Merge pull request #34 from afraniomelo/main

sci article

CITATION.bib

@@ -0,0 +1,13 @@
+@article{melo_bibmon_2024,
+	title = {{BibMon}: {An} open source {Python} package for process monitoring, soft sensing, and fault diagnosis},
+	issn = {2772-5081},
+	shorttitle = {{BibMon}},
+	url = {https://www.sciencedirect.com/science/article/pii/S2772508124000449},
+	doi = {10.1016/j.dche.2024.100182},
+	journal = {Digital Chemical Engineering},
+	author = {Melo, Afrânio and Lemos, Tiago S. M. and Soares, Rafael M. and Spina, Deris and Clavijo, Nayher and Campos, Luiz Felipe de O. and Câmara, Maurício Melo and Feital, Thiago and Anzai, Thiago K. and Thompson, Pedro H. and Diehl, Fábio C. and Pinto, José Carlos},
+	month = sep,
+	year = {2024},
+	keywords = {Fault detection and diagnosis, Machine learning, Open source, Process monitoring, Soft sensor},
+	pages = {100182},
+}

README.md

@@ -11,7 +11,7 @@
 
 `BibMon` (from the Portuguese ***Bib**lioteca de **Mon**itoramento de Processos*, or Process Monitoring Library) is a Python package that provides deviation-based predictive models for fault detection, soft sensing, and process condition monitoring.
 
-For further information, please refer to the [documentation](https://bibmon.readthedocs.io/) or to the [preprint of the scientific publication](https://drive.google.com/file/d/10DoNNA8gVeu2qtfjPuAbeFnwDWy_Xkzn/view?usp=sharing) detailing `BibMon`.
+For further information, please refer to the [documentation](https://bibmon.readthedocs.io/) or to the [scientific publication](https://www.sciencedirect.com/science/article/pii/S2772508124000449) detailing `BibMon`.
 
 Installation
 ----------------------

docs/source/sci_article.rst

@@ -1,4 +1,4 @@
 Scientific article
 -----------------------------
 
-A scientific article detailing the package structure, design philosophy and main features can be accessed in `this link <https://drive.google.com/file/d/10DoNNA8gVeu2qtfjPuAbeFnwDWy_Xkzn/view?usp=sharing>`_.
+A scientific article detailing the package structure, design philosophy and main features can be accessed in `this link <https://www.sciencedirect.com/science/article/pii/S2772508124000449>`_.

setup.py

@@ -29,7 +29,7 @@
     name='bibmon',
     description='Library with routines for data-driven process monitoring.',
     license='Apache 2.0',
-    version='1.1.1',
+    version='1.1.3',
     long_description=README,
     long_description_content_type='text/markdown',
     url='https://github.com/petrobras/bibmon',