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1dcnn_fault_detection

1DCNN Fault Detection（1DCNN的轴承故障诊断）

arduino_mlp

- a new take over MLP's implemented in low powered embedded system.

awlsim

STEP-7 AWL/STL PLC simulator

codetocad

Create models and simulations in your favorite software using CodeToCAD's automation language!

concavehull

condition-monitoring-app

NodeRED, InfluxDB and Grafana all together and pre-configured, ready to use together with the whole ctrlX Automation ecosystem.

datasets

A collection of datasets of ML problem solving

deep-learning-in-phm

Deep learning in PHM，Deep learning in fault diagnosis，Deep learning in remaining useful life prediction

deeplearning-models

A collection of various deep learning architectures, models, and tips

embedded-neural-network

collection of works aiming at reducing model sizes or the ASIC/FPGA accelerator for machine learning

emlearn

Machine Learning inference engine for Microcontrollers and Embedded devices

ethersploit-ip

Exploiting Allen-Bradley E/IP PLCs

fuxa-scada

Web-based Process Visualization (SCADA/HMI/Dashboard) software

hardware-neural-network

Embedded hardware accelerator of multilayer perceptrons for lightweight machine learning

iot-master

物联大师是开源免费的物联网云平台，集成了标准Modbus、电力、水文和主流PLC等多种协议，支持数据采集、公式计算、异常报警、Web组态等功能，适用于大部分物联网和工业互联网应用场景。

iotgateway

A cross-platform IoT gateway

isf

ISF(Industrial Control System Exploitation Framework)，a exploitation framework based on Python

json-scada

A portable and scalable SCADA/IIoT-I4.0 platform centered on the MongoDB database server.

least-square-approximation

A computer program in C++ programming language to compose a least square approximation.

multilayer-perception-mlp-neural-network-implementation-in-fpga

A final semester based group project for EE4218: Embedded Hardware System Design module in NUS where I worked with my teammate to perform Machine Learning models i.e. MLP Neural Networks on an FPGA using C, C++, Hardware Description Languages (HDL), High Level Synthesis (HLS) and Verilog.

open-industry-project

Free and open-source warehouse/manufacturing simulation.

open62541

Open source implementation of OPC UA (OPC Unified Architecture) aka IEC 62541 licensed under Mozilla Public License v2.0

open_scada_dms

This is an open source project for a basic ems/dms scada system. It contains a HMI with vector graphics taylored towards power-scada, and supports an IEC60870-5-104 based IFS. The backend is powered by mongodb for persistence, influxdb for historic data, and redis for the real-time database

openaas

Development Repository for open Asset Administration Shell

openplc

Software for the OpenPLC - an open source industrial controller

openplc_editor

OpenPLC Editor - IDE capable of creating programs for the OpenPLC Runtime

openplc_v3

OpenPLC Runtime version 3

oshmi

SCADA HMI for substations and automation applications.

pico-cnn

Lightweight C implementation of CNNs for Embedded Systems

polynomial_regression

C++ library for polynomial regression