

    We prioritize minimizing the time commitment from your key personnel without compromising essential work. In comparison to other tools on the market, we take care of all the modeling and re-modeling for you so that you can focus on the actionable insights gained. 

    Our projects begin with a structured 3–4-month pilot aimed at exploring the latent possibilities of Factory Harmonizer using the customer's own historical production data. During the pilot, we'll need to borrow just a couple of days of your experts' time. Read more about the offline pilot. 

    Factory Harmonizer offers a user-friendly interface designed for easy navigation, allowing users to quickly access critical information without the need for extensive training. 

    Factory Harmonizer seamlessly integrates with a variety of Distributed Control Systems (DCS) and historian databases from automation system data providers like Valmet, Siemens, Honeywell, ABB, OSIsoft/AVEVA, or Oracle. These databases can be augmented with additional data sources, such as laboratory data, for comprehensive analysis. Additionally, Factory Harmonizer can incorporate data from other systems like Manufacturing Control Systems (MCS) or Quality Management Systems (QMS) if available.

    Concerned about the quality and volume of your data? Rest assured, we take full responsibility for ensuring that the data driving your decisions is both accurate and reliable. Before deployment, our team conducts a meticulous screening process to verify the integrity and feasibility of the available data. This includes a comprehensive Data Health Check, where we sift through and evaluate all collected data to ensure that only relevant, high-quality information is integrated into the system. By optimizing the accuracy and reliability of the data used, we enhance the effectiveness of Factory Harmonizer's models, providing you with trustworthy insights and actionable results that drive your operations forward.

    Factory Harmonizer is designed to stay ahead of your evolving needs with automatic updates and continuous model enhancements. The system receives regular updates that introduce new features and improvements without interrupting your workflow. Additionally, Factory Harmonizer’s models undergo automated re-training at regular intervals, ensuring they adapt to changes in your production environment without requiring system breaks or incurring additional costs.

    Factory Harmonizer is engineered for fast and reliable data processing, providing real-time analysis and insights that you can trust. The platform’s powerful analytics engine processes large volumes of data with speed and precision, ensuring that you receive up-to-date information without delays. 

    Once you decide to optimize your processes with Factory Harmonizer, you’ll be assigned a dedicated project team. This team is committed to providing personalized, effective support, ensuring that your experience with our software extends beyond just the technology itself.

    During the pilot phase, we provide thorough training to equip your team with the skills they need to fully leverage the system’s features. This initial training, combined with ongoing support, ensures that your operations run seamlessly and that your team is confident and proficient in using Factory Harmonizer to its fullest potential.

    Ready to have a quick chat?

    Our experts are here to assist you on your mission to improve your production processes.

    Book a demo