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Evaluating Price-Quality Properties of Information Technology Public Procurement using Decision Analysis 用决策分析评价信息技术公共采购的性价比
Aron Larsson, Sam E. S. Dahlin, Mathias Astrom
In public procurement, byers typically try to resolve the problem of not knowing the tenders before stating their preferences through the use of price relative models or comparison prices and different procurements use slightly different spreadsheet models for tender evaluation. This renders it difficult to assess the quality attributes in a way enabling for evaluating and comparing price-quality properties of real-life tender evaluations. However, tender evaluation is an instance of multi-attribute decision-making, and for each tender evaluation instance there is a corresponding multi-attribute decision model enabling for a more systematic assessment of tender evaluations. In this paper, we investigate how robust the selection of tenders in IT procurement are towards changes in the assessment of quality and to the presence of quality attributes in the tender evaluation model. Conclusions include that “decisive” attributes cannot be expected to exist, and that score based tender evaluation model with precise estimates of quality levels put strong demands on the capabilities of the buyer.
在公共采购中,购买者通常试图通过使用价格相对模型或比较价格来解决在陈述其偏好之前不了解标书的问题,不同的采购使用略有不同的电子表格模型进行评标。这使得很难以一种能够评估和比较实际投标评估的价格-质量特性的方式来评估质量属性。然而,评标是一个多属性决策的实例,每个评标实例都有一个相应的多属性决策模型,以便对评标进行更系统的评估。在本文中,我们研究了IT采购中的标书选择对质量评估的变化和标书评估模型中质量属性的存在的稳健程度。结论包括不能期望存在“决定性”属性,并且基于分数的投标评估模型对质量水平进行了精确估计,对买方的能力提出了强烈要求。
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引用次数: 0
Comparative Analysis of Efficiency in the Economic Sectors of Lima Stock Exchange 利马证券交易所经济部门效率比较分析
Lucero Emperatriz Sovero Rivera
Lima Stock Exchange is considered one of the smallest capital markets in Latin America, despite its favorable growth in the last five years. The performance of listed companies in the stock market may be compromised with national macroeconomic gaps and impact on the development of the economic sector, which is why this study aimed to estimate the financial efficiency of companies listed on the Lima Stock Exchange to know their performance by economic sector during the period 2015-2020. The non-parametric technique of Data Envelopment Analysis was used in a set of 76 companies belonging to the Agrarian, Industrial, Public Services, and Mining sectors; finally, the change in performance was estimated through the Malmquist Productivity Index. The results indicated that 2016 was the most efficient year for companies and 2018 the least efficient year. The most efficient sector was Mining with an efficiency of 0.56, Agrarian sector was the least efficient and with the highest volatility. Likewise, productivity results concluded that technological change does not contribute to productivity, while efficiency change contributed positively to all sectors. In addition, a trend of annual growth and stability of the Mining sector was evidenced, which, in the face of the economic crisis, only had a slight drop of -1.7% in its productivity, unlike the other sectors that were notably affected. Results of this study reflected that the macroeconomic indicators of the country often don't affect the performance of the economic sector, to know the performance of the companies it is necessary to analyze the characteristic factors of each sector. It is recommended to use the results of this study as a complementary instrument for making investment decisions in Lima Stock Exchange-listed companies.
利马证券交易所被认为是拉丁美洲最小的资本市场之一,尽管它在过去五年中取得了良好的增长。股票市场上市公司的业绩可能会受到国家宏观经济缺口和对经济部门发展的影响,因此本研究旨在估计利马证券交易所上市公司的财务效率,以了解其2015-2020年期间各经济部门的业绩。数据包络分析的非参数技术应用于农业、工业、公共服务和矿业部门的76家公司;最后,通过马尔姆奎斯特生产率指数来估计绩效的变化。结果显示,2016年是企业效率最高的一年,2018年是企业效率最低的一年。效率最高的部门是采矿业,效率为0.56,农业部门效率最低,波动性最高。同样,生产率结果得出的结论是,技术变革对生产率没有贡献,而效率变革对所有部门都有积极贡献。此外,矿业部门的年度增长和稳定趋势得到了证明,面对经济危机,其生产率仅略有下降-1.7%,而其他部门受到明显影响。本研究的结果反映了国家的宏观经济指标往往不会影响经济部门的绩效,要了解企业的绩效,就需要分析各个部门的特征因素。建议将本研究结果作为利马证券交易所上市公司投资决策的补充工具。
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引用次数: 0
Skill-Based Joint Order Batching and Picker Routing Problem 基于技能的联合订单批处理和拣选者路径问题
J. Jamal, Dominic Loske, M. Klumpp, Xiaochen Chou, Andrea Di Florio Di Renzo, M. dell’Amico, R. Montemanni
The problem of batching orders and routing orders in picker-to-parts warehouses is intensively studied in the research literature, but the impact of individual differences among pickers or forklift operators and their skills are rarely taken into consideration. Therefore, we propose a model that simultaneously does order batching and routing while taking advantage of the skills of each worker. This approach optimizes the total batch execution time, and reduces the physical and mental effort of workers, since they are likely to perform easy tasks according to their capabilities. Based on empirical data on workers’ skills and tasks characteristics, we present an integer linear programming model based on the classic joint order batching and picker routing problem, with the novelty that individual workers’ skills are taken into account while assigning tasks to workers. Using real-world instances, the computational experiments show that it is possible to solve instances with up to 20 orders to proven optimality within a time limit of 1 hour, without considerably increasing the total distance traveled compared to the classic approach which only focuses on minimizing this criterion.
在研究文献中,对拣货到零件仓库中的批订单和路由订单问题进行了深入的研究,但很少考虑拣货员或叉车操作员及其技能之间的个体差异的影响。因此,我们提出了一个同时进行订单批处理和路由的模型,同时利用每个工人的技能。这种方法优化了批处理的总执行时间,减少了工作人员的体力和脑力劳动,因为他们可能会根据自己的能力执行简单的任务。基于工人技能和任务特征的经验数据,提出了一个基于经典联合订单批处理和拣选机路由问题的整数线性规划模型,该模型在分配任务时考虑了工人个体的技能。使用现实世界的实例,计算实验表明,有可能在1小时的时间限制内解决多达20阶的实例,以证明最优性,而与只关注最小化该标准的经典方法相比,没有显着增加行进的总距离。
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引用次数: 1
Analysis and Simulation of Viscous Material Transportation Based on Discrete Element Method 基于离散元法的粘性物质输运分析与仿真
Yuan Zhang, Yu Cao, Mengchao Zhang, Houzhi Zhang
Given the problems such as adhesion and blocking in the transfer station when multiple lap belt conveyors are used for conveying and transporting viscous materials, this paper adopts the discrete element analysis method, based on the establishment of the transfer station model, analyzes the influence and law of material different viscosity on the wear and stacking of the transfer station through EDEM software, and puts forward a series of solutions such as improving the diversion angle of the transfer station, improving the funnel outlet and using polymer materials through simulation experiments. This study has a certain guiding significance for the design or optimization of the transfer station with high humidity and high viscosity materials.
针对多圈带式输送机输送和输送粘性物料时,转运站存在粘连、堵塞等问题,本文采用离散元分析方法,在建立转运站模型的基础上,通过EDEM软件分析物料不同粘度对转运站磨损和堆积的影响及规律。并通过仿真实验提出了改进中转站导流角度、改进漏斗出口、采用高分子材料等一系列解决方案。本研究对高湿高粘度物料中转站的设计或优化具有一定的指导意义。
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引用次数: 0
Distributing Fast EV Charging Stations in Saudi Highways 在沙特高速公路上部署快速电动汽车充电站
Tareq AlSagga, AlWalid Idris, Omar AlWuayl, A. AlSheikh, Sobhi Mejjaoulli
With the leaps and strides Saudi Arabia has been making in recent years, and its clear interest in making Saudi Arabia more dependent on Electric Vehicles taking form in the green initiative of the Saudi 2030 Vision. In this paper, a model that locates and distributes fast charging EV stations (FCS) among the highways connecting the major cities in Saudi Arabia and plan the most ideal distribution of stations is created using methods from Industrial Engineering. The first problem is determining the charging station's locations on a certain highway. The second problem is deciding how many charging stations will be placed in every specific location considering the parameters of each. For this study, the model is applied on the Jeddah-Riyadh-Dammam highway crossing the most important cities of Saudi Arabia. For the methodology, 15 locations are located along this route. For each location, the Criteria Priority Weight system (CPWS), a system used to calculate the composite weight of each location, is applied. Finally, we will apply our mathematical model with the set parameters to find the maximum user utility score, which corresponds to the optimal distribution of EV chargers upon the locations. The results yield a certain distribution of charging stations in those locations under budget, cost, and capacity constraints.
随着沙特阿拉伯近年来取得的突飞猛进,以及其在沙特2030愿景绿色倡议中形成的让沙特更加依赖电动汽车的明显兴趣。本文运用工业工程的方法,建立了在沙特阿拉伯连接主要城市的高速公路中快速充电站的定位和分布模型,并规划了最理想的充电站分布。第一个问题是确定充电站在某条高速公路上的位置。第二个问题是考虑到每个充电站的参数,决定在每个特定的地点放置多少个充电站。在本研究中,该模型应用于穿越沙特阿拉伯最重要城市的吉达-利雅得-达曼高速公路。就方法而言,沿着这条路线有15个地点。对于每个位置,应用标准优先权重系统(CPWS),该系统用于计算每个位置的综合权重。最后,我们将应用我们的数学模型与设定的参数,找到最大的用户效用得分,对应于电动车充电器在位置上的最优分布。结果得出在预算、成本和容量限制下,充电站在这些地点的一定分布。
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引用次数: 1
An Elevator Kinematics Optimization Algorithm based on a Large Neighborhood Search for Optimizing Simulated Industrial Problems 基于大邻域搜索的模拟工业问题电梯运动学优化算法
P. Luangpaiboon, P. Aungkulanon, L. Ruekkasaem, R. Montemanni
The EKO-LNS algorithm is a hybrid of elevator kinematics optimization (EKO) and large neighborhood search (LNS) that allows the EKO algorithm to quickly escape local optima. To that end, the motion condition is improved by considering candidates that are even worse than the worst in memory but are still far enough away from local optima. The EKO-LNS first proposed is compared to selected metaheuristics algorithms on the task to solve standard industrial optimization problems from the literature. Three-bar truss, speed reducer, pressure vessel, and tension/compression spring design issues are among them. In terms of the quality of both optimal operating conditions and convergence behavior, numerical results show that the EKO-LNS metaheuristic algorithm outperforms or competes with the other metaheuristic algorithms.
EKO-LNS算法是电梯运动学优化(EKO)和大邻域搜索(LNS)的混合,使得EKO算法能够快速摆脱局部最优。为此,通过考虑比内存中最差的候选点更差但仍然离局部最优点足够远的候选点来改善运动条件。首先提出的EKO-LNS与文献中选择的元启发式算法在解决标准工业优化问题的任务上进行了比较。其中包括三杆桁架、减速机、压力容器和拉伸/压缩弹簧的设计问题。在最优运行条件和收敛性能方面,数值结果表明ego - lns元启发式算法优于或优于其他元启发式算法。
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引用次数: 0
Measuring the Risk Level of Employees in Transportation Sector for COVID-19 衡量交通运输部门员工COVID-19风险水平
M. J. Gumasing, Matthew P. Solivio, Deceree Anne A. Haboy, Kirstien Paola E. Robas
With the current struggles brought by the pandemic, it is undoubtedly a fact that service providers, may it be public or private servants, encounter difficulties in providing safe and effective service. As everyone tries to cope up with the new normal, the government provides restrictions and health protocols to prevent the spread of coronavirus. With this, different sectors including the transport sector were given the chance to operate but with reduced capacity and other limitations. Despite the risks they must face, the transportation sector was forced to operate as there are inadequate options for traveling especially for the essential workers. Employees in the transportation sector were left with no choice but to be exposed to the risk of getting infected as they must go outside and physically interact with other people. To address the uncertainties in the transport sector, the researchers used RIKA Risk Assessment Tool to evaluate the risk level of those who are involved in the said industry. To attain the said objective, this study measured the health risk, behavioral risk, exposure risk, and social risk of the participants. The results of the study showed that 78% of the respondents have moderate-risk levels and none are identified to have a high-risk level. Results also depicted that relationship between lockdown and compliance, and total risk score and the smoking habit has a high correlation among other variables.
鉴于当前疫情带来的困难,服务提供者,无论是公共服务还是私人服务,在提供安全有效的服务方面无疑会遇到困难。当每个人都试图应对新常态时,政府提供了限制和卫生协议,以防止冠状病毒的传播。因此,包括运输部门在内的不同部门都有机会运营,但容量减少和其他限制。尽管他们必须面对风险,但运输部门被迫运营,因为没有足够的旅行选择,特别是对于重要的工作人员。交通部门的员工别无选择,只能面临被感染的风险,因为他们必须外出并与其他人进行身体接触。为了解决运输行业的不确定性,研究人员使用RIKA风险评估工具来评估参与该行业的人员的风险水平。为了达到上述目的,本研究测量了参与者的健康风险、行为风险、暴露风险和社会风险。研究结果显示,78%的受访者有中等风险水平,没有人被确定为高风险水平。结果还表明,封锁与依从性之间的关系,以及总风险评分与吸烟习惯之间的关系在其他变量中具有很高的相关性。
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引用次数: 0
Usability Evaluation of Online Learning Management System: Comparison between Blackboard and Canvas 在线学习管理系统的可用性评价:黑板与画布的比较
M. J. Gumasing, Abigail B. Vasquez, Angelo Luis S. Doctora, W. D. Perez
A learning management system is a convenient software that improves and enhances educators' and students' educational engagement and learning. This learning management system organizes the different course materials, provides accessibility to the learning materials, easily traces the students' performance, and integrates the social learning engagement. The study aims to compare the usability of Blackboard and Canvas based on user satisfaction of the students, evaluate the usability of the two learning management systems, and determine the acceptability score of Blackboard and Canvas. The researchers used a system usability scale questionnaire to assess the usability of Blackboard and Canvas based on the computed acceptability score from the data collected. This study also used other statistical tools such as descriptive statistics and t-test analysis to identify a significant difference between Blackboard and Canvas. Through this tool, the researchers concluded that there is no significant difference between the usability and satisfaction of the two learning management systems.
学习管理系统是一种方便的软件,可以改善和增强教育者和学生的教育参与和学习。该学习管理系统对不同的课程材料进行组织,提供学习材料的可访问性,方便地跟踪学生的学习表现,并整合社会学习参与。本研究旨在根据学生的用户满意度,比较Blackboard和Canvas的可用性,评估两种学习管理系统的可用性,并确定Blackboard和Canvas的可接受性分数。研究人员使用系统可用性量表问卷,根据收集到的数据计算出的可接受性分数来评估Blackboard和Canvas的可用性。本研究还使用了其他统计工具,如描述性统计和t检验分析,以确定黑板和画布之间的显著差异。通过这个工具,研究人员得出结论,两种学习管理系统的可用性和满意度没有显著差异。
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引用次数: 6
Development in Agent Based Systems for Intelligent Manufacturing 智能制造中基于Agent的系统开发
Khalid Nagadi
Revolutionary and latest technologies have changed the manufacturing sector. Emerging technologies have developed smart and intelligent manufacturing systems. Latest manufacturing systems have overcome the issues related to communication, integration, data sharing, coordination, and autonomous behavior. Similarly, these technologies also address the issue related to self-awareness, complex structures, upscaling, and heterogeneity. Internet of things, holonic technology and agent-based systems are employed in manufacturing industries to overcome different issues and production inefficiencies. With ever-changing needs and market environment, the manufacturing sector must keep up with the pace by using these modern technologies. This paper summarizes the role of agent-based systems in providing robust solutions for the deficiencies in manufacturing. Agent-based systems can be used in the whole value chain of the manufacturing unit ranging from processes, machine assembly, production line, logistics to supply chain. Agent-based systems integrate all these units to exchange information and to use various resources by making autonomous decisions. Agents are smart and intelligent and take decisions through reasoning and continuous learning. Agents based systems can be integrated with holonic technologies, AI and Internet of things to further enhance the manufacturing capabilities. Integration of agent-based systems with other technologies and applications are discussed in this review.
革命性的最新技术改变了制造业。新兴技术发展了智能制造系统。最新的制造系统已经克服了与通信、集成、数据共享、协调和自主行为相关的问题。同样,这些技术也解决了与自我意识、复杂结构、升级和异质性相关的问题。物联网、全息技术和基于代理的系统被应用于制造业,以克服不同的问题和生产效率低下。随着需求和市场环境的不断变化,制造业必须通过使用这些现代技术来跟上步伐。本文总结了基于智能体的系统在为制造业的缺陷提供鲁棒解决方案方面的作用。基于代理的系统可用于制造单元的整个价值链,从流程、机器装配、生产线、物流到供应链。基于代理的系统集成了所有这些单元,通过自主决策来交换信息和使用各种资源。智能体是聪明的,通过推理和持续学习来做决定。基于代理的系统可以与全息技术、人工智能和物联网相结合,进一步提高制造能力。本文讨论了基于代理的系统与其他技术和应用的集成。
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引用次数: 0
Production Model Integrating TOC and Lean for Lead Time Reduction in Chemical Manufacturing: An Empirical Research in Peru 整合TOC和Lean的化工生产模式减少交货时间:秘鲁的实证研究
Adrian Tetsuo Lopez-Osorio, Nancy Francesca Vila-Moretti, A. Flores-Perez, J. Quiroz-Flores, Martin Collao-Diaz
The chemical industry allows the creation of a wide range of products such as polymers, emulsions, among others. In the world, this sector generates $5.7 billion of the world's Gross Domestic Product (GDP), and in Peru it represents 1% of the national GDP. This article describes the implementation of an integrated system containing the Theory of Constraints (TOC) and Lean Manufacturing (5s and Single Minute Exchange of Die) for the reduction of the lead time in the production process of the RA-401 resin in a chemical SME in Peru. The general problem is analyzed through the Value Stream Mapping tool, where the root causes, the time of each activity, and the incidence of the worker are evidenced. The validation of the developed model was carried out in the stage of filling and labeling of 200 kg resin cylinders through Arena Simulator. The results showed that the processing lead time was reduced by 7.88%, cycle time by 7.94% and productivity was increased by 8.48%.
化学工业允许创造各种各样的产品,如聚合物、乳液等。在世界范围内,该部门创造了57亿美元的世界国内生产总值(GDP),在秘鲁,它占全国GDP的1%。本文介绍了秘鲁一家化工中小企业为减少RA-401树脂生产过程中的交货时间,采用约束理论(TOC)和精益生产(5s和单分钟换模)集成系统的实施情况。通过价值流映射工具分析一般问题,其中证明了根本原因,每个活动的时间和工人的发生率。通过Arena Simulator对所开发的模型进行了200 kg树脂瓶灌装和贴标阶段的验证。结果表明,加工提前期缩短7.88%,周期缩短7.94%,生产率提高8.48%。
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引用次数: 2
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Proceedings of the 2022 9th International Conference on Industrial Engineering and Applications (Europe)
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