Transforming Data into Insights

Expert data collection and analysis for performance evaluation.

Data Collection Solutions

Comprehensive data from manufacturers and labs.

Advanced NER for performance attribute extraction.

Identify patterns and predictive signals effectively.

NER Solutions

Time-Series Analysis

Innovating Data Collection and Analysis

At Macheval Labs, we specialize in comprehensive data collection and corpus construction for machine tool performance evaluation, ensuring precision and reliability through advanced methodologies and expert insights.

A precision measuring probe is positioned above a metallic surface, likely part of an industrial machine or CNC equipment. The focus is primarily on the metallic probe with a small red tip, highlighting its use in detailed measurements. The background is blurred, emphasizing an industrial setting.

Data Collection Services

We specialize in data collection and corpus construction for performance evaluation in machine tools.

A close-up of a CNC milling machine cutting into a metal surface, with visible coolant fluid being applied around the area. The cutting tool is spinning, focusing on a detailed, reflective piece of metal.

A machine is actively engaged in cutting or engraving a metallic surface with precision. The left side of the image shows a control panel with various buttons, one of which is red, and two indicator lights that are illuminated. The metallic surface has visible cut marks and circular shapes, indicating ongoing or completed cutting processes. The cutting tool emits a bright orange light as it makes contact with the metal.

Preprocessing Solutions

Our preprocessing services include named entity recognition to extract key performance attributes from reports.

Time-Series Analysis

We model time-series data to identify degradation trends, anomalies, and predictive signals for better insights.

Data Insights

Collecting and analyzing performance evaluation data for machine tools.

An industrial metal machine component displaying a scale for measuring thickness in points, alongside measurements labeled 'STROKE IN CICEROS'. The device has a metallic knob and visible screws, with some wear and signs of aging on the metallic surface.

Performance Metrics

Analyzing trends and anomalies in machine tool performance data.

A metal-cutting machine in action, with a saw blade slicing through pipes and coolant fluid being applied to reduce heat and friction. The environment has an industrial and mechanical feel with visible metal shavings and gears.

A close-up view of a metalworking machine, focusing on a drill bit actively cutting or drilling into a piece of metal. Sparks and metal shavings are visible, with a flexible coolant hose in the frame. The lighting is dim with warm tones, emphasizing the metallic surfaces.

An industrial setting with various large machines and equipment, including a CNC machine and other manufacturing tools. There are shelves stocked with metal parts and components, and the space is illuminated by natural light streaming in through the ceiling windows. The area appears organized with clear sections for different types of machinery.

Data Modeling

Utilizing NER for extracting key performance attributes from reports.