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.
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).
Tool for calculating correction factors based on viscosity in centrifugal pumps
Qmix pump and valve interface
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.
Predicting really rare positives - a notebook on the pump_sensor data from kaggle. Including both simple indicator based approaches as well as machine learning.
Prädiktive Wartung von Pumpen in der chemischen Industrie mit Feature Engineering, Clustering und XGBoost
Python scipy curve_fit wrapper that fits a range of polynomic functions and returns the best fit.
Berlin's public water pumps on a voronoi map
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.
Open knowledge base on industrial pumping by FB Bombas — centrifugal, gear, thermal-oil, fire-fighting (NFPA-20 / NBR-16704)
Industrial pump procurement playbook — RFQ, TCO framework, contract clauses, FAT and site acceptance. Brazilian and Latin American context.
Pumps Anomaly Recognition & Detection On Network
Official FB Bombas technical manuals (PDF) — FBCN, FBE, FBEI, FBOT — mirror of fbbombas.com.br/manuais-tecnicos under CC BY-ND 4.0
Open, fully crawlable industrial chemical equipment engineering data from LibertyCES — chemical compatibility (PVC/PP/PVDF/PFA/PTFE/316SS), pump tube compatibility, centrifugal pump material resistance, elastomer seal compatibility, engineering rules, real search-demand topics. No gating, no pricing, built for AI citation.
Core library for calculating correction factors based on viscosity in centrifugal pumps. See ViscoCorrect for an implementation.
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