全部 标题 作者
关键词 摘要

OALib Journal期刊
ISSN: 2333-9721
费用:99美元

查看量下载量

相关文章

更多...

Intelligent Decision-Making in Warehouse Management: How AI Automation Improves Inventory Tracking, Order Fulfillment, and Logistics Efficiency Compared to Drone Technology

DOI: 10.4236/ica.2024.151001, PP. 1-8

Keywords: Warehouse Management, Artificial Intelligence, Automation, Inventory Management, Order Fulfillment

Full-Text   Cite this paper   Add to My Lib

Abstract:

This paper analyzes how artificial intelligence (AI) automation can improve warehouse management compared to emerging technologies like drone usage. Specifically, we evaluate AI’s impact on crucial warehouse functions—inventory tracking, order fulfillment, and logistics efficiency. Our findings indicate AI automation enables real-time inventory visibility, optimized picking routes, and dynamic delivery scheduling, which drones cannot match. AI better leverages data insights for intelligent decision-making across warehouse operations, supporting improved productivity and lower operating costs.

References

[1]  Labib, N.S., Brust, M.R., Danoy, G. and Bouvry, P. (2021) The Rise of Drones in the Internet of Things: A Survey on Uncrewed Aerial Vehicles’ Evolution, Prospects, and Challenges. IEEE Access, 9, 115466-115487.
https://doi.org/10.1109/ACCESS.2021.3104963
[2]  Kilimci, Z.H., Akyuz, A.O., Uysal, M., Akyokus, S., Uysal, M.O., Atak Bulbul, B. and Ekmis, M.A. (2019) An Improved Demand Forecasting Model Using a Deep Learning Approach and Proposed Decision Integration Strategy for the Supply Chain. Complexity, 2019, Article ID: 9067367.
https://doi.org/10.1155/2019/9067367
[3]  Merkert, R. and Bushell, J. (2020) Managing the Drone Revolution: A Systematic Literature Review into the Current Use of Airborne Drones and Future Strategic Directions for Their Effective Control. Journal of Air Transport Management, 89, 101929.
https://doi.org/10.1016/j.jairtraman.2020.101929
[4]  Ren, S., Zhao, X., Huang, B., Wang, Z. and Song, X. (2019) A Framework for Shopfloor Material Delivery Based on Real-Time Manufacturing Big Data. Journal of Ambient Intelligence and Humanized Computing, 10, 1093-1108.
https://doi.org/10.1007/s12652-018-1017-7
[5]  Pakrooh, R. and Bohlooli, A. (2021) A Survey on Unmanned Aerial Vehicles-Assisted Internet of Things: A Service-Oriented Classification. Wireless Personal Communications, 119, 1541-1575.
https://doi.org/10.1007/s11277-021-08294-6
[6]  Pasha, J., Elmi, Z., Purkayastha, S., Fathollahi-Fard, A.M., Ge, Y.E., Lau, Y.Y. and Dulebenets, M.A. (2022) The Drone Scheduling Problem: A Systematic State-of-the-Art Review. IEEE Transactions on Intelligent Transportation Systems, 23, 14224-14247.
https://doi.org/10.1109/TITS.2022.3155072
[7]  Seyedan, M. and Mafakheri, F. (2020) Predictive Big Data Analytics for Supply Chain Demand Forecasting: Methods, Applications, and Research Opportunities. Journal of Big Data, 7 1-22.
https://doi.org/10.1186/s40537-020-00329-2
[8]  Lee, J., Chua, P.C., Chen, L., Ng, P.H.N., Kim, Y., et al. (2023) Key Enabling Technologies for Intelligent Automotive Factories: Status and Applications. International Journal of Precision Engineering and Manufacturing, 1, 94-105.
https://doi.org/10.57062/ijpem-st.2022.0017
[9]  Srivastava, A. and Prakash, J. (2023) Internet of Low-Altitude UAVs (IoLoUA): Methodical Modeling on the Integration of the Internet of “Things” with “UAV” Possibilities and Tests. Artificial Intelligence Review, 56, 2279-2324.
https://doi.org/10.1007/s10462-022-10225-1
[10]  Skorup, B. (2020) Which States Are Prepared for the Drone Industry? A 50-State Report Card.
https://doi.org/10.2139/ssrn.3561793
[11]  Mejias, R.A. (2020) Case Study: The Effect of Pallet Design on the Performance of Semi-Automatic and Fully-Automatic Warehouses. Doctoral Dissertation, Virginia Tech, Blacksburg.
[12]  Nishar, S. (2023) Enhancing Operational Efficiency: Exploring the Integration of SOPs Using Virtual Reality and Smart Glasses Technology in Food Manufacturing. Intelligent Control and Automation, 14, 37-44.
https://doi.org/10.4236/ica.2023.143003

Full-Text

comments powered by Disqus

Contact Us

service@oalib.com

QQ:3279437679

WhatsApp +8615387084133

WeChat 1538708413