Smart Data Analyzer (SDA) 5.0

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Create data collections and compare them with live production data

With our software, you can easily create extensive data collections and seamlessly compare them with real-time production data. This gives you a comprehensive overview of your operational performance at all times and enables you to make informed decisions. Optimize your processes with precise analyses and increase efficiency and productivity.

Do you need a predictive maintenance or FDC solution?

With our flexible and intelligent software, you can easily create customized solutions for predictive maintenance or FDC (Fault Detection and Classification) using ML and AI - precisely tailored to your requirements. Accelerate your processes and respond quickly to operational challenges without compromising on efficiency. Experience an uncomplicated implementation that offers you immediate results and sustainable optimization.

Do what you want... (with your data)

Our solution offers you versatile and comprehensive options for data collection, aggregation, annotation, separation and summarization - perfectly tailored to your individual requirements. Whether you want to forward data to different endpoints or store it in different formats and systems, we offer maximum flexibility. This allows you to efficiently manage, optimize and seamlessly integrate your data into your existing processes to gain valuable insights and make informed decisions.

Details matter

Although many systems offer extensive data manipulation options, they often lack essential functions such as finely granular rights and user management as well as version control of data manipulation algorithms and scripts. However, these aspects are essential, particularly in a professional environment, and are even required by law in many industries. Our solution goes beyond the standard functions and ensures maximum security and compliance so that your processes always meet the requirements and you can manage your data efficiently and in compliance with regulations.

The intelligent solution for your data analysis

The Smart Data Analyzer (SDA) 5.0 is an advanced platform that enables you to easily capture, process, and analyze production data using AI and ML algorithms (Artificial Intelligence and Machine Learning), as well as visualize it. These automated processes help you make data-driven decisions and maximize your operational efficiency.

The Smart Data Analyzer (SDA) 5.0 revolutionizes your data analysis by using AI and ML algorithms to efficiently collect, process and visualize production data. With functions such as predictive maintenance, fault detection and quality monitoring, SDA enables precise, data-driven decisions. This allows you to increase your operational efficiency and ensure the highest safety and quality standards.

Main functions and use cases

SDA 5.0 offers a wide range of application options, including:

Predictive maintenance: Prediction of maintenance requirements to avoid breakdowns.
Fault Detection and Classification: Detection and classification of faults in real time.
Quality Assurance: Ensuring and monitoring product quality.
Industrial Safety: Improving safety in industrial environments.

Autonomous Systems: Support for autonomous systems and processes.
Supply Chain Management: Optimization of the supply chain.
Demand Forecasting: Forecasting demand for better planning.
Digital Twins: Creation of digital twins for the simulation and optimization of processes.

Key concepts

Simple structure and combination of different levels to optimize data processing.

SDA 5.0 is based on a modular architecture that enables the integration and customization of components. This includes:

Visualization: use of standard tools based on Javascript for the graphical representation of data and for the visualization of workflows.
Standard components: Use of proven technologies for UI components.

The platform also enables non-programmers to configure data flows via a graphical user interface. This includes:

Selection of data sources
Routing the data
Execution of various tasks on the data
Sending the data to a destination in a selected format
Monitoring the data via a graphical user interface

SDA 5.0 supports a variety of data sources and destinations, including:

Protocol-based: SECS, OPC UA, RS232/RS485
File-based: Flat text file, CSV, XLSX
Bus systems: ActiveMQ, Tibco, MQTT
Web service: REST, SOAP, GraphQL
Databases: Oracle, Postgres, Timescale

The platform offers powerful tools for data manipulation, such as:

Selectors: Selection of the required data
Splitter: Splitting of data streams to several destinations
Merger: Merging of data streams

SDA 5.0 is a web-based solution that is operating system-independent and supports both Windows and Linux platforms. All components can be provided via Docker, which enables a flexible and scalable implementation.

Data flow layer: Management and optimization of the data flow.
Connection layer: Connection of the various modules for data processing.
Main engine: Processing the data with Apache Spark.
Messaging middleware: Use of solutions such as Apache Kafka or ActiveMQ for message transmission.

SDA 5.0 offers user-friendly wizards that make it easier to set up new modules. These wizards make it possible to configure and customize modules quickly, which increases efficiency and user-friendliness.

Although many customers currently do not wish to use public cloud services, SDA 5.0 nevertheless offers modules that can interact with such services. The solution is designed so that modules can be hosted at different physical locations, fully supporting the use of cloud services.

SDA 5.0: The Swiss army knife for your data analysis

AI-supported analyses for fast, reliable and precise data processing - detect and avoid errors at an early stage.

The Smart Data Analyzer (SDA) 5.0 is the Swiss army knife of digitalization. It is the ideal multifunctional tool when it comes to processing and aggregating large volumes of data quickly and securely and generating relevant results from it.

Based on artificial intelligence, machine learning and state-of-the-art algorithms, errors can be detected and averted at an early stage.