Ecosyste.ms: Repos
An open API service providing repository metadata for many open source software ecosystems.
GitHub topics: fault-detection
zggg1p/A-Domain-Adaption-Transfer-Learning-Bearing-Fault-Diagnosis-Model-Based-on-Wide-Convolution-Deep-Neu
Inspired by the idea of transfer learning, a combined approach is proposed. In the method, Deep Convolutional Neural Networks with Wide First-layer Kernel is used to extract features to classify the health conditions.
Language: Python - Size: 32.2 KB - Last synced: 2 days ago - Pushed: 2 days ago - Stars: 92 - Forks: 14
petrobras/BibMon
Python package that provides predictive models for fault detection, soft sensing, and process condition monitoring.
Language: Jupyter Notebook - Size: 7.78 MB - Last synced: 2 days ago - Pushed: 3 days ago - Stars: 18 - Forks: 15
Western-OC2-Lab/Vibration-Based-Fault-Diagnosis-with-Low-Delay
Python codes “Jupyter notebooks” for the paper entitled "A Hybrid Method for Condition Monitoring and Fault Diagnosis of Rolling Bearings With Low System Delay, IEEE Trans. on Instrumentation and Measurement, Aug. 2022. Techniques used: Wavelet Packet Transform (WPT) & Fast Fourier Transform (FFT). Application: vibration-based fault diagnosis.
Language: Jupyter Notebook - Size: 795 KB - Last synced: 15 days ago - Pushed: 15 days ago - Stars: 47 - Forks: 13
meysam-safarzadeh/drill-defect-classification
This project focuses on detecting and analyzing wear in drill bits during the drilling process. It involves studying three types of drill wear (flank, chisel, and outer corner wear) along with a healthy drill condition, using four corresponding datasets. The goal is to determine the most effective strategy for identifying drill bit wear.
Language: MATLAB - Size: 37.1 KB - Last synced: 16 days ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0
ML-PSE/Fluid-Catalytic-Cracking-Unit-Dataset-for-Process-Monitoring-Evaluation
Datasets from a fluid catalytic cracking unit to evaluate FDD techniques
Language: Jupyter Notebook - Size: 3.64 MB - Last synced: 14 days ago - Pushed: 6 months ago - Stars: 9 - Forks: 1
ML-PSE/Machine_Learning_for_PM_and_PdM
Code repository for the book 'Machine Learning in Python for Process and Equipment Condition Monitoring, and Predictive Maintenance'
Language: Jupyter Notebook - Size: 12.7 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 4 - Forks: 1
Jarmonius/Wind-Turbine-Fault-Detection
Machine Learning Engineering Spring 2024 Project
Language: Jupyter Notebook - Size: 2.13 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0
emadef1/FaultGuard
FaultGuard: A Generative Approach to Resilient Fault Prediction in Smart Electrical Grids
Language: Jupyter Notebook - Size: 10.2 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0
pieterberg/Process-State-Identification
Chemical Engineering final-year project simulating a copper solvent extraction process with control valve faults using PCA and statistical classification to identify when the process enters a fault state
Language: MATLAB - Size: 145 MB - Last synced: about 1 month ago - Pushed: 7 months ago - Stars: 1 - Forks: 0
lkev/wtphm
SCADA data pre-processing library for prognostics, health management and fault detection of wind turbines. Successor to https://github.com/lkev/wt-fdd
Language: Python - Size: 28 MB - Last synced: about 11 hours ago - Pushed: over 3 years ago - Stars: 65 - Forks: 17
marjoriehoegen/MsC-codes
Algorithms from my Master's dissertation on fault detection through statistical and machine learning techniques.
Language: Python - Size: 1.95 MB - Last synced: about 2 months ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0
HaaLeo/bug-prediction
Python package to predict bugs using the complexity of code changes
Language: Python - Size: 395 KB - Last synced: 30 days ago - Pushed: almost 3 years ago - Stars: 3 - Forks: 1
coccinelle/faults-in-Linux
Experimental bed to study Linux faults
Language: OCaml - Size: 341 MB - Last synced: 2 months ago - Pushed: almost 2 years ago - Stars: 24 - Forks: 12
coccinelle/linux-study-figures
http://faultlinux.inria.fr/
Language: Makefile - Size: 5.86 KB - Last synced: 2 months ago - Pushed: over 7 years ago - Stars: 4 - Forks: 2
RentadroneCL/Photovoltaic_Fault_Detector
Model Photovoltaic Fault Detector based in model detector YOLOv.3, this repository contains four detector model with their weights and the explanation of how to use these models.
Language: Jupyter Notebook - Size: 102 MB - Last synced: about 2 months ago - Pushed: about 1 year ago - Stars: 36 - Forks: 17
Pzalms/Electrical-fault-detection
A three phase-fault detection system
Language: Jupyter Notebook - Size: 799 KB - Last synced: 3 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0
ravibitsgoa/distributed-key-value-store
A solution to Fault Tolerant Key-Value Store assignment for cloud computing concepts part 2 (Coursera)
Language: C++ - Size: 1.32 MB - Last synced: 4 months ago - Pushed: almost 5 years ago - Stars: 4 - Forks: 3
bbartling/open-fdd
Fault Detection Diagnostics (FDD) for HVAC datasets
Language: Python - Size: 89.9 MB - Last synced: about 2 months ago - Pushed: 3 months ago - Stars: 44 - Forks: 11
gsharma/heartbeater
Framework for peer-to-peer heartbeats
Language: Java - Size: 80.1 KB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 2 - Forks: 0
iqiukp/SVDD-Python
Python code for abnormal detection using Support Vector Data Description (SVDD)
Language: Python - Size: 5.7 MB - Last synced: 4 months ago - Pushed: 10 months ago - Stars: 163 - Forks: 52
iqiukp/KPCA-MATLAB
MATLAB code for dimensionality reduction, feature extraction, fault detection, and fault diagnosis using Kernel Principal Component Analysis (KPCA).
Language: MATLAB - Size: 6.65 MB - Last synced: 4 months ago - Pushed: over 2 years ago - Stars: 200 - Forks: 81
andreluizbvs/InsPLAD
Inspection of Power Line Assets: the Dataset (InsPLAD)
Size: 6.68 MB - Last synced: 4 months ago - Pushed: 5 months ago - Stars: 33 - Forks: 1
wangfin/SSLDPCA-IL-FaultDetection
Semi-Supervised Density Peak Clustering Algorithm, Incremental Learning, Fault Detection(基于半监督密度聚类+增量学习的故障诊断)
Language: Python - Size: 4.06 MB - Last synced: 4 months ago - Pushed: about 2 years ago - Stars: 58 - Forks: 8
wangfin/1DCNN_Fault_Detection
1DCNN Fault Detection(1DCNN的轴承故障诊断)
Language: Python - Size: 6.77 MB - Last synced: 4 months ago - Pushed: about 2 years ago - Stars: 93 - Forks: 22
Aficionado45/IM-Fault-Detection
Working in the field of predictive modelling to detect and classify various types of faults in induction motors by deploying various ML algorithms over the vibration and current signals data.
Language: Jupyter Notebook - Size: 2.08 MB - Last synced: 4 months ago - Pushed: over 2 years ago - Stars: 8 - Forks: 1
mo26-web/Induction-Motor-Faults-Detection-with-Stacking-Ensemble-Method-and-Deep-Learning
This is a induction motor faults detection project implemented with Tensorflow. We use Stacking Ensembles method (with Random Forest, Support Vector Machine, Deep Neural Network and Logistic Regression) and Machinery Fault Dataset dataset available on kaggle.
Language: Jupyter Notebook - Size: 917 KB - Last synced: 4 months ago - Pushed: about 2 years ago - Stars: 15 - Forks: 2
emadeldeen24/AdaTime
[TKDD 2023] AdaTime: A Benchmarking Suite for Domain Adaptation on Time Series Data
Language: Python - Size: 106 MB - Last synced: 4 months ago - Pushed: 12 months ago - Stars: 128 - Forks: 14
y-kawagu/dcase2021_task2_baseline_mobile_net_v2
MobileNetV2-based baseline system for DCASE2021 Challenge Task 2.
Language: Python - Size: 49.8 KB - Last synced: 4 months ago - Pushed: almost 3 years ago - Stars: 19 - Forks: 8
S-B-Iqbal/Steel-Plates-fault-diagnosis-using-Classification-Models
The objective of the project is to classify steel plates fault into 7 different types. The end goal is to train several machine Learning Algorithms for automatic pattern recognition.
Language: Jupyter Notebook - Size: 1.65 MB - Last synced: 4 months ago - Pushed: about 5 years ago - Stars: 14 - Forks: 9
Accacio/docsTCC
Final Project in Control Engineering UFRJ
Language: TeX - Size: 193 MB - Last synced: 4 months ago - Pushed: over 4 years ago - Stars: 2 - Forks: 0
edwintenkorang/Transformer-Inter-turn-Fault-Detection
A framework for Inter-turn fault detection in transformers using wavelet analysis and deep learning
Language: Python - Size: 529 KB - Last synced: 4 months ago - Pushed: 8 months ago - Stars: 1 - Forks: 0
IronVenom/Fault-Detection-and-Classification
ANN based electrical fault detection and classification using line and phase currents and voltages.
Language: Jupyter Notebook - Size: 1.12 MB - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 8 - Forks: 1
lmelvix/tennessee-eastman-fault-detection
Language: Shell - Size: 6.84 KB - Last synced: about 1 month ago - Pushed: almost 6 years ago - Stars: 22 - Forks: 8
mahdiemad/Static-Eccentricity-Fault-Location-Diagnosis-in-Resolvers-Using-Siamese-Based-Few-Shot-Learning
the corresponding repository of Static Eccentricity Fault Location Diagnosis in Resolvers Using Siamese-Based Few-Shot Learning
Language: Jupyter Notebook - Size: 44.4 MB - Last synced: 4 months ago - Pushed: 10 months ago - Stars: 3 - Forks: 0
irrustible/async-backplane
Simple, Erlang-inspired fault-tolerance framework for Rust Futures.
Language: Rust - Size: 175 KB - Last synced: 2 days ago - Pushed: almost 3 years ago - Stars: 129 - Forks: 6
y-kawagu/dcase2020_task2_baseline
DCASE2020 Challenge Task 2 baseline system
Language: Python - Size: 45.9 KB - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 93 - Forks: 46
haitaozhao/Neural-Component-Analysis
This repository is mainly to show the source code of neural component analysis.
Language: Matlab - Size: 4.28 MB - Last synced: 4 months ago - Pushed: about 6 years ago - Stars: 20 - Forks: 9
eddardd/CrossDomainFaultDiagnosis
Repository containing the code for the experiments and examples of my Bachelor Thesis: Cross Domain Fault Detection through Optimal Transport
Language: Jupyter Notebook - Size: 154 MB - Last synced: 4 months ago - Pushed: 10 months ago - Stars: 16 - Forks: 5
Yangzhangcst/LR-FTI-FDet
Source code for the paper "A Unified Light Framework for Real-time Fault Detection of Freight Train Images".
Language: Jupyter Notebook - Size: 31.8 MB - Last synced: 4 months ago - Pushed: over 2 years ago - Stars: 2 - Forks: 2
matlab-deep-learning/Fault-Detection-Using-Deep-Learning-Classification
This demo shows how to prepare, model, and deploy a deep learning LSTM based classification algorithm to identify the condition or output of a mechanical air compressor.
Language: C++ - Size: 49.3 MB - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 64 - Forks: 27
gmxavier/TEP-meets-LSTM
Chemical Process Fault Detection Using Long Short-Term Memory Recurrent Neural Network.
Language: Jupyter Notebook - Size: 195 MB - Last synced: 4 months ago - Pushed: about 2 years ago - Stars: 28 - Forks: 6
xxl4tomxu98/NASA-Jet-Engine-Maintenance
ML Approaches for RUL Prediction, Anomaly Detection, Survival Analysis and Failure Classification
Language: Jupyter Notebook - Size: 220 MB - Last synced: 4 months ago - Pushed: 6 months ago - Stars: 20 - Forks: 3
Qomo-CHENG/IPM-FD Fork of patrick-goli/IPM-FD
Detecting Faults in Inner-Product Masking Scheme - IPM-FD: IPM with Fault Detection
Language: C - Size: 23.4 KB - Last synced: about 1 month ago - Pushed: almost 5 years ago - Stars: 4 - Forks: 1
iqiukp/SVDD-MATLAB
MATLAB Code for abnormal detection using Support Vector Data Description (SVDD).
Language: MATLAB - Size: 8.97 MB - Last synced: 4 months ago - Pushed: about 2 years ago - Stars: 71 - Forks: 22
freds0/flask_fault_detection_power_transmission_lines
Frontend and backend separated object detection tf2 demo build with Flask, TensorFlow 2.x.
Language: Python - Size: 3.64 MB - Last synced: 4 months ago - Pushed: about 2 years ago - Stars: 1 - Forks: 0
Yansf677/PyPM
This repository is careated for process monitoring
Language: Python - Size: 2.34 MB - Last synced: 4 months ago - Pushed: almost 4 years ago - Stars: 3 - Forks: 3
Muhammad-Shoaib37/Fault-Bearing-Classification-Analysis
Fault Bearing Classification Analysis dashboard to explore, diagnose and highlight potential factors to predict the fault class based on bearing statistical manufacturing data.
Size: 785 KB - Last synced: 4 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 0
nadinejackson1/fault-detection-system
This repository contains the implementation of a fault detection system that detects and eliminates faulty products based on shape and color using a Convolutional Neural Network (CNN).
Language: Jupyter Notebook - Size: 45.9 MB - Last synced: 4 months ago - Pushed: about 1 year ago - Stars: 3 - Forks: 0
HassanMahmoodKhan/Machine-Learning-Based-Fault-Diagnosis-of-Electric-Drives
Fault diagnosis of some critical and non-critical faults in electric drives using Machine Learning.
Language: Jupyter Notebook - Size: 6.23 MB - Last synced: 4 months ago - Pushed: about 1 year ago - Stars: 6 - Forks: 0
airi-industrial-ai/fddbenchmark
Benchmarking fault detection and diagnosis methods
Language: Jupyter Notebook - Size: 925 KB - Last synced: 4 months ago - Pushed: 8 months ago - Stars: 5 - Forks: 1
GuillermoBossio/Detection-of-High-Resistance-Connections-in-Industrial-Power-Systems
Este es el repositorio del artículo: "Detection of High-Resistance Connections in Industrial Power Systems During Induction Motor Start-up".
Language: MATLAB - Size: 3.35 MB - Last synced: 4 months ago - Pushed: almost 2 years ago - Stars: 1 - Forks: 0
llvm-faultinjector/fault-injector
Fault Injector for LLVM based on LLFI project.
Language: C++ - Size: 86.9 KB - Last synced: 4 months ago - Pushed: about 5 years ago - Stars: 1 - Forks: 0
y-kawagu/dcase2021_task2_baseline_ae
Autoencoder-based baseline system for DCASE2021 Challenge Task 2.
Language: Python - Size: 43.9 KB - Last synced: 4 months ago - Pushed: almost 3 years ago - Stars: 26 - Forks: 9
Isaac-DeFrain/bft-specs
TLA+ specifications for BFT algorithms
Language: TLA - Size: 17.6 KB - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0
HanjiangHu/ANC-LSTM-fault-detection
Here are the source code, pretrained models and dataset for paper "Soft Manipulator Fault Detection and Identification Using ANC-based LSTM"
Language: Python - Size: 16.3 MB - Last synced: 4 months ago - Pushed: over 2 years ago - Stars: 5 - Forks: 2
ZahraFarahzadii/PV-fault-detection-FewShot-Learning
Language: Jupyter Notebook - Size: 338 KB - Last synced: 4 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0
egk696/InterChip_Bridge
A Fault Tolerant Globally-Asynchronous-Locally-Synchronous Inter-Chip Communication Bridge on FPGAs
Language: VHDL - Size: 14.6 KB - Last synced: 4 months ago - Pushed: over 6 years ago - Stars: 4 - Forks: 2
Western-OC2-Lab/Similarity-Based-Predictive-Maintenance-Framework-for-Rotating-Machinery
Python code “Jupyter notebooks” for the paper entitled " Similarity-Based Predictive Maintenance Framework for Rotating Machinery" has been presented in the Fifth International Conference on Communications, Signal Processing, and their Applications (ICCSPA’22), Cairo, Egypt, 27-29 December 2022. Techniques used: statistical analysis, FFT, and STFT.
Language: Jupyter Notebook - Size: 1.06 MB - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 5 - Forks: 1
ai-library-examples/aix4industries
AI Explainability 360 Toolkit for Time-Series and Industrial Use Cases
Language: TeX - Size: 6.27 MB - Last synced: 4 months ago - Pushed: 10 months ago - Stars: 1 - Forks: 1
Ardawanism/Fault-Detection-and-Identification-2023
In this repo, a few topics about useful Machine Learning and Deep Learning algorithms for Fault Detection and Identification are taught.
Language: Jupyter Notebook - Size: 11.5 MB - Last synced: 4 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 0
HabibNaeimi/Data-Driven-Fault-Detection
An SVM-based Fault Detector with a sliding window for rising stability on output. Electrical Engineering final B.Sc. project, Petroleum University of Technology.
Language: Jupyter Notebook - Size: 205 KB - Last synced: 25 days ago - Pushed: about 2 years ago - Stars: 3 - Forks: 1
zavalyshyn/chaosduck
An automatic fault-injection tool used to evaluate software security and fault-tolerance
Language: C - Size: 120 KB - Last synced: 4 months ago - Pushed: over 3 years ago - Stars: 3 - Forks: 0
ami-iit/paper_nava_2023_icra_fault-control-ironcub
Repository associated with the paper "Failure Detection and Fault Tolerant Control of a Jet-Powered Flying Humanoid Robot", published in IEEE ICRA 2023.
Language: MATLAB - Size: 345 KB - Last synced: about 2 months ago - Pushed: 5 months ago - Stars: 11 - Forks: 3
Alarchemn/Industrial-MLOps
MLOps Project: Leveraging a Boosting Machine Learning Algorithm for Electromechanical Machine Fault Detection.
Language: Jupyter Notebook - Size: 7.55 MB - Last synced: 4 months ago - Pushed: 10 months ago - Stars: 1 - Forks: 0
STMicroelectronics/ST-AWFD
ST Dataset for Automatic Wafer Fault Detection
Size: 17.9 MB - Last synced: 4 months ago - Pushed: almost 3 years ago - Stars: 6 - Forks: 0
deepak7376/wsnFault
Statistical Method Based Fault Detection Algorithm for Wireless Sensor Networks (WSNs).
Language: Python - Size: 17.5 MB - Last synced: 4 months ago - Pushed: 10 months ago - Stars: 15 - Forks: 9
lsa-pucrs/multirobot-monitoring
Multirobot supervision system using Nagios and ROS
Language: Python - Size: 14.7 MB - Last synced: 4 months ago - Pushed: almost 6 years ago - Stars: 0 - Forks: 0
rattletat/java-code-analysis
Analysis of fault detection in source code using various static, dynamic, bug and test metrics
Language: Jupyter Notebook - Size: 155 MB - Last synced: 4 months ago - Pushed: about 2 years ago - Stars: 4 - Forks: 1
Amirmoradi94/solar_drop_segmentation
Autonomous Fault segmentation of solar power Plants by a Multi Copter using Encoder-Decoder Architecture.
Language: Jupyter Notebook - Size: 989 KB - Last synced: 4 months ago - Pushed: over 3 years ago - Stars: 2 - Forks: 0
JvdHoogen/Adaptive-WCNN
Language: Python - Size: 35.2 KB - Last synced: 4 months ago - Pushed: over 2 years ago - Stars: 1 - Forks: 1
sudhanshusks/Steel-Plate-Fault-Detection
Composite IIT Kharagpur, Data Analytics Competition on steel plate fault detection
Language: Jupyter Notebook - Size: 3.17 MB - Last synced: 4 months ago - Pushed: about 6 years ago - Stars: 3 - Forks: 1
sireum/v3-awas
Awas: A tool for model navigation, dependency analysis and risk analysis of component based systems
Language: JavaScript - Size: 51 MB - Last synced: 2 months ago - Pushed: about 2 years ago - Stars: 5 - Forks: 1
federeghe/ARIMA
ARIMA Model Estimation
Language: C - Size: 1.35 MB - Last synced: 4 months ago - Pushed: almost 7 years ago - Stars: 2 - Forks: 3
ravibitsgoa/membership-protocol
A solution to membership protocol assignment for cloud computing concepts part 1 (Coursera)
Language: C++ - Size: 675 KB - Last synced: 4 months ago - Pushed: over 5 years ago - Stars: 2 - Forks: 0
kelreeeeey/UniPracticalWork Fork of thilowrona/fatbox_tutorials
This Repo is my project of Practical Work for my mandatory credit in Geophysical Undergraduate Program in Gadjah Mada University
Language: Jupyter Notebook - Size: 152 MB - Last synced: 4 months ago - Pushed: about 1 year ago - Stars: 2 - Forks: 0
saimihirj/raft_consensus_algorithm Fork of GauravJayaraj/dsproject_raft
DS Project: A fault-tolerant distributed key-value store using the Raft consensus algorithm
Language: Python - Size: 107 KB - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 2 - Forks: 0
joaop21/Decentralized-Aggregation 📦
Large Scale Distributed Systems Assessment
Language: Jupyter Notebook - Size: 7.86 MB - Last synced: 4 months ago - Pushed: almost 4 years ago - Stars: 1 - Forks: 0
koseng-lc/jacl
Just Another Control Library - part of my capstone project
Language: C++ - Size: 562 KB - Last synced: 4 months ago - Pushed: over 3 years ago - Stars: 4 - Forks: 0
kiankhaneghahi/Fault-Estimation-and-FTC-Strategies-Applied-to-VTOL-Aerial-Vehicles
This project is used to estimate, isolate and diagnose faults for a quadcopter and a PVTOL and also use a methods to control the system by tolerating the fault. Both quadcopter and PVTOL systems have nonlinear dynamics. The ways for fault estimation in this project consist of nonlinear AO and linear PIO for the PVTOL and qLPV PIO for the quadcopter. The nominal controller in both systems uses unit quaternions. For soft fault in both vehicles, a fault accommodation method is implemented where the estimated fault is added to the nominal control signal to cancel the additive fault.
Language: MATLAB - Size: 13.3 MB - Last synced: 4 months ago - Pushed: over 2 years ago - Stars: 2 - Forks: 3
AugustUnderground/fuzzy-yeti-balls
ML 4 PE
Language: Jupyter Notebook - Size: 219 KB - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0
Ahmedfir/mu-FD-simulation
mutation testing techniques comparison w.r.t. fault detection.
Language: Python - Size: 59.6 KB - Last synced: about 1 month ago - Pushed: 9 months ago - Stars: 0 - Forks: 0
aswathyrk93/LAMP_CODE
Contains code for Adaptive protection platform in Smart grids
Language: Jupyter Notebook - Size: 1.41 MB - Last synced: 4 months ago - Pushed: about 2 years ago - Stars: 1 - Forks: 0
samueleresca/phi-accrual-failure-detector
Phi φ Accrual Failure Detector implementation in Python, see: https://samueleresca.net/detecting-node-failures-and-the-phi-accrual-failure-detector/
Language: Python - Size: 97.7 KB - Last synced: 4 months ago - Pushed: about 3 years ago - Stars: 7 - Forks: 1
afraniomelo/pmPCA
PCA for multivariate statistical process monitoring.
Language: Python - Size: 4.88 KB - Last synced: 4 days ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 3
zggg1p/fault-detect
This project is to classify the state of the welding chip. Considering the complexity of the problem, only two classifications are carried out, namely normal and abnormal. Through the test of fully connected network, convolutional neural network and Fine-tuning Of Google Net, we found that fine-tuning of Google Net had the best effect, reaching the highest score of 70 out of a full score of 80.
Language: Python - Size: 38.1 KB - Last synced: 4 months ago - Pushed: over 2 years ago - Stars: 5 - Forks: 1
riteshghorse/gossipRPC
Fault Detection in Distributed System using Gossip Protocols. Team: Ritesh Ghorse, Shreyas Muralidhara, Tanvi Pandit.
Language: Python - Size: 1.13 MB - Last synced: 4 months ago - Pushed: about 3 years ago - Stars: 2 - Forks: 3
oierajenjo/Algorithms-Implementation
Fault detection in refrigeration systems implementing PCA-RBFN (Principal Component Analysis - Radial Basis Function Neural Network)
Language: Python - Size: 579 MB - Last synced: 4 months ago - Pushed: over 2 years ago - Stars: 1 - Forks: 1
Carleton-DBOM-Research-Group/ahuDoctor
ahuDoctor detects hard and soft faults in multiple zone VAV AHU systems
Language: MATLAB - Size: 49.3 MB - Last synced: 4 months ago - Pushed: over 2 years ago - Stars: 0 - Forks: 1
better-speeches/fault-tolerance-code
Size: 3.91 KB - Last synced: 4 months ago - Pushed: over 3 years ago - Stars: 0 - Forks: 1
ecorithm/eco_connect
A wrapper for connecting to Ecorithm's API Platform through Python
Language: Python - Size: 412 KB - Last synced: about 1 month ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0
heenasurve/Software-Architecture
Language: Java - Size: 311 MB - Last synced: 4 months ago - Pushed: about 2 years ago - Stars: 0 - Forks: 1