PIA - A Concept for a Personal Information Assistant for Data Analysis and Machine Learning in industrial application
PIA is a concept for a personal information assistant for data analysis and machine learning in industrial application. It has been first introduced on the NFDI4Ing Conference 2022 ( https://zenodo.org/record/7362038/files/798_PIA-A_concept_for_a_personal_Information_Assistant_for_Data_Analysis.pdf?download=1 ).
The corresponding journal paper with detailed explaination has been submitted to the journal Ing.grid.
The concept has been developed as part of a cooperation between the Lab for Measurement Technology and the Chair of Assembly Systems within the framework of the ERDF project "Messtechnisch gestützte Montage" and the follow-up project" "iTecPro – Erforschung und Entwicklung von innovativen Prozessen und Technologien für die Produktion der Zukunft". Future development is carried out in the project "NFDI4Ing – the National Research Data Infrastructure for Engineering Sciences", funded by the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) – 442146713.
Developers: Christopher Schnur, Tanja Dorst, Steffen Klein, Anne Blum, Kapil Deshmukh, Sarah Zimmer, Philipp Litzenburger, Tizian Schneider, Lennard Margies, Dr. Leonie Mende, Prof. Dr. Rainer Müller and Prof. Dr. Andreas Schütze.
This project was generated with Angular CLI version 13.3.4.
Install a virtual environment like VMWare or Virtual Box with 30 GB storage ( https://www.virtualbox.org/wiki/Downloads ).
Install ubuntu (Preferably the latest LTS version https://ubuntu.com/download/desktop ).
Install vs code or any editor you prefer.
Install node js: sudo apt install nodejs
Install node package manager: sudo apt install npm
Install Angular Cli: sudo npm install -g @angular/[email protected]
Clone this git repository to you machine with git clone https://github.com/ZeMA-gGmbH/-PIA.git
Navigate to the root folder of the project (e.g. by using cd ./-PIA) and run the command npm install, this will install all the dependencies from the package.json file.
Run ng serve (in the root folder .../-PIA) for a dev server. Navigate to http://localhost:4200/ in your browser to use PIA.
The application will automatically reload if you change any of the source files.
Run ng generate component component-name to generate a new component. You can also use ng generate directive|pipe|service|class|guard|interface|enum|module.
Run ng build to build the project. The build artifacts will be stored in the dist/ directory.
Run ng test to execute the unit tests via Karma.
Run ng e2e to execute the end-to-end tests via a platform of your choice. To use this command, you need to first add a package that implements end-to-end testing capabilities.
To get more help on the Angular CLI use ng help or go check out the Angular CLI Overview and Command Reference page.