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Teera Inprasit.. Extending of Odoo, an open source ERP, with machine learning capability for inventory management module. Master's Degree(Electrical and Software Systems Engineering (International Program)). King Mongkut's University of Technology North Bangkok. Central Library. : King Mongkut's University of Technology North Bangkok, 2017.
Extending of Odoo, an open source ERP, with machine learning capability for inventory management module
Name: Teera Inprasit.
keyword:
Odoo.
LCSH:
Machine learning.
LCSH:
Buffer inventories.
Abstract:
Odoo, an open source ERP system, can help a company operates efficiently using its various apps and modules. One of those modules is an inventory management module, whose purpose is to provide a solution for a company to keep track of its inventory and to provide early warning if the inventory of any product drops below a set minimum amount. This amount is called the reorder point (ROP). This thesis aims to determine the optimal ROP by training an artificial neural network (ANN), which is a machine learning technique, using a publicly available inventory dataset, and to extend the inventory management module of Odoo using the trained ANN. MATLAB R2016a is used to train the ANN and package the ANN into a Python library package for usage in extending Odoo. The best ANN is trained using the MATLAB training algorithm trainbr. The ANN is used to successfully extend the inventory management module of Odoo. This is a good basis for further research into improving the process and the efficiency of determining the optimal ROP within the Odoo system
King Mongkut's University of Technology North Bangkok. Central Library
Address:
BANGKOK
Email:
library@kmutnb.ac.th
Name: Sansiri Tanachutiwat
Role:
Thesis advisors.
Email :
sansiri.t.sse@tggs-bangkok.org)
Created:
2017
Modified:
2020-10-06
Issued:
2020-10-06
วิทยานิพนธ์/Thesis
application/pdf
eng
DegreeName: Master of Engineering
Level: Master's Degree
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RightsAccess:
ใช้เวลา
0.02652 วินาที
Teera Inprasit.
| Title | Contributor | Type |
|---|---|---|
| Extending of Odoo, an open source ERP, with machine learning capability for inventory management module
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Teera Inprasit. | Sansiri Tanachutiwat | วิทยานิพนธ์/Thesis |
Sansiri Tanachutiwat