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2015 International Conference on Industrial Engineering and Systems Management (IESM)最新文献

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Cost and benefit analysis of supplier risk mitigation in an aerospace Supply chain 航空航天供应链中供应商风险缓解的成本效益分析
Abroon Qazi, J. Quigley, Alex Dickson, B. Gaudenzi, Şule Önsel Ekici
Risk identification and risk estimation are important stages of any risk management process. Existing research in Supply chain risk management has mainly focused on these two stages whereas risk evaluation has not been fully explored which is an equally significant stage involving evaluation of different risk mitigation strategies. The main purpose of this paper is to propose a method of evaluating different mitigation strategies through cost and benefit analysis. The proposed method introduces a unique concept of integrating cost and relative impact of different combinations of mitigation strategies within a network setting of interconnected risk triggers, risk factors and risk mitigation strategies. We have applied our method on a case study that was conducted in an aerospace supply chain. Our approach is useful in identifying an optimal combination of mitigation strategies against a given budget constraint. Furthermore, the model can also be used for determining such strategies in relation to a given level of risk exposure. We have incorporated NoisyOR function within the Bayesian Network model in order to reduce the complexity involved in eliciting a huge number of conditional probability values.
风险识别和风险评估是任何风险管理过程的重要阶段。现有的供应链风险管理研究主要集中在这两个阶段,而风险评估尚未得到充分的探讨,风险评估是一个同样重要的阶段,涉及评估不同的风险缓解策略。本文的主要目的是通过成本和效益分析提出一种评估不同缓解策略的方法。拟议的方法引入了一个独特的概念,即在相互关联的风险触发因素、风险因素和风险缓解战略的网络环境中,综合不同缓解战略组合的成本和相对影响。我们已经将我们的方法应用于一个航空航天供应链的案例研究。我们的方法有助于确定针对给定预算约束的缓解策略的最佳组合。此外,该模型还可用于确定与给定风险暴露水平相关的此类策略。我们在贝叶斯网络模型中加入了NoisyOR函数,以减少提取大量条件概率值所涉及的复杂性。
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引用次数: 3
Modelling project complexity driven risk paths in new product development 在新产品开发中建模项目复杂性驱动的风险路径
Abroon Qazi, J. Quigley, Alex Dickson, K. Kirytopoulos
Project complexity has been extensively explored in the literature because of its major contribution towards the failure of major projects in terms of cost and time overruns. Researchers have identified important factors that contribute to the project complexity and validated their findings through case studies. Few studies have even focused on developing tools for evaluating the project complexity. However, existing research has not explored an important aspect of linking project complexity to different types of project and supply chain risks. We propose a framework for establishing risk paths across project complexity elements, project and supply chain risks, and resulting consequences. Project complexity elements are the knowns at the commencement stage of a project whereas project and supply chain risks are the uncertainties that might realize within the life cycle of the project. We demonstrate application of our proposed framework through a simple simulation example using Bayesian Belief Network. The method can be an important contribution to the literature and beneficial to the practitioners in terms of introducing a new perspective of investigating causal paths of interacting project complexity elements and risks.
项目复杂性在文献中被广泛探讨,因为它在成本和时间超支方面对重大项目失败的主要贡献。研究人员已经确定了导致项目复杂性的重要因素,并通过案例研究验证了他们的发现。很少有研究关注于开发评估项目复杂性的工具。然而,现有的研究并没有探索将项目复杂性与不同类型的项目和供应链风险联系起来的一个重要方面。我们提出了一个框架,用于建立跨项目复杂性元素、项目和供应链风险以及由此产生的后果的风险路径。项目复杂性因素是项目开始阶段的已知因素,而项目和供应链风险是在项目生命周期内可能实现的不确定性因素。我们通过一个使用贝叶斯信念网络的简单仿真示例来演示我们提出的框架的应用。该方法可以是对文献的重要贡献,并且在引入研究相互作用的项目复杂性元素和风险的因果路径的新视角方面对从业者有益。
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引用次数: 1
Evaluation of control strategies for managing supply chain risks using Bayesian Belief Networks 基于贝叶斯信念网络的供应链风险控制策略评价
Abroon Qazi, J. Quigley, Alex Dickson, B. Gaudenzi, Şule Önsel Ekici
Supply chains have become complex and vulnerable and therefore, researchers are developing effective techniques in order to capture the complex structure of the supply network and interdependency between supply chain risks. Researchers have recently started using Bayesian Belief Networks for modelling supply chain risks. However, these models are still focused on limited domains of supply chain risk management like supplier selection, supplier performance evaluation and ranking. We have developed a comprehensive risk management process using Bayesian networks that captures all three stages of risk management including risk identification, risk assessment and risk evaluation. Our proposed new risk measures and evaluation scheme of different combinations of control strategies are considered as an important contribution to the literature. We have modelled supply network as a Bayesian Belief Network incorporating the supply network configuration, probabilistic interdependency between risks, resulting losses, risk mitigation control strategies and associated costs. An illustrative example is presented and three different models are solved corresponding to different risk attitudes of the decision maker. Based on our results, it is not always viable to implement control strategy at the most important risk factor because of the consideration of mitigation cost, relative loss and probabilistic interdependency between connected risk factors.
供应链已经变得复杂和脆弱,因此,研究人员正在开发有效的技术,以捕捉供应网络的复杂结构和供应链风险之间的相互依赖性。研究人员最近开始使用贝叶斯信念网络来模拟供应链风险。然而,这些模型仍然集中在有限的供应链风险管理领域,如供应商选择、供应商绩效评估和排名。我们利用贝叶斯网络开发了一套全面的风险管理流程,涵盖了风险管理的所有三个阶段,包括风险识别、风险评估和风险评估。我们提出的新的风险度量和不同控制策略组合的评估方案被认为是对文献的重要贡献。我们将供应网络建模为贝叶斯信念网络,将供应网络配置、风险之间的概率相互依赖性、导致的损失、风险缓解控制策略和相关成本纳入其中。给出了一个实例,并针对决策者的不同风险态度求解了三种不同的模型。基于我们的研究结果,由于考虑缓解成本、相对损失和关联风险因素之间的概率相互依赖性,在最重要的风险因素上实施控制策略并不总是可行的。
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引用次数: 10
A model for master production scheduling in automotive powertrain plants: A case study 汽车动力总成工厂主生产调度模型:一个案例研究
Idris Lalami, Y. Frein, J. Gayon
Based on a case study in the automotive industry, this paper presents a mathematical model dedicated to support the master production scheduling process in powertrain plants. Powertrain plants produce engines, gearboxes, and chassis parts that supply the car assembly plants and spare parts centers. The proposed model helps to decide, every week, for each production line, on the quantities to be produced of each product over a planning horizon of several weeks. The model is a mixed integer linear program optimizing four objectives: satisfying the forecast customer demand, reaching safety stock levels, balancing stock levels between products, and leveling the production percentage of each product over the time. The model also considers the specific constraints of each production line. The contribution of this paper is to provide an overview of a production planning problem coming from a real case study, to describe the model designed according to the needs of the plant planning team, and to present the results obtained in terms of solution relevance and calculation time.
本文以汽车工业为例,提出了一个支持动力总成工厂主生产调度过程的数学模型。动力总成厂生产发动机、变速箱和底盘零件,这些零件供应给汽车组装厂和备件中心。所提出的模型有助于在几周的计划范围内,每周为每条生产线决定每种产品的生产数量。该模型是一个混合整数线性规划,优化四个目标:满足预测的客户需求,达到安全库存水平,平衡产品之间的库存水平,并在一段时间内平衡每种产品的生产百分比。该模型还考虑了每条生产线的具体约束条件。本文的贡献是通过一个真实的案例研究来概述一个生产计划问题,描述根据工厂计划团队的需求设计的模型,并从解决方案的相关性和计算时间方面展示所获得的结果。
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引用次数: 4
Integrated strategic and tactical optimization of animal-waste sourced biopower supply chains 综合战略和战术优化的动物废物来源的生物能源供应链
Kunal Kumar, Christian Clavijo López, Oscar Augusto Tellez Sanchez, A. Gupta, Olivier Péton, T. Yeung, Adrien Vanuxem
Many models have been recently developed for the optimization of biomass related supply chains. However, models for biopower supply chains powered by animal waste have not received much attention yet. In this paper, we propose a mixed integer linear programming model for supplier selection and procurement planning for a biopower plant. The model integrates time window constraints for the collection of animal waste as well as inventory constraints. We show that the model is intractable with a state-of-the art commercial solver and propose a heuristic approach based on the Adaptive Large Neighbourhood Search (ALNS) framework. We show the efficiency of this approach on a case study in central France.
最近开发了许多模型来优化与生物质相关的供应链。然而,以动物粪便为动力的生物能源供应链模型尚未受到太多关注。本文提出了一个混合整数线性规划模型,用于生物发电厂的供应商选择和采购计划。该模型集成了收集动物粪便的时间窗口约束和库存约束。我们表明,该模型是棘手的国家的最先进的商业求解器,并提出了一种基于自适应大邻域搜索(ALNS)框架的启发式方法。我们在法国中部的一个案例研究中展示了这种方法的有效性。
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引用次数: 5
Integrating truck scheduling and employee rostering in a cross-docking platform - an iterative approach 在交叉对接平台中集成卡车调度和员工名册-一种迭代方法
Anne-Laure Ladier, G. Alpan
In a cross-docking platform, goods are unloaded, transferred and reloaded into trucks with little or no storage in between. The crossdock truck scheduling problem addresses the hard problem of coordinating the truck operations. However, crossdock operations are mostly done manually: it is therefore important to take staffing issues into account while building the truck schedule. This article shows how a truck scheduling model and an employee timetabling and rostering model can be combined to address both problems in an integrated manner. Three approaches are compared. The sequential approach consists in sequentially solving the two problems: from the truck schedule calculated first, a workload is deduced and used as input for the employee timetabling and rostering process. The iterative approach consists in solving both problems one after another in an iterative manner until a stable point is reached. Two iterative procedures are proposed, employees-first and trucks-first.
在交叉对接平台上,货物被卸下、转移和重新装载到卡车上,中间很少或根本没有存储空间。交叉码头货车调度问题解决了货车作业协调的难题。然而,交叉码头操作大多是手动完成的:因此,在制定卡车时间表时考虑人员配备问题是很重要的。本文展示了如何将卡车调度模型和员工调度和名册模型结合起来,以集成的方式解决这两个问题。对三种方法进行了比较。顺序方法包括顺序地解决两个问题:从首先计算的卡车时间表出发,推导出工作量,并将其用作员工时间表和排班流程的输入。迭代方法包括以迭代的方式一个接一个地解决这两个问题,直到达到一个稳定的点。提出了两种迭代过程:员工优先和卡车优先。
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引用次数: 5
Operating a biomedical samples laboratories network under stochastic demand 随机需求下生物医学样本实验室网络的运行
Z. Azimi, M. Salari, J. Renaud, Angel B. Ruiz
Management of biomedical samples plays a central role in an efficient healthcare system and requires important resources. This paper addresses an assignment problem where several types of samples are collected at clinics and other collection centers, and then transported to medical laboratories to be analysed. For practical reasons, samples of the same type collected at the same collection center are consolidated and sent to the same laboratory. However, a collection center may send different types of samples to different laboratories. Moreover, demand for each type of sample at each collection center is uncertain but modelled by a known probability distribution. In this context, collection centers need to be allocated to laboratories in order to balance the workload between them while minimizing the total collecting distance. To tackle this problem, we first formulate it as linear integer model assuming deterministic demand. Then, a stochastic counterpart is presented, along with a solving method based on the sample average approximation technique (SAA). Numerical experiments inspired by a real-life case are conducted to illustrate how the proposed approach may be contribute to help decision makers to better manage the laboratories' capacity, increasing the system efficiency.
生物医学样本的管理在有效的医疗保健系统中起着核心作用,需要重要的资源。本文解决了在诊所和其他收集中心收集几种类型的样本,然后运送到医学实验室进行分析的分配问题。出于实际原因,在同一采集中心采集的相同类型的样品被合并并送到同一实验室。然而,一个采集中心可能会将不同类型的样本送到不同的实验室。此外,每个收集中心对每种类型样本的需求是不确定的,但由已知的概率分布建模。在这种情况下,收集中心需要分配给实验室,以平衡它们之间的工作量,同时最小化总收集距离。为了解决这一问题,我们首先将其表述为假设需求确定性的线性整数模型。在此基础上,提出了一种基于样本平均逼近技术(SAA)的求解方法。在一个实际案例的启发下,进行了数值实验,以说明所提出的方法如何有助于决策者更好地管理实验室的能力,提高系统效率。
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引用次数: 0
Patients flow optimization in ED: An operational research on the impacts of physician triage 急诊科患者流程优化:医生分诊影响的运筹学研究
Etienne Joubert, M. Espinasse, M. Nakhla
Emergency Departments (ED) face chronic issues such as longer length of stay and decreased quality of care. These organizations have developed the use of Lean manufacturing techniques to improve patients flow. Adaptations of Lean in healthcare almost systematically return positive results and negative potential effects are underestimated. We use the still debating issue on whether a physician should take part of the triage to explore the pros and cons of a Lean technique in healthcare. We show that triage physicians impact “low-severity” patients length of care and do not impact inpatients one. We also show that physician triage is associated with a higher length of triage that can create a waiting lines before the triage operation. We discuss these results by showing that the decision to implement Lean techniques should be taken considering a risk / benefits trade-off, which is hardly the case actually.
急诊科(ED)面临慢性问题,如住院时间较长和护理质量下降。这些组织已经开发出使用精益生产技术来改善病人流量。精益在医疗保健中的适应几乎系统地返回积极的结果和消极的潜在影响被低估了。我们使用仍在争论的问题,是否医生应该采取分流的一部分,以探索精益技术在医疗保健的利弊。我们表明,分诊医生影响“低重症”患者的护理时间,而不影响住院患者。我们还表明,医生分诊与较长的分诊有关,这可能会在分诊手术之前产生等待线。我们通过展示实施精益技术的决策应该考虑风险/收益权衡来讨论这些结果,而实际上情况并非如此。
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引用次数: 4
Model transformation from coloured Petri nets with prioritized transitions to B machines 从具有优先转换的彩色Petri网到B机的模型转换
P. Sun, P. Bon, S. Collart-Dutilleul
In model driven engineering, model transformation is the “heart and soul ”. The purpose of using a model transformation is to save efforts and reduce errors by automatically building the models that conform to different modelling languages. In the French railway industry, the Petri nets and the B method are two recognized formal methods for safety critical systems, having their own successful applications. The Petri nets are a mathematical modelling language for describing the distributed systems, and they offer superior graphical notations for stepwise processes. The B method is a software development method based on abstract machine notations and the concept of refinement. There are already some tools supporting B language. The Petri nets are accepted by the French railway specialists, because they have user-friendly notations. Consequently, various railway systems and key components have been specified by Petri nets and have been validated by railway experts. For a better model representation, the “prioritized transitions” can be a useful mechanism in such models. In order to produce the final executable codes and to make use of all the existing valid models, this paper introduces a transformation method, which could take advantage of both formal languages and transform a valid Petri net model to an abstract B machine. This transformation is presented with a systematic mapping process and illustrated by a case study.
在模型驱动工程中,模型转换是“核心和灵魂”。使用模型转换的目的是通过自动构建符合不同建模语言的模型来节省工作并减少错误。在法国铁路行业,Petri网和B方法是安全关键系统的两种公认的正式方法,它们各自都有成功的应用。Petri网是一种用于描述分布式系统的数学建模语言,它们为逐步过程提供了优越的图形符号。B方法是一种基于抽象机器符号和细化概念的软件开发方法。已经有一些工具支持B语言。Petri网被法国铁路专家所接受,因为它们有便于使用的符号。因此,各种铁路系统和关键部件已由Petri网指定,并已由铁路专家验证。为了获得更好的模型表示,“优先转换”在这样的模型中是一种有用的机制。为了生成最终的可执行代码并利用现有的所有有效模型,本文介绍了一种转换方法,该方法可以利用两种形式语言,将有效的Petri网模型转换为抽象的B机。这种转换是通过一个系统的映射过程来呈现的,并通过一个案例来说明。
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引用次数: 0
Relationships between national culture and Lean Management: A literature Review 民族文化与精益管理的关系:文献综述
Anne Francine Martins, Roberta Costa Affonso, Simon Tamayo, S. Lamouri, Christine Baldy Ngayo
In an increasingly volatile, globalized, and demanding market, Lean is the differential factor that could increase companies' competitiveness and efficiency. In spite of the abundant literature addressing Lean system's technical aspects, there has been little discussion on the importance of national culture in Lean's implementation process. It has been proven that the implementation of lean practices do not always produce the intended results and national culture has been highlighted as one of the contextual variables that may explain the success or failure of Lean practices. Since companies are influenced by the culture of the country where they're located, some comparative advantages may occur due to their location, making it necessary to adjust Lean's implementation process to national culture. The purpose of this article is to propose a literature review to examine the relationship between national culture and Lean Management. This study explores the assertions and/or contradictions found in the literature regarding the cultural dimensions that may act as enablers or withholders to the lean principles and practices.
在一个日益不稳定,全球化和苛刻的市场,精益是差异化的因素,可以提高公司的竞争力和效率。尽管有大量的文献论述精益系统的技术方面,但很少有关于民族文化在精益实施过程中的重要性的讨论。事实证明,精益实践的实施并不总是产生预期的结果,国家文化被强调为可能解释精益实践成功或失败的背景变量之一。由于企业受所在国文化的影响,可能会因为所在国的地理位置而产生一些比较优势,因此精益的实施过程需要根据所在国的文化进行调整。本文的目的是通过文献综述来研究民族文化与精益管理之间的关系。本研究探讨了文献中关于文化维度的主张和/或矛盾,这些文化维度可能是精益原则和实践的推动者或阻碍者。
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引用次数: 12
期刊
2015 International Conference on Industrial Engineering and Systems Management (IESM)
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