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2017 6th International Conference on Industrial Technology and Management (ICITM)最新文献

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An MIP-based heuristic approach to determine production lot size for capacitated single-stage production processes with stochastic demand on parallel machines 基于mip的并行随机需求单阶段生产过程生产批量确定方法
Pub Date : 2017-03-07 DOI: 10.1109/ICITM.2017.7917898
Supatchaya Chotayakul, V. Punyangarm
This paper deals with the capacitated single-stage production lot sizing and scheduling problem with multiple items, setup time, stochastic demand and unrelated parallel machines. A stochastic mixed-integer linear programming model is proposed to formulate the problem. Based on the uncertain constraints, the chance constrained programming approach is used to transform them into equivalent deterministic constraints and then obtain an optimal solution by deterministic mixed-integer linear programming model. Due to the complexity of problem, the mixed-integer programming (MIP) of the equivalence deterministic model of the capacitated single-stage production lot sizing problem with multiple items, setup time, stochastic demand and unrelated parallel machines is reformulated as a shortest path reformulation problem. The proposed algorithm is evaluated through a numerical example. Computational results show that the proposed method gives optimal or near optimal solution and have good-quality result for the test problem.
研究了具有多产品、生产时间、随机需求和不相关并联设备的单阶段生产批量调度问题。提出了一个随机混合整数线性规划模型来描述该问题。在不确定约束的基础上,利用机会约束规划方法将不确定约束转化为等价的确定性约束,然后利用确定性混合整数线性规划模型求最优解。考虑到问题的复杂性,将具有多产品、设置时间、随机需求和不相关并联机器的有能力单阶段生产批量问题等效确定性模型的混合整数规划(MIP)重新表述为最短路径重新表述问题。通过一个算例对该算法进行了验证。计算结果表明,该方法对试验问题具有较好的最优或近似最优解。
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引用次数: 0
Measurement and preliminary analysis of powertrain vibrations in vehicle production environment 汽车生产环境中动力总成振动的测量与初步分析
Pub Date : 2017-03-07 DOI: 10.1109/ICITM.2017.7917902
Andreas Manolatos, Ioannis Kagalidis, B. Vuksanovic
In a vehicle production environment, obtaining information on the condition of the assembled vehicle, allows for increased quality while minimizing rework minutes at the same time. The cost of this information is associated with additional time in production, increasing the overall cost of the vehicle. The focus of this paper is development of a system for contactless measurement and investigation of vibrations present in the vehicle and the Rolling Road vehicle testing facility as a mean of identifying failures or degradation in the vehicle or testing facility. Measurements are performed using a contactless Laser Vibrometer based system which facilitates capturing the vibrations without interfering with the vehicle and other standard testing procedures. Signal conditioning and analysis methods are applied to measured vibration signals in an attempt to detect irregularities and determine their transient characteristics from the captured signals. Data analysis techniques employed in this initial trial of the system include Short Time Fourier and Wavelet Transforms. Proposed testing method including experimental setup, captured signals and some preliminary analysis results are discussed in this paper.
在汽车生产环境中,获取有关组装车辆状况的信息,可以提高质量,同时最大限度地减少返工时间。这些信息的成本与额外的生产时间相关,从而增加了车辆的总体成本。本文的重点是开发一种用于车辆和滚动道路车辆测试设施中存在的振动的非接触测量和研究系统,作为识别车辆或测试设施中的故障或退化的手段。测量使用基于非接触式激光测振仪的系统进行,该系统便于在不干扰车辆和其他标准测试程序的情况下捕获振动。信号调理和分析方法应用于测量振动信号,试图从捕获的信号中检测不规则性并确定其瞬态特征。在这个系统的初步试验中使用的数据分析技术包括短时傅里叶变换和小波变换。本文讨论了所提出的测试方法,包括实验设置、捕获的信号和一些初步的分析结果。
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引用次数: 0
The knowledge spillover resulting from the mobility of knowledge workers 知识型员工流动带来的知识溢出效应
Pub Date : 2017-03-07 DOI: 10.1109/ICITM.2017.7917918
Ayano Fujiwara
This study uses patent data to conduct an empirical analysis of the effect of inventor mobility on R&D performance and innovation. I examine the characteristics of knowledge workers who moved from Japan to China and Korea to explore what types of knowledge workers successful firms in China and Korea select from rival companies in Japan. In addition, this study focuses on the role of the inventors' networks to investigate the significance of researcher mobility and knowledge spillovers as mechanisms that facilitate the flow of tacit knowledge. This study reveals that during the process of innovation, the mobility of knowledge workers and their informal networks play an important role. The findings suggest that successful firms do not require “star inventors” but rather people with analytical skills and problem-solving capacity.
本研究利用专利数据,实证分析了发明者流动对研发绩效和创新的影响。我研究了从日本转移到中国和韩国的知识工作者的特征,以探索中国和韩国的成功企业从日本的竞争对手公司中选择了什么类型的知识工作者。此外,本研究还关注发明人网络的作用,以探讨研究人员流动和知识溢出作为促进隐性知识流动的机制的意义。研究发现,在企业创新过程中,知识型员工的流动性及其非正式网络发挥着重要作用。研究结果表明,成功的公司需要的不是“明星发明家”,而是具有分析能力和解决问题能力的人。
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引用次数: 5
The digital future has many names—How business process management drives the digital transformation 数字化的未来有很多名字——业务流程管理如何推动数字化转型
Pub Date : 2017-03-07 DOI: 10.1109/ICITM.2017.7917889
Matthias Lederer, Juliane Knapp, Peter Schott
Process orientation of companies in combination with intelligent IT systems often forms the basis for many modern tendencies such as digitalization. This article analyses current BPM trends in a qualitative study and classifies them into three basic directions. There are technology-driven and human-driven BPM trends, both still follow the classical paradigm. However, optimization of workflows can be done bottom-up under involvement of data from IT systems or with collaboration of company employees. Different case-driven trends use the same sources for improvement but deviate from the traditional BPM paradigm in their fundamental methodical approach.
企业的流程导向与智能IT系统相结合,往往构成了数字化等许多现代趋势的基础。本文从定性研究的角度分析了当前BPM的发展趋势,并将其划分为三个基本方向。有技术驱动和人为驱动的BPM趋势,两者都遵循经典范式。然而,工作流的优化可以在IT系统的数据参与或公司员工的协作下自下而上地完成。不同的案例驱动趋势使用相同的改进来源,但在其基本的方法上偏离了传统的BPM范例。
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引用次数: 32
The current status, barriers and development strategy of new energy vehicle industry in China 中国新能源汽车产业的现状、障碍及发展战略
Pub Date : 2017-03-07 DOI: 10.1109/ICITM.2017.7917903
Shijia Zhao, F. Zhao, Zongwei Liu
Developing new energy vehicle industry is critical for China to cope with the energy and environmental challenges, and to promote the technological innovation, transformation and upgrading of the automotive industry. In this study, the current status, achievements and barriers of China's local new energy vehicle industry are comprehensively reviewed. Details are explored in terms of regional protectionism, infrastructure deployment, business model innovation, and “subsidy-cheating” phenomena during the development process. Based on the analysis, the strategy for accelerating the development of China's local new energy vehicle industry is proposed.
发展新能源汽车产业,对中国应对能源和环境挑战,促进汽车产业技术创新和转型升级具有重要意义。本研究全面回顾了中国本土新能源汽车产业的现状、取得的成就和面临的障碍。从区域保护主义、基础设施部署、商业模式创新和发展过程中的“补贴欺骗”现象等方面进行了详细探讨。在此基础上,提出了加快中国本土新能源汽车产业发展的策略。
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引用次数: 8
Study on management and evaluation of bank IT outsourcing 银行IT外包管理与评价研究
Pub Date : 2017-03-07 DOI: 10.1109/ICITM.2017.7917891
Ling Jiang, Ruiqiong Zhong
The quantitative management and evaluation of the bank's IT outsourcing cooperation will be explored in this paper. For the IT outsourcing companies with different scales and technical expertise, the issue that how to form a set of measurable, sustainable implementation and improvement of long-term evaluation mechanisms, it has been explored in the industry. In this paper, from quantitative measures of the bank IT service outsourcers as a starting point, the evaluation index on the development quality, development efficiency and team management are importantly discussed, then the issue how to improve the IT outsourcer's ability to control the development process and the ability to solve problems will be explored. Finally, the IT outsourcing by empirical analysis will be improved and optimized.
本文将对银行IT外包合作的量化管理与评价进行探讨。对于具有不同规模和技术专长的IT外包公司,如何形成一套可衡量、可持续实施和改进的长效评价机制,这一问题在业内一直在探索。本文以银行IT服务外包企业的量化测度为出发点,重点探讨了IT服务外包企业的开发质量、开发效率和团队管理等评价指标,进而探讨了如何提高IT服务外包企业对开发过程的控制能力和解决问题的能力。最后,通过实证分析对IT外包进行改进和优化。
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引用次数: 1
A development of knowledge management process on cloud computing to support creative problem solving skill on studio photography for undergraduate students 发展基于云计算的知识管理流程,以支持大学生在工作室摄影方面的创造性问题解决能力
Pub Date : 2017-03-07 DOI: 10.1109/ICITM.2017.7917890
Sorakrich Maneewan, Vitsanu Nittayathammakul, Chacharin Lertyosbordin
This research aimed 1) to develop the knowledge management process on cloud computing, 2) to evaluate the validity and appropriateness of knowledge management process on cloud computing 3) to study the learning achievement of the students, 4) to study the satisfaction of the students via the knowledge management process on cloud computing. The 40 samples were the students who registered a course ETM203 Photography in semester 1 of the academic year 2016, King Mongkut's University of Technology Thonburi, Bangkok, Thailand derived from simple random sampling. The research was manipulated into 3 phases: the first phase was to construct and develop the knowledge management process, the second phase was to evaluate the validity and appropriateness of the knowledge management process, and the third phase was the using of the knowledge management process. The research findings were as follow: 1. the knowledge management process on cloud computing composed of 5 components: vision and goals, indicators of knowledge, repository of knowledge, communication channel, and experts. The 5 steps of knowledge management process on cloud computing were 1) reaching knowledge indicator, 2) knowledge record and storage, 3) knowledge exchange, 4) new idea creation, 5) knowledge sharing, 2. The validity and appropriateness of knowledge management process on cloud computing by five educational technology specialist equal was at the level of “much” (mean = 4.46, S.D. = 0.51), 3. The learning achievement of creative problem solving on studio photography was at the level of “good” (mean = 4.42, S.D. = 0.66), 4. The satisfaction of the students to knowledge management process on cloud computing was at the level of “most” (mean = 4.60, S.D. = 0.56) and this complied with the hypotheses. Therefore, the knowledge management process on cloud computing to support creative problem solving skill are useful and could be used in the photography course.
本研究旨在1)开发云计算知识管理流程,2)评估云计算知识管理流程的有效性和适当性,3)研究学生的学习成果,4)研究学生对云计算知识管理流程的满意度。这40个样本是在泰国曼谷顿武里国王蒙库特科技大学2016学年第一学期注册了ETM203摄影课程的学生,通过简单随机抽样得出。研究分为三个阶段:第一阶段为知识管理流程的构建与开发,第二阶段为知识管理流程的有效性与适宜性评价,第三阶段为知识管理流程的运用。研究结果如下:1。云计算的知识管理流程由愿景与目标、知识指标、知识库、沟通渠道和专家5个部分组成。云计算知识管理过程的5个步骤是:1)达到知识指标,2)知识记录和存储,3)知识交流,4)新想法创造,5)知识共享,2)知识共享。5位教育技术专家对云计算知识管理过程的有效性和适当性均处于“多”水平(均值= 4.46,标准差= 0.51),2。3、工作室摄影创造性问题解决的学习成绩处于“良好”水平(均值= 4.42,标准差= 0.66);学生对云计算知识管理过程的满意度处于“最”水平(均值= 4.60,标准差= 0.56),符合假设。因此,云计算的知识管理过程,以支持创造性的问题解决能力是有用的,可以在摄影课程中使用。
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引用次数: 3
Health care monitoring system in Internet of Things (IoT) by using RFID 医疗监控系统在物联网(IoT)中的应用
Pub Date : 2017-03-07 DOI: 10.1109/ICITM.2017.7917920
S. Khan
Healthcare industry has perpetually been on the forefront in the adoption and utilization of information and communication technologies (ICT) for the efficient healthcare administration and treatment. Recent developments in ICT and the emergence of Internet of Things (IoT) have opened up new avenues for research and exploration in the all fields including medical and healthcare industry. Hospitals have started using the cell instruments for communication intent and for this intent internet of things (IoT) has been used and fused with wi-fi sensor node reminiscent of RFID, NFC tag and small sensor nodes. The usage of a cellular agent in healthcare procedure underneath wi-fi community environment gives a chance to explore improved services for patients and staffs reminiscent of medical professionals and nurses given that of its mobility. In this paper novel method to utilize it IoT within the field of scientific and crafty wellness care are presented. The majority of the survey exist about the different healthcare approaches used in the IoT, similar to, wireless well-being monitoring, U-healthcare, E-healthcare, Age-friendly healthcare techniques. This paper describes and proposes a complete monitoring existence cycle and effective healthcare monitoring system designed by using the IoT and RFID tags. The experimental results in this paper show the robust output against various medical emergencies. In this system to get the veracious evaluation results, supervising and weighing the health status of patient and to increase the power of IoT, the combination of microcontroller with sensors is presented.
医疗保健行业一直处于采用和利用信息和通信技术(ICT)进行高效医疗管理和治疗的最前沿。信息通信技术的最新发展和物联网(IoT)的出现为包括医疗保健行业在内的所有领域的研究和探索开辟了新的途径。医院已经开始使用细胞仪器进行通信,为此,物联网(IoT)已被使用并与wi-fi传感器节点融合,让人想起RFID、NFC标签和小型传感器节点。在wi-fi社区环境下,在医疗保健过程中使用蜂窝代理,为患者和员工提供了一个探索改进服务的机会,让人想起医疗专业人员和护士,因为它具有移动性。本文介绍了在科学和巧妙的健康护理领域利用物联网的新方法。大多数调查都是关于物联网中使用的不同医疗保健方法,例如无线健康监测、u -医疗、电子医疗、老年人友好型医疗技术。本文描述并提出了一种利用物联网和RFID标签设计的完整监测存在周期和有效的医疗保健监测系统。实验结果表明,该算法对各种突发事件具有鲁棒性。在该系统中,为了获得准确的评估结果,监测和衡量患者的健康状况,增加物联网的功能,提出了单片机与传感器的结合。
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引用次数: 119
An integrated customer relationship management and Data Mining framework for customer classification and risk analysis in health sector 一个用于卫生部门客户分类和风险分析的综合客户关系管理和数据挖掘框架
Pub Date : 2017-03-07 DOI: 10.1109/ICITM.2017.7917893
Ali Alsaç, Murat Çolak, Gülsen Aydin Keskin
In today's competitive environment, having a customer oriented approach is inevitable for organizations. At this point, in order to achieve customer satisfaction, customer relationship management (CRM) targets to provide products and services which meet customer expectation. Data which is collected about customers is an important source to determine their needs. Therefore, analysis is made to determine characteristic features of customers by using the data in data bases of the companies. Thanks to this data, it is possible to determine the product choice of customers and to put forth the opportunities that can be provided to customers. Data Mining (DM) is a process of revealing a meaningful information and image by the analysis of data. In this study, the data of a company which is operating in health sector in Turkey was analysed using some data mining algorithms like Naive Bayes which is an algorithm of classification rule, J48 which is one of the algorithms to generate decision tree and k-nearest neighbour IBk algorithm. Thus, customers were classified by product groups and risk factors. As a result of the study, it is aimed to develop a marketing strategy and a more effective sales campaign for the company by using the classification results. As well, to the best of our knowledge, our paper is the first study which realized in health sector.
在当今的竞争环境中,以客户为导向的方法对组织来说是不可避免的。此时,为了实现客户满意,客户关系管理(CRM)的目标是提供满足客户期望的产品和服务。收集的客户数据是确定客户需求的重要来源。因此,利用公司数据库中的数据进行分析,确定客户的特征特征。通过这些数据,可以确定客户的产品选择,并提出可以提供给客户的机会。数据挖掘(DM)是通过对数据的分析,揭示有意义的信息和图像的过程。在本研究中,使用朴素贝叶斯(一种分类规则算法)、J48(一种生成决策树的算法)和k近邻IBk算法等数据挖掘算法分析了土耳其一家在卫生部门运营的公司的数据。因此,根据产品组和风险因素对客户进行分类。作为研究的结果,它旨在通过使用分类结果为公司制定营销策略和更有效的销售活动。此外,据我们所知,我们的论文是第一个在卫生部门实现的研究。
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引用次数: 5
Simulation research on storage-retrieval strategies of stereo garages 立体车库存取策略仿真研究
Pub Date : 2017-03-07 DOI: 10.1109/ICITM.2017.7917899
Qizhen Chen, Huanxiang Sun
To solve the existing problem of stereo garages, this paper chooses vertical lifting stereo garages as studying object and average waiting time as evaluation indicators to simulate two different types of storage-retrieval strategies of stereo garages, First Come First Service (FCFS) strategy and Cross-access strategy, by FlexSim. Besides, in order to analyze the influences on the total waiting time resulting from two strategies quantitatively and precisely, this paper adopts a statistical method, “Paired-t Confidence Interval”, to analyze results.
为解决立体车库存在的问题,本文以垂直升降立体车库为研究对象,以平均等待时间为评价指标,利用FlexSim软件模拟了两种不同类型立体车库的存取策略,即先到先服务(FCFS)策略和交叉存取策略。此外,为了定量准确地分析两种策略对总等待时间的影响,本文采用了“配对t置信区间”的统计方法对结果进行分析。
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引用次数: 1
期刊
2017 6th International Conference on Industrial Technology and Management (ICITM)
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