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2020 IEEE 7th International Conference on Industrial Engineering and Applications (ICIEA)最新文献

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Low-Cost Educational Feedback Control System: Helicopter Tail Rotor for Yaw Control 低成本教育反馈控制系统:直升机尾桨偏航控制
Pub Date : 2020-04-01 DOI: 10.1109/ICIEA49774.2020.9102005
I. Chuckpaiwong, Arom Boekfah
This paper presents a low-cost educational mechatronic system - a simplified helicopter tail rotor for yaw control - used in a 12-hour graduate-level module. Details of hardware configuration, modeling, simulation, and experiment of helicopter tail rotor are provided. Feedback control using proportional-integral-derivative (PID) controller is implemented in real time through MATLAB support package for Arduino hardware together with Arduino Uno microcontroller. Experimental output tracking results for sinusoidal reference signal are presented. The student feedback after learning with the presented system shows positive results in offering student understanding and appreciation on the mechatronics and control subject.
本文介绍了一种低成本的教育机电系统-用于偏航控制的简化直升机尾桨-用于12学时的研究生级模块。详细介绍了直升机尾桨的硬件配置、建模、仿真和实验。通过Arduino硬件的MATLAB支持包,结合Arduino Uno微控制器,实时实现比例积分导数(PID)控制器的反馈控制。给出了正弦参考信号输出跟踪的实验结果。学生对系统的学习反馈表明,该系统在提高学生对机电一体化与控制学科的理解和评价方面取得了积极的效果。
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引用次数: 1
Multi Depot Vehicle Routing Using Ant Colony Optimization - Trip Assignment of Freight Flow Using Modified Gravity Model: Special case of CPEC – Flagship of Belt and Road Initiative (BRI) 基于蚁群优化的多车场车辆路径选择——基于修正重力模型的货流行程分配——以中巴经济走廊为例——“一带一路”旗舰项目
Pub Date : 2020-04-01 DOI: 10.1109/ICIEA49774.2020.9102034
Husnain Saeed, Shahid Ikramullah, Mushtaq Khan, Fahd Amjad, Liaqat Ali, Z. Faping
Various optimization techniques have been used to solve Traffic Assignment problem, similarly different variants of Gravity Model have been used to generate the trips across the network. This paper presents a unique methodology of combining both techniques and presents a holistic framework of managing Transportation Corridors that emerged due to combining these two proven techniques with slight modifications. Modified Gravity Model (MGM) successfully predicted and generated the trips across a corridor, and Ant Colony Optimization (ACO) helped assign Trips. The data used has been obtained from a real-life Corridor and the results have been verified using statistics from the national authorities managing the corridor. Specific case of China Pakistan Economic Corridor (CPEC) has been considered and modeled in Simio, Matlab and QGIS.
各种优化技术已被用于解决交通分配问题,类似地,重力模型的不同变体已被用于生成跨网络的行程。本文提出了一种结合这两种技术的独特方法,并提出了一个管理运输走廊的整体框架,该框架是由于将这两种经过验证的技术稍加修改而结合起来而出现的。修正的重力模型(MGM)成功地预测和生成了穿越走廊的行程,蚁群优化(ACO)帮助分配了行程。所使用的数据来自现实生活中的走廊,并使用管理走廊的国家当局的统计数据对结果进行了核实。考虑了中巴经济走廊(CPEC)的具体案例,并在Simio、Matlab和QGIS中进行了建模。
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引用次数: 0
Creating an Efficient Stacker Crane Design 创建高效堆垛起重机设计
Pub Date : 2020-04-01 DOI: 10.1109/ICIEA49774.2020.9101916
O. Baryshnikova
In this paper, discusses the design features of the stacker crane, which is the main working body of automated systems for sorting and storage of various cargoes. The research of durability, vibrations and sustainability of its metal structures by well-known package modeling and finite element analysis of MSC/NASTRAN is considered. Evaluation of stress-strain state of stacker crane, focused on creating full finite element models and a variety of types of calculations: linear and nonlinear crushing, research on sustainability, calculate natural oscillation forms and natural oscillation frequencies, the implementation of dynamic frequency and thermal analysis of structures, optimization of its parameters. By results of researches recommendations been given on improving the design of stacker crane.
本文论述了堆垛机的设计特点,堆垛机是各种货物分拣和仓储自动化系统的主体。通过MSC/NASTRAN的知名封装建模和有限元分析来研究其金属结构的耐久性、振动和可持续性。对堆垛起重机的应力-应变状态进行评价,重点建立全有限元模型和多种类型的计算:线性和非线性破碎,可持续性研究,计算自振形式和自振频率,实施结构的动频和热分析,优化其参数。根据研究结果,提出了改进堆垛起重机设计的建议。
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引用次数: 4
Research on Multi-node Supply Chain Coordination in New Retail Environment 新零售环境下多节点供应链协调研究
Pub Date : 2020-04-01 DOI: 10.1109/ICIEA49774.2020.9101980
Ziping Liu
This article builds a supply chain model consisting of three retailers on the basis of a two-way transshipment supply chain model of Rudi (2001), and analyzes a supply chain inventory management model with multi-directional transshipment in the new retail environment The formula is used to calculate the optimal ordering decision in the traditional newsboy model, centralized decision model and decentralized decision model. Combined with Matlab example analysis, it compares the impact of different decisions and different transfer prices on inventory selection. Based on this, under the conditions of independent demand and symmetric information, inventory sharing under centralized decision-making can achieve inventory integration between downstream retailers and optimize the overall profit of the supply chain. Inventory sharing under decentralized decision-making can also effectively increase the profit of the supply chain, and there is a coordinated transfer price to make the overall profit of the supply chain relatively optimal.
本文在Rudi(2001)双向转运供应链模型的基础上,构建了由三家零售商组成的供应链模型,分析了新零售环境下具有多向转运的供应链库存管理模型,并用公式计算了传统报童模型、集中决策模型和分散决策模型下的最优订货决策。结合Matlab实例分析,比较了不同决策和不同转让价格对库存选择的影响。基于此,在需求独立、信息对称的条件下,集中决策下的库存共享可以实现下游零售商之间的库存整合,优化供应链的整体利润。分散决策下的库存共享也能有效地增加供应链的利润,并且存在协调的转移价格,使供应链的整体利润相对最优。
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引用次数: 1
Accuracy Increasing of Automated Control with Multiple Measurements 多测量自动控制精度的提高
Pub Date : 2020-04-01 DOI: 10.1109/ICIEA49774.2020.9102029
E. Podchasov, N. Bubnova, M. Limorenko
Precision requirement increment for machine parts is one of the results of modern mechanical engineering development. It causes intermediate control and Acceptance test complication to allow crap rate decrement. However, Precision requirement increment may cause sufficient control technology complication and rise requirement for control devices. This problem may be solved by means of multiple measurements with optimization of its number. Traditional Student coefficient method usage causes uncertainty. Consecutive analysis with non-dimensional criteria of process stability is suggested to solve the problem. This method allows choosing minimal necessary number of measurement depending on the technological process characteristic. Because of easy mathematical realization such an algorithm may be used for measurement automation and its usage allows to optimize measurement numbers and to lower manufacturing time for machine parts.
机械零件精度要求的提高是现代机械工程发展的结果之一。它导致中间控制和验收测试的复杂性,以允许垃圾率下降。然而,精度要求的增加会导致控制技术的复杂性和对控制装置的要求的提高。该问题可以通过多次测量并优化测量次数的方法来解决。传统的学生系数法存在不确定性。为了解决这一问题,提出了过程稳定性的无量纲连续分析方法。这种方法允许根据工艺过程特性选择最小必要的测量次数。由于易于数学实现,这种算法可用于测量自动化,它的使用允许优化测量次数和降低机器零件的制造时间。
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引用次数: 4
A Mixed Integer Programming Model for Unrelated Parallel Machine Scheduling Problem with Sequence Dependent Setup Time to Minimize Makespan and Total Tardiness 具有序列相关设置时间的不相关并行机调度问题的混合整数规划模型,以最小化完工时间和总延迟
Pub Date : 2020-04-01 DOI: 10.1109/ICIEA49774.2020.9102086
Papimol Kongsri, J. Buddhakulsomsiri
This paper involves an unrelated parallel machine scheduling problem. Setup times are sequence dependent. A mixed integer linear programming model that represents the system is formulated. Two measures of performance, makespan, total tardiness, and a combination of both measures, are minimize. Results from a numerical example show that, with a proper weight between the two measures, a compromise solution can be found.
本文涉及一个不相关的并行机器调度问题。设置时间依赖于序列。建立了代表该系统的混合整数线性规划模型。两个性能度量,完工时间,总延迟时间,以及这两个度量的组合,都是最小化的。算例结果表明,在两个度量之间适当的权重可以找到一个折衷的解。
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引用次数: 2
Mechanism of Terminal Express Joint Distribution Based on Evolutionary Game 基于进化博弈的终端快递联合配送机制
Pub Date : 2020-04-01 DOI: 10.1109/ICIEA49774.2020.9102031
Shiran Zhang, Mengke Yang, Xiaoguang Zhou
Nowadays joint distribution as a new type of express delivery has been valued by many companies for its advantages. This paper uses evolutionary game theory to analyze and study the factors affecting the promotion of express terminal joint distribution. Introduces the government's reward and punishment factors to analyze the impact of government rewards and punishments on the decision of express companies. Through the verification and analysis of an example, suggestions are finally made on the promotion mechanism of joint distribution.
如今,联合配送作为一种新型的快递方式,以其独特的优势受到了很多企业的重视。本文运用进化博弈论对影响快递终端联合配送的因素进行了分析研究。引入政府奖惩因素,分析政府奖惩对快递公司决策的影响。通过实例验证和分析,最后对共同配送的促进机制提出建议。
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引用次数: 1
A Novel Station-Wide Area Information Interaction Intelligent System 一种新型的广域信息交互智能系统
Neng Jin, Xiangning Lin, Zhengtian Li, Zirui Rong, Peifu Zhang
Wide area differential protection (WADP) is verified to have many advantages over local protection. However, it is rarely applied in the field due to its high requirement to the communication network bandwidth. To deal with this problem, on the basis of the service oriented architecture of the internet cloud computing model, a novel station-wide area information interaction intelligent system is proposed. Within the system, the station-area intelligent unit with signal processing ability is taken as terminal and initiates request, while the wide area protection layer is taken as cloud platform and provides fast response service for WADP. The simulation results verify that the proposed intelligent system has high adaptability to the low-quality communication networks with limited bandwidth.
与局部保护相比,广域差动保护(WADP)具有许多优点。但由于对通信网络带宽的要求较高,在实际应用中很少。针对这一问题,在互联网云计算模型面向服务架构的基础上,提出了一种新型的广域信息交互智能系统。系统内以具有信号处理能力的站区智能单元为终端发起请求,广域保护层为云平台,为WADP提供快速响应服务。仿真结果验证了所提出的智能系统对带宽有限的低质量通信网络具有较高的适应性。
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引用次数: 0
An Appointment Scheduling Optimization Method in Healthcare with Simulation Approach 基于仿真的医疗保健预约调度优化方法
Pub Date : 2020-04-01 DOI: 10.1109/ICIEA49774.2020.9101995
A. Ala, Feng Chen
This paper presents a new mathematic model proposed to optimized appointment scheduling problems in healthcare. We actually introduced an Integer programming model with a Tabu search approach while add a simulation model addressed in Appointment Scheduling (AS) healthcare operating system for the assessment in an emergency center of various patient flow control and timing scenarios to obtain minimum patient waiting time and patient satisfaction during their treatment in hospital.
本文提出了一种新的优化医疗预约调度问题的数学模型。我们实际上引入了一个带有禁忌搜索方法的整数规划模型,同时添加了一个在预约调度(AS)医疗保健操作系统中解决的仿真模型,用于评估急诊中心的各种患者流控制和定时方案,以获得最小的患者等待时间和患者在医院治疗期间的满意度。
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引用次数: 5
Design and Development of a Neural Network — Based Coconut Maturity Detector Using Sound Signatures 基于声音特征的神经网络椰子成熟度检测器的设计与开发
Pub Date : 2020-04-01 DOI: 10.1109/ICIEA49774.2020.9101931
Nemilyn A. Fadchar, J. D. dela Cruz
Revolutionizing the post-harvest process using low-cost non-destructive approaches such as acoustics is a promising frontier to uplift the conventional farming practices as well as adapt machine learning tools to further increase the accuracy of the system. This study attempts to develop a prototype that uses the sound signatures to classify the maturity level of the young coconut by using neural network. Specifically, it aims to: (1) extract the acoustic features from the sound signal; (2) train the data set and develop the classification model using neural network; (3) develop a program for the prototype; (4) design and fabricate the hardware for the prototype; and (5) test and evaluate the protype. The major parts of the prototype were the vibration motor, vibration sensor, rpi 3b+ microcontroller, battery and LCD. Results of the neural network model obtained an overall classification accuracy of 91.3 % and an R-value of 0.94229. This implied that the neural network model has a high prediction rate to accurately determine the maturity level of the coconut using the sound signatures. Lastly, final evaluation results showed that the prototype has a higher percentage of prediction accuracy as compared to the manual process.
使用低成本的非破坏性方法(如声学)彻底改变收获后的过程是一个有前途的前沿,可以提升传统的农业实践,并适应机器学习工具以进一步提高系统的准确性。本研究试图利用神经网络,开发一种利用声音特征对幼椰子成熟程度进行分类的原型。具体而言,其目的是:(1)从声信号中提取声学特征;(2)利用神经网络对数据集进行训练,建立分类模型;(3)制定样机程序;(4)设计制造样机的硬件;(5)对样机进行测试和评价。样机的主要部件是振动电机、振动传感器、rpi 3b+微控制器、电池和LCD。结果表明,神经网络模型的总体分类准确率为91.3%,r值为0.94229。这意味着神经网络模型具有较高的预测率,可以利用声音特征准确地确定椰子的成熟度。最后,最终的评估结果表明,与人工过程相比,原型具有更高的预测准确率。
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引用次数: 5
期刊
2020 IEEE 7th International Conference on Industrial Engineering and Applications (ICIEA)
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