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A New Model for Determining the Price of Product Distribution Based on Fuzzy Logic 基于模糊逻辑的产品分销价格确定新模型
Q1 Business, Management and Accounting Pub Date : 2023-09-13 DOI: 10.3390/logistics7030062
Predrag Grozdanović, Anđela Gligorijević, Milan Andrejić, Miloš Nikolić, Milorad Kilibarda
Background: Distribution is a very important part of logistics and an activity that is present in every area today. One of the basic problems in distribution is how to correctly determine its price. For this reason, this paper presents a model created to determine the price of the product distribution service. Methods: The model first determines the base of the distribution price, which consists of a fixed and a variable part. The fixed part depends on the distance traveled, and the variable part is defined by fuzzy logic. To determine the variable part, a fuzzy logic system was created that depends on four input variables: inaccessibility of the client’s location, driving time, quantity of goods, and unloading time. The reason for applying fuzzy logic is its ability to set the distribution price for each client individually, without generalization. Certain criteria that affect the distribution price such as type of vehicle, quality of service, and type of goods, which could not be represented by fuzzy numbers, were considered as additional corrective factors. Results: The model was tested on hypothetical examples created by the authors from this field and on examples of company that provide distribution services. In the case study, a comparison was made between the distribution price obtained by applying the created fuzzy logic model and the price defined by the model used by the company "X". Conclusions: The model created in this way enables easy adaptation to constant changes in the prices of oil derivatives due to the COVID-19 pandemic and the war but also considers various unpredictable circumstances that may occur during delivery such as roadworks, crowds, vehicle breakdown, location inaccessibility due to bad weather, etc.
背景:配送是物流的一个非常重要的组成部分,也是今天在每个地区都存在的一项活动。分销中的一个基本问题是如何正确地确定其价格。为此,本文提出了一个确定产品配送服务价格的模型。方法:该模型首先确定配电网价格基数,配电网价格基数由固定部分和可变部分组成。固定部分取决于移动距离,可变部分由模糊逻辑定义。为了确定可变部分,创建了一个模糊逻辑系统,该系统依赖于四个输入变量:客户位置的不可达性、驾驶时间、货物数量和卸货时间。应用模糊逻辑的原因是它能够为每个客户单独设置分配价格,而不需要泛化。影响配送价格的车辆类型、服务质量、商品类型等不能用模糊数表示的标准被考虑为附加的修正因素。结果:该模型在该领域作者创建的假设示例和提供分销服务的公司示例上进行了测试。在案例研究中,将应用所建立的模糊逻辑模型得到的配电价格与X公司使用的模型定义的价格进行了比较。结论:以这种方式创建的模型可以很容易地适应由于COVID-19大流行和战争导致的石油衍生品价格的不断变化,但也考虑了交付过程中可能发生的各种不可预测的情况,如道路施工、人群、车辆故障、恶劣天气导致的地点无法到达等。
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引用次数: 0
Transformative Procurement Trends: Integrating Industry 4.0 Technologies for Enhanced Procurement Processes 变革采购趋势:整合工业4.0技术以增强采购流程
Q1 Business, Management and Accounting Pub Date : 2023-09-13 DOI: 10.3390/logistics7030063
Areej Althabatah, Mohammed Yaqot, Brenno Menezes, Laoucine Kerbache
Background: the advent of Industry 4.0 (I4.0) innovations has revolutionized supply chain management through technologies like the Internet of Things (IoT) and Artificial Intelligence (AI) integrated into procurement processes. Methods: this study addresses a critical knowledge gap by conducting a comprehensive review of 111 papers sourced from the Scopus database. These papers are classified into seven sub-themes encompassing I4.0 or procurement 4.0 (P4.0), big data, IoT, additive manufacturing, blockchain, e-procurement, and AI. Results: the investigation reveals that I4.0 technologies, particularly e-procurement and blockchain, have garnered substantial attention. Such technologies offer diverse value propositions, encompassing streamlined supplier evaluation, lead time reduction, cost optimization, and enhanced data security. Conclusion: the paper underscores pivotal trends and insights for the evolution of Procurement 4.0, illuminating a path toward more efficient supply chain management.
背景:工业4.0 (I4.0)创新的出现,通过将物联网(IoT)和人工智能(AI)等技术集成到采购流程中,彻底改变了供应链管理。方法:本研究通过对来自Scopus数据库的111篇论文进行全面审查,解决了一个关键的知识缺口。这些论文分为七个子主题,包括工业4.0或采购4.0 (P4.0)、大数据、物联网、增材制造、区块链、电子采购和人工智能。结果:调查显示,工业4.0技术,特别是电子采购和区块链,已经获得了大量关注。这些技术提供了多种价值主张,包括简化供应商评估、缩短交货时间、优化成本和增强数据安全性。结论:本文强调了采购4.0演进的关键趋势和见解,为更高效的供应链管理指明了道路。
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引用次数: 1
Order Picking Problem: A Model for the Joint Optimisation of Order Batching, Batch Assignment Sequencing, and Picking Routing 订单拣选问题:订单批处理、批分配排序和拣选路线的联合优化模型
Q1 Business, Management and Accounting Pub Date : 2023-09-11 DOI: 10.3390/logistics7030061
Antonio Maria Coruzzolo, Francesco Lolli, Elia Balugani, Elisa Magnani, Miguel Afonso Sellitto
Background: Order picking is a critical activity in end-product warehouses, particularly using the picker-to-part system, entail substantial manual labor, representing approximately 60% of warehouse work. Methods: This study develops a new linear model to perform batching, which allows for defining, assigning, and sequencing batches and determining the best routing strategy. Its goal is to minimise the completion time and the weighted sum of tardiness and earliness of orders. We developed a second linear model without the constraints related to the picking routing to reduce complexity. This model searches for the best routing using the closest neighbour approach. As both models were too complex to test, the earliest due date constructive heuristic algorithm was developed. To improve the solution, we implemented various algorithms, from multi-start with random ordering to more complex like iterated local search. Results: The proposed models were tested on a real case study where the picking time was reduced by 57% compared to single-order strategy. Conclusions: The results showed that the iterated local search multiple perturbation algorithms could successfully identify the minimum solution and significantly improve the solution initially obtained with the heuristic earliest due date algorithm.
背景:拣货是终端产品仓库中的一项关键活动,特别是使用拣货到零件系统,需要大量的体力劳动,约占仓库工作的60%。方法:本研究开发了一个新的线性模型来执行批处理,该模型允许对批进行定义、分配和排序,并确定最佳路由策略。它的目标是最小化完成时间以及延迟和提前订单的加权总和。我们开发了第二个线性模型,没有与拣选路线相关的约束,以降低复杂性。该模型使用最近邻方法搜索最佳路由。由于两种模型都过于复杂而难以测试,因此开发了最早到期日建设性启发式算法。为了改进解决方案,我们实现了各种算法,从随机排序的多启动到更复杂的迭代局部搜索。结果:提出的模型在一个真实的案例研究中进行了测试,其中采摘时间与单订单策略相比减少了57%。结论:结果表明,迭代局部搜索多重扰动算法能够成功地识别出最小解,并显著改善启发式最早到期日算法的初始解。
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引用次数: 0
International Transportation Mode Selection through Total Logistics Cost-Based Intelligent Approach 基于总物流成本的国际运输方式选择
IF 3.8 Q1 Business, Management and Accounting Pub Date : 2023-09-07 DOI: 10.3390/logistics7030060
Rushikesh A. Patil, A. Patange, S. Pardeshi
Background: International transportation has grown substantially, causing total logistics costs (TLCs) to rise. Companies are increasingly striving for their reduction. The most crucial factor affecting TLCs is the transportation mode, and its appropriate selection has become vital for firms. Maritime transport is the most preferred mode for international shipments, while air transport is also increasingly preferred due to the rise in underweight and high-frequency shipments, the expectation of reduced delivery times, and inventory costs. However, a thorough comparative analysis is necessary for the selection. Methods: This paper proposes an intelligent approach based on TLCs. Non-linear optimization is adopted for regular replenishment, while maching-learning classifiers are employed to establish a decision boundary for the chargeable weight of shipments. Conclusions: The study assists in decision making and also establishes a country-wide threshold, highlighting the importance of a country-based logistics strategy. The paper successfully establishes the trends and relations between logistics parameters, which assists the logistics decision making. Research identifies the gaps in the existing literature and bridges them by addressing the required concerns.
背景:国际运输大幅增长,导致总物流成本上升。公司越来越多地努力减少成本。影响TLC的最关键因素是运输方式,其适当选择对企业来说至关重要。海运是国际货运最首选的方式,而空运也越来越受欢迎,因为重量轻和高频货运的增加、交货时间缩短的预期以及库存成本。然而,对选择进行彻底的比较分析是必要的。方法:本文提出了一种基于TLCs的智能方法。定期补货采用非线性优化,而机械学习分类器用于建立货物收费重量的决策边界。结论:该研究有助于决策,也建立了一个全国性的阈值,强调了基于国家的物流战略的重要性。本文成功地建立了物流参数之间的趋势和关系,有助于物流决策。研究发现了现有文献中的差距,并通过解决所需的问题来弥补这些差距。
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引用次数: 1
Identifying an Optimal Model for Blockchain Technology Adoption in the Agricultural Sector 确定农业部门采用区块链技术的最佳模型
IF 3.8 Q1 Business, Management and Accounting Pub Date : 2023-09-05 DOI: 10.3390/logistics7030059
Peter Sasitharan Gandhi Maniam, Catherine Prentice, Anne-Marie Sassenberg, J. Soar
Background: Blockchain adoption in agriculture is facing challenges. Some of its key challenges include lack of regulatory framework and unclear policies. Methods: This quantitative research based on a survey aims to examine the factors that influence blockchain implementation in the agricultural sector. Several theories including the technology acceptance model (TAM), the theory of planned behaviour (TPB), and the technology readiness index (TRI) were drawn upon to determine the factors influencing Blockchain adoption. The study was undertaken in Australia with 358 agricultural supply chain experts. Results: A range of novel findings were generated. While perceived usefulness, perceived ease of use, and attitude positively influenced Blockchain adoption, discomfort and insecurity were considered deterrents. Conclusions: The results can be used by relevant practitioners to improve the supply chain management for agriculture business. The findings can also inform a new direction for the research on the agricultural supply chain and the literature on logistics.
背景:区块链在农业中的应用面临着挑战。它面临的一些关键挑战包括缺乏监管框架和政策不明确。方法:本定量研究基于一项调查,旨在探讨影响区块链在农业部门实施的因素。利用技术接受模型(TAM)、计划行为理论(TPB)和技术准备指数(TRI)等理论来确定影响区块链采用的因素。这项研究是由358名农业供应链专家在澳大利亚进行的。结果:产生了一系列新的发现。虽然感知有用性、感知易用性和态度对区块链的采用有积极影响,但不适和不安全感被认为是阻碍因素。结论:研究结果可为相关从业人员改进农业企业供应链管理提供参考。研究结果也为农业供应链研究和物流文献研究提供了新的方向。
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引用次数: 0
Risk Analysis of Transport Requalification Projects in the Urban Mobility Problem Caused by a Mining Disaster 矿难引发的城市交通问题中交通资质项目的风险分析
IF 3.8 Q1 Business, Management and Accounting Pub Date : 2023-09-04 DOI: 10.3390/logistics7030058
M. E. Fontana, N. Levino, José Leão, Patrícia Guarnieri, Emerson Philipe Sinesio
Background: This paper proposes a risk analysis of transport requalification projects in the urban mobility problem caused by a mining disaster related to irregular rock salt extraction in the city of Maceió, Brazil. Methods: The model is composed of three main steps: problem definition, risk management, and decision analysis. For this purpose, we used the Picture Fuzzy-Delphi method for data collection and experts’ judgment elicitation and the Delphi method was used to assess the problem without interference from others. In addition, we used Picture Fuzzy Sets (PFSs) to incorporate uncertain information in the decision-making process. Results: The results of the proposed model demonstrated consistency and relevance to the discussion. The application of methods shows the risks of the project based on a general perspective. It evaluates the sustainability tripod: economic, environmental, and social points of view, assessing the occurrence risk and intensity of the risk. Conclusions: The main objective of the work was achieved; however, some limitations of this study are related to the methods used to assess risks and the options of projects of requalification available at the moment of data analysis. This paper contributes because it systematizes the risk management of projects related to requalification in urban mobility.
背景:本文针对巴西Maceió市因不规则岩盐开采引起的矿难引发的城市交通问题,提出了交通再认证项目的风险分析。方法:该模型由问题定义、风险管理和决策分析三个主要步骤组成。为此,我们采用图片模糊-德尔菲法进行数据收集和专家判断的启发,并采用德尔菲法在不受他人干扰的情况下对问题进行评估。此外,我们使用图像模糊集(pfs)在决策过程中纳入不确定信息。结果:提出的模型的结果显示一致性和相关性的讨论。方法的应用显示了基于一般视角的项目风险。它从经济、环境和社会三个角度评估可持续性,评估发生风险和风险强度。结论:达到了工作的主要目的;然而,本研究的一些局限性与用于评估风险的方法和在数据分析时可用的再资格项目的选择有关。本文的贡献在于,它将城市交通再认证相关项目的风险管理系统化。
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引用次数: 0
Sport Logistics: Considerations on the Nexus of Logistics and Sport Management and Its Unique Features 体育物流:物流与体育管理的关系及其特色思考
IF 3.8 Q1 Business, Management and Accounting Pub Date : 2023-08-28 DOI: 10.3390/logistics7030057
Christoph Pott, C. Breuer, M. ten Hompel
Background: This paper is the first-ever discussion of sport logistics as an intersection of the academic disciplines of logistics and sport management. Methods: It reviews past literature and states that logistics in sport is widely overlooked in academic literature. It illustrates the importance and pervasive nature of logistics in the sport industry and questions how sport logistics can be positioned at the interface of logistics and sport management science. Both disciplines are contrasted under the common lens of Porter’s value chain. Results: Operations, organization and marketing are identified along with economics and strategy as areas of sport management (highly) involved with logistics. Sport logistics is defined as a research area dealing with storage and transportation issues in sport organizations. Conclusions: Based on a case example from practice, athlete equipment logistics, the authors elaborate on the unique characteristics of managing logistics in sport, e.g., low competition, personal relationships and high demand predictability. They call for a broader discourse on sport logistics in academia.
背景:本文是第一次讨论体育物流作为物流和体育管理学科的交叉。方法:回顾过去的文献,指出体育运动中的物流在学术文献中被广泛忽视。它说明了物流在体育产业中的重要性和普遍性,并提出了如何将体育物流定位于物流和体育管理科学的界面的问题。这两个学科在波特价值链的共同视角下进行了对比。结果:运营,组织和营销与经济和战略一起被确定为体育管理(高度)涉及物流的领域。体育物流是处理体育组织中储存和运输问题的研究领域。结论:以运动员装备物流为例,阐述了体育物流管理的独特特点,即低竞争、人际关系和高需求可预测性。他们呼吁在学术界对体育物流进行更广泛的讨论。
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引用次数: 0
Agroforestry Biomass Recovery Supply Chain Management: A More Efficient Information Flow Model Based on a Web Platform 农林生物质回收供应链管理:一种基于Web平台的高效信息流模型
IF 3.8 Q1 Business, Management and Accounting Pub Date : 2023-08-23 DOI: 10.3390/logistics7030056
Tiago Bastos, Leonor C. Teixeira, J. Matias, L. Nunes
Background: With the increasing societal focus on sustainability and the critical need for innovative energy solutions, this research emphasizes the undervalued biomass originating from waste products of agroforestry activities. The traditional practice of disposing of these waste products through open-air burning has led to environmental challenges and a tragic loss of their inherent energy potential. Methods: This study adopts a multifaceted approach, integrating literature reviews, expert interviews from both the academic and professional sectors, and surveys. The central focus is on understanding supply chain inefficiencies and communication gaps that contribute to waste and addressing them through the Lean philosophy, renowned for its waste reduction benefits. Results: Our research culminated in the development of a unique information management model based on a web application. Additionally, the study provides a theoretical groundwork for an application that backs the proposed model. Conclusions: The presented strategy and web-based model offer promising avenues for managing waste products from agroforestry activities more sustainably and efficiently. This approach not only addresses the environmental issues arising from waste disposal but also taps into the significant energy potential these waste products hold.
背景:随着社会对可持续性的日益关注和对创新能源解决方案的迫切需求,本研究强调了农林活动废物产生的生物量被低估。通过露天焚烧处理这些废物的传统做法带来了环境挑战,并严重丧失了其固有的能源潜力。方法:本研究采用多方面的方法,结合文献综述、学术界和专业界的专家访谈以及调查。重点是了解导致浪费的供应链效率低下和沟通差距,并通过以减少浪费而闻名的精益哲学来解决这些问题。结果:我们的研究最终开发了一个基于web应用程序的独特信息管理模型。此外,该研究为支持所提出的模型的应用程序提供了理论基础。结论:所提出的战略和基于网络的模式为更可持续、更有效地管理农林活动产生的废物提供了很有前景的途径。这种方法不仅解决了废物处理引起的环境问题,而且挖掘了这些废物所具有的巨大能源潜力。
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引用次数: 0
The Influence of Technologies in Increasing Transparency in Textile Supply Chains 技术对提高纺织供应链透明度的影响
IF 3.8 Q1 Business, Management and Accounting Pub Date : 2023-08-21 DOI: 10.3390/logistics7030055
Caterina Hauschild, Angelica Coll
Background: In the current political discourse, supply chain transparency is seen as a key to improving the working and environmental conditions within textile supply chains. Additionally, the use of technology is increasingly being regarded as a means of reducing complexity and increasing transparency within these supply chains. While much research has been conducted to understand the impact of the textile industry on sustainability and the impact of technology on the overall performance of the textile supply chains, little attention has been placed on the following question: How do technologies affect transparency within the textile supply chains? Methods: We conducted seven interviews with actors from the textile industry. Based on these collected data, the relevance of selected technologies for improving transparency is established and the challenges of their implementation and impact on the industry are assessed. Results: Digital technologies, such as blockchain, the Internet of Things and dialog platforms, are promising instruments for transparency, even though their current implementation is not ideal. Furthermore, great skepticism on platforms for reporting (audits and complaint systems) is still prevalent. Conclusions: Since the influence of transparency on sustainability is conditioned by the goal orientation with which the technologies are implemented and used, we propose a framework for the implementation of the selected technologies that account for the interaction between said technologies in the textile supply chains.
背景:在当前的政治话语中,供应链透明度被视为改善纺织供应链内工作和环境条件的关键。此外,技术的使用越来越被视为降低这些供应链复杂性和提高透明度的一种手段。虽然已经进行了大量研究来了解纺织业对可持续性的影响以及技术对纺织供应链整体绩效的影响,但很少关注以下问题:技术如何影响纺织供应链的透明度?方法:我们对纺织行业的演员进行了七次访谈。根据这些收集的数据,确定了选定技术对提高透明度的相关性,并评估了实施这些技术的挑战和对行业的影响。结果:区块链、物联网和对话平台等数字技术是很有前途的透明工具,尽管它们目前的实施并不理想。此外,对报告平台(审计和投诉系统)的极大怀疑仍然普遍存在。结论:由于透明度对可持续性的影响取决于技术实施和使用的目标导向,我们提出了一个实施选定技术的框架,该框架考虑了纺织品供应链中上述技术之间的相互作用。
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引用次数: 0
Waste Collection Optimisation: A Path to a Green and Sustainable City of Makkah 垃圾收集优化:通往绿色可持续城市麦加的道路
IF 3.8 Q1 Business, Management and Accounting Pub Date : 2023-08-17 DOI: 10.3390/logistics7030054
H. Algethami, Ghada Talat Alhothali
Background: Saudi Arabia is a leading country endorsing a sustainable future, from policymaking and investment to infrastructure development. One of the rising concerns in Saudi Arabia's Vision 2030 is solid waste management, especially in Makkah. The Solid Waste Collection Problem (SWCP) refers to the route optimisation of waste collection trucks visiting containers across various locations. Manually generated routes might contain some mistakes, and constructing and revising designed solutions can take a long time. Thus, there is a need to find optimal and fast solutions to this problem. Solving this problem demands tackling numerous routing constraints while aiming to minimise the operational cost. Since solid waste has a significant impact on the environment, reducing fuel consumption must be an objective. Methods: Thus, a mixed-integer programming model is proposed in this paper while using the time-oriented nearest neighbour heuristic. The goal is to investigate their performance on nine existing instances of SWCP in the city of Makkah. The proposed model is implemented in the Gurobi solver. The time-oriented nearest neighbour heuristic constructs the initial solution and is then re-optimised using Google OR-tools. Results: Using the greedy method to construct a solution for this problem generated better solutions when compared to the results obtained without the greedy method. Computational times are also improved by 55.7% on the problem instances. Conclusions: The findings confirm the competitive performance of the proposed method in terms of computational times and solution quality.
背景:从政策制定、投资到基础设施发展,沙特阿拉伯是一个支持可持续未来的领先国家。沙特阿拉伯《2030年愿景》中日益关注的问题之一是固体废物管理,尤其是在麦加。固体废物收集问题(SWCP)是指废物收集卡车在不同地点访问集装箱的路线优化。手动生成的路线可能包含一些错误,构建和修改设计的解决方案可能需要很长时间。因此,需要找到这个问题的最佳且快速的解决方案。解决这个问题需要解决众多的路由限制,同时将运营成本降至最低。由于固体废物对环境有重大影响,减少燃料消耗必须是一个目标。方法:利用面向时间的最近邻启发式算法,提出了一个混合整数规划模型。目标是调查他们在麦加市现有的九个SWCP实例中的表现。所提出的模型在Gurobi求解器中实现。面向时间的最近邻启发式构建初始解决方案,然后使用Google OR工具进行重新优化。结果:与不使用贪婪方法获得的结果相比,使用贪婪方法构造该问题的解决方案会产生更好的解决方案。问题实例的计算时间也提高了55.7%。结论:研究结果证实了所提出的方法在计算时间和求解质量方面的竞争性能。
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引用次数: 1
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Logistics-Basel
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