دورية أكاديمية
Precision Livestock Farming IT Support Model for the Poultry Industry
| العنوان: | Precision Livestock Farming IT Support Model for the Poultry Industry |
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| المؤلفون: | Ņikitenko, Agris, Bāliņa, Signe, Dubrovskis, Andrejs, Andersone, Ilze, Birzniece, Ilze |
| المصدر: | Complex Systems Informatics and Modeling Quarterly; No 32 (2022): Complex Systems Informatics and Modeling Quarterly; 44-54 ; 2255-9922 |
| بيانات النشر: | Riga Technical University |
| سنة النشر: | 2022 |
| المجموعة: | The Scientific Journal of Riga Technical University |
| مصطلحات موضوعية: | Precision Livestock Farming, Poultry, Parametrized Model |
| الوصف: | The presented work proposes a practical approach to bird weight data processing and augmentation to enable production outcome forecast model training, which contributes to higher productivity. We suggest using the parametrized model, where parameter values are found through genetic optimization and thus are closely corresponding to broiler body weight factual measurements. The proposed approach is implemented as a stand-alone software system, exposing the models through containerized web services enabling different use scenarios. |
| نوع الوثيقة: | article in journal/newspaper |
| وصف الملف: | application/pdf |
| اللغة: | English |
| العلاقة: | https://csimq-journals.rtu.lv/article/view/csimq.2022-32.03/3018Test; https://csimq-journals.rtu.lv/article/view/csimq.2022-32.03Test |
| DOI: | 10.7250/csimq.2022-32.03 |
| الإتاحة: | https://doi.org/10.7250/csimq.2022-32.03Test https://csimq-journals.rtu.lv/article/view/csimq.2022-32.03Test |
| حقوق: | Copyright (c) 2022 Agris Ņikitenko, Signe Bāliņa, Andrejs Dubrovskis, Ilze Andersone, Ilze Birzniece ; https://creativecommons.org/licenses/by/4.0Test |
| رقم الانضمام: | edsbas.1345E212 |
| قاعدة البيانات: | BASE |
| DOI: | 10.7250/csimq.2022-32.03 |
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