Application of medical material inventory model under deep learning in supply planning of public emergency

B Huang, W Gan, Z Li - IEEE Access, 2021 - ieeexplore.ieee.org
… of deep learning algorithms are utilized to address the above problems. A deep learning-…
Results suggest that the medical supplies management model based on deep learning can …

Demand forecasting in supply chain management using different deep learning methods

A Husna, SH Amin, B Shah - … and order planning in supply chains …, 2021 - igi-global.com
Deep architectures can be supervised or … Deep learning techniques are novel and useful
methods for obtaining accurate forecasts in SCM. However, diverse deep learning techniques …

Applications of deep learning into supply chain management: a systematic literature review and a framework for future research

F Hosseinnia Shavaki… - Artificial Intelligence …, 2023 - Springer
… interest in the application of Deep Learning (a class of machine learning algorithms) in SCM…
reviewing a set of 43 papers about applications of Deep Learning (DL) methods to the SCM, …

A cross-temporal hierarchical framework and deep learning for supply chain forecasting

S Punia, SP Singh, JK Madaan - Computers & Industrial Engineering, 2020 - Elsevier
… In supply chain forecasting, the Tt emphasis is primarily on the accuracy while coherency
of … forecasts at all levels of a retail supply chain. A deep learning method, the long-short-term-…

Deep learning-based model predictive control for real-time supply chain optimization

J Wang, CLE Swartz, K Huang - Journal of Process Control, 2023 - Elsevier
… -time supply chain optimization … Supply Chain 4.0, a real-time control technique is needed.
To this end, this article investigates a deep learning-based explicit MPC technique for supply

Deep learning and machine intelligence for operational management of strategic planning

AK Sharma, P Singh, P Vats, D Jain - Proceedings of Third International …, 2022 - Springer
… the context of IoT and monitors across the supply chain, allowing users to gather information
learning. Many studies show that AI has indeed been widely implemented in supply chain …

Application of medical supply inventory model based on deep learning and big data

L Liu, G Zhu, X Zhao - … Journal of System Assurance Engineering and …, 2022 - Springer
… The existing management structure of medical supply inventory (MSI) is not sufficiently … of
medical supply stock control in public security emergencies. Therefore, deep learning and big …

Advanced deep learning approaches to predict supply chain risks under COVID-19 restrictions

MM Bassiouni, RK Chakrabortty, OK Hussain… - Expert Systems with …, 2023 - Elsevier
… an unprecedented predicament for global supply chains (SCs). … Thenceforth, this paper
proposes a few Deep Learning (DL) … decision-makers to predict supply chain risks proactively to …

[PDF][PDF] Demand forecasting model using deep learning methods for supply chain management 4.0

L Terrada, M El Khaili, H Ouajji - International Journal of …, 2022 - researchgate.net
… According to the findings, we assume that LSTM and ARIMA are the most efficient Deep
Learning methods to warrant a high accuracy level for demand forecasting in the Supply Chain …

A supplier selection & order allocation planning framework by integrating deep learning, principal component analysis, and optimization techniques

S Islam, SH Amin, LJ Wardley - Expert Systems with Applications, 2024 - Elsevier
… In this research, the SSOA planning for a Canadian meat processing company is considered…
Among the licenced red meat plants, a few plants supply the three types of red meat, …