Neurulus Labs | ESG Friendly AI ML Solutions

Our case studies

Gearbox Fault Diagnosis

Predict when you gear box will require new teeth

HAR with Smartphones

Using a smartphone to recognize human activities

Energy efficiency dataset

Predict the heating and cooling needs of a building

Food quality monitoring

Electronic nose for beef quality monitoring

Material classification based on time-of-flight data

Remaining Useful Life

Predict the remaining useful life based on telemetry

CNC Mill Tool Wear

Know when the milling process will end, based on tool usage and condition

CNC Mill Tool Wear

Condition monitoring to know when to change the tool

CNC Mill Tool Wear

Know if a finished product will pass visual inspection

Hole drilling deviation

Know if your drill bit departed from a pre-selected trajectory

Classify grayscale images of fashion items

Classify black and white images of numbers

Classic dataset in statistics and machine learning

Bearing, belt, and EDM faults

Vibration analysis from very noisy sound files

Stator Yoke Temperature

Predict the stator temperature of an electric car with a thermal sensor

Permanent Magnet Surface Temp

Predict the rotor temperature of an electric car

Stator Tooth Temperature

Predict the temperature of the stator tooth in an electric car.

Stator Winding Temperature

Predict the temperature of the stator winding in an electric car

Predict the torque of an electric car

Predict wine quality

Drive diagnosis

Detecting defects in an electric motor

Smart vacuum cleaner

Detect if your vacuum bag is empty or full (at different regimes)

Brushless wheel sk8

Brushless motor of an electric skateboard wheel

Is your fan obstructed?

Detect with an accelerometer if my fan is obstructed

Smart device that can detect which note or chord is played on a ukulele

APS failures in Scania trucks

Predict failures in the Air Pressure System of Scania trucks

Cardiotocography

Measurements of fetal heart rate (FHR) and uterine contraction (UC)

The data contains measurements on cells in suspicious lumps in women's breast

Is my fan obstructed?

We detect if a fan is obstructed through classification

Energy prediction

Predicting the energy consumption of energy appliances

Steel Plates Faults

Detecting faults in metal

Predicting if the grid will be stable given a few features

Glass tapping sound

Determine if a glass is full or empty

Occupancy detection

Predicting how many people are in a room

Detect if a lock is being open with a key or using picks

Beer Classification

Classify beers of different brands and types using a gas sensor