This work aims at using different machine learning techniques in detecting anomalies (including hardware failures, sabotage and cyber-attacks) in SCADA water infrastructure.

Drink Crafter is an open-source project that turns an ESP32 and a relay module into a sophisticated, automated cocktail and drink mixing machine.

Collection of code for mechanical engineering problems

GNU Gluco Control (GGC) is diabetes management application. It helps managing user's daily data, food data. It has graphs, statistics, reports, and a lot of diabetes devices support (meters, pumps, CGMSs). It works on any platform supporting at least Java 8 (1.8). We supports 3 languages, more can be added via Crowdin.

Tool for calculating correction factors based on viscosity in centrifugal pumps

The program integrates two sensors and pumps, namely a water pressure sensor and a flow sensor. The flow rate and pressure can be read through a personal computer, and the pump speed percentage (PWM) can be set through the serial port.

Qmix pump and valve interface

Raspberry pi powered plant watering system

Prädiktive Wartung von Pumpen in der chemischen Industrie mit Feature Engineering, Clustering und XGBoost

Predicting really rare positives - a notebook on the pump_sensor data from kaggle. Including both simple indicator based approaches as well as machine learning.

Berlin's public water pumps on a voronoi map

Core library for calculating correction factors based on viscosity in centrifugal pumps. See ViscoCorrect for an implementation.

New Era Pump controller program for flowing salt buffers to C. elegans

End-to-End Industrial AI-driven condition monitoring system for early fault detection in rotating machinery using Unsupervised LSTM Autoencoders. Detects failures 72h in advance. Early fault detection with 100% accuracy on high-frequency sensor data (NASA IMS Dataset).

VBA Pump Performance is a set of tools to help engineers and technicians to asses the condition of an API 610 pump during its Performance and Mechanical Running Test trials.

Python scipy curve_fit wrapper that fits a range of polynomic functions and returns the best fit.