Research on Logistic Warehouse Scheduling Management With IoT and Human-Machine Interface

Research on Logistic Warehouse Scheduling Management With IoT and Human-Machine Interface

Lanjing Wang, Alfred Daniel J., Thanjai Vadivel
DOI: 10.4018/IJISSCM.305846
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Abstract

The automated deployment of the internet of things (IoT) and the human-machine interface provides the best advancement for dispersed warehouse scheduling management (WSM). In this paper, superior data systematic move toward warehouse scheduling management (WSM) has been suggested using the computational method to allow smart logistics. Furthermore, this paper introduces the human-machine interface framework (HMI) using IoT for collaborative warehouse order fulfillment. It consists of a layer of physical equipment, an ambient middleware network, a framework of multi-agents, and source planning. This approach is chosen to enhance the reaction capabilities of decentralized warehouse scheduling management in a dynamic environment. The simulation outcome has been performed, and the suggested method realizes a high product delivery ratio (96.5%), operational cost (94.9%), demand prediction ratio (96.5%), accuracy ratio (98.4%), and performance ratio (97.2%).
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1. Introduction

To maximize efficiency and respond accordingly to changing consumer demands, effective product design, manufacturing, packaging, and delivery is needed (Kumar et al, 2020). The potential logistics of physical items are delivered, handled, preserved, distributed, recognized, and used across the globe in the form of industry digital Internet should be transformed to make it feasible for better logistics performance, resilience, and replicated physical networks. The Internet of Things (IoT) links and interacts with industry-relevant objects such as components, devices, equipment, goods, and real Internet container (Bodkhe et al, 2020). It is possible to track and control all related products to allow producers to know the trends and results (Al-Turjman et al, 2020). The industry can be defined as the increasing digitalization and computerization of the developed process with decentralized intelligent decision-making or a modern supply chain that allows contact between goods, the industry, and business associates (Al-Turjman et al, 2019). By embracing IoT, information, and resources for the next development model, business reflects the emerging fourth industrial revolution (Al-Turjman et al, 2020). In the communication of the real and practical worlds, decentralized propensity assists in building smart networks and refine autonomous procedures, marking a significant new step in advancing the sector (Ponis et al, 2020). Industrial manufacturing equipment is no longer virtuously a development creation, and the item interacts with the machinery to express it exactly what to do. Industry uses a Bluetooth or sensor module among the latest manufacturing techniques (Mistry et al, 2020). Smart manufacturing methods pave the way to an innovative technology world, will drastically change commerce and manufacture cost restraints and marketing strategies (Dannapfel et al, 2020).

A Human-Machine Interface (HMI) is a dashboard or consumer interface for connecting an individual to software, system, or gadget (Younan et al, 2020). However, the expression can potentially be applied to any screen that enables a consumer to converse with a workstation (Rojas et al, 2019). HMI is widely used in the intelligence of a developed role in the industry (Molano et al, 2018). The key communication stage between the user and a computer or procedure is HMI (Bruzzone et al, 2019 ; Sathishkumar et al, 2020). A well-designed HMI framework does more than present control features and data (Krdžalić et al, 2019). It supports an operator with active output functions, reviews the consequences of those activities, and performance statistics for the framework (Gaber et al, 2018: Majstorovic et al, 2018). Human Machine Interface (HMI) in industrial optimization's modern information technology field is an important concept (Elhoseny, 2020). Technological advancements have moved the limits of automation inside industrial warehouses and processing plants back to almost flawless operations (Mostafa et al, 2019 ; Younan et al, 2019). With the beginning of the Internet of Things (IoT) and the desire to fully automate processes, HMIs are becoming more significant (Pane et al, 2019). IoT, perhaps not a device, will perform in the way needed by an HMI (Ma et al,2017; Azgomi et al, 2019).

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