Advances in Production Engineering & Management最新文献_第6页

An integrated CNC system for chatter suppression in turning 车削颤振抑制的集成数控系统

IF 3.6 3区工程技术

Advances in Production Engineering & Management Pub Date : 2020-09-27 DOI: 10.14743/apem2020.3.368

M. Jasiewicz, K. Miądlicki

{"title":"An integrated CNC system for chatter suppression in turning","authors":"M. Jasiewicz, K. Miądlicki","doi":"10.14743/apem2020.3.368","DOIUrl":"https://doi.org/10.14743/apem2020.3.368","url":null,"abstract":"Self‐excited chatter vibrations are one of factors affecting the reduction of cutting efficiency, especially while machining highly compliant machine parts. Their occurrence can be limited by the proper technological parameters selec‐ tion. These parameters can be determined by analysing the cutting process stability, which requires knowledge of the machine‐tool‐workpiece system dynamic properties. Normally, these properties are determined experimental‐ ly, which is troublesome in industrial practice. This article presents a method in which dynamic properties are calculated by single‐board computer inte‐ grated with a Computer Numerical Control (CNC) system, with no need to carry out additional experimental tests. It is possible with the receptance coupling approach which allows for obtaining the workpiece geometry by analyzing the machining program and then determining the machine tool – workpiece system dynamic properties. These properties are the input to the presented algorithm that facilitates the selection of cutting parameters ena‐ bling stable turning of highly compliant machine parts. The presented system is dedicated to turning but can also be adapted to determine the stability of milling with flexible tools. © 2020 CPE, University of Maribor. All rights reserved.","PeriodicalId":48763,"journal":{"name":"Advances in Production Engineering & Management","volume":"26 1","pages":"318-330"},"PeriodicalIF":3.6,"publicationDate":"2020-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77896109","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 5

Decentralized optimization of the flexible production lines 柔性生产线的分散优化

IF 3.6 3区工程技术

Advances in Production Engineering & Management Pub Date : 2020-09-27 DOI: 10.14743/apem2020.3.364

P. Malega, V. Rudy, R. Kanász, V. Gazda

{"title":"Decentralized optimization of the flexible production lines","authors":"P. Malega, V. Rudy, R. Kanász, V. Gazda","doi":"10.14743/apem2020.3.364","DOIUrl":"https://doi.org/10.14743/apem2020.3.364","url":null,"abstract":"The shortening of the production cycle and increasing impact of the techno‐ logical innovations evokes improvement of the methods used in the produc‐ tion line scheduling. The aim of the presented research is a proposal of the decision model that enables a flexible reaction to the changing production conditions. The central decisions are substituted by the decisions performed on the independent machines level. The machines utilize rather restricted information on the capacities utilization of their technological neighbours. The decisions follow the decision tables (decision chromosomes) re‐coded in the course of the evolution. The Genetic algorithms standing behind the mod‐ el, enable identification of the highly acceptable solutions that is proved by a set of the simulation experiments. The set of independent machines becomes self‐organized, having a significant positive effect on the production line ca‐ pacities utilization. The decentralization aspect makes our proposal some‐ what different from other research in the field. The philosophy is built on the fact that each machine makes its production decision based on the available information, which it has at its disposal in a given time. The machine flexible reacts to its neighbours' capacity utilization (machine before and after given production machine) in the production process flow. © 2020 CPE, University of Maribor. All rights reserved.","PeriodicalId":48763,"journal":{"name":"Advances in Production Engineering & Management","volume":"31 1","pages":"267-276"},"PeriodicalIF":3.6,"publicationDate":"2020-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90194704","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 6

Bottleneck identification and alleviation in a blocked serial production line with discrete event simulation: A case study 基于离散事件模拟的阻塞系列生产线瓶颈识别与缓解:一个案例研究

IF 3.6 3区工程技术

Advances in Production Engineering & Management Pub Date : 2020-06-30 DOI: 10.14743/apem2020.2.353

G. Z. Li, Z. G. Xu, S. Yang, H. Wang, X. Bai, Z. Ren

{"title":"Bottleneck identification and alleviation in a blocked serial production line with discrete event simulation: A case study","authors":"G. Z. Li, Z. G. Xu, S. Yang, H. Wang, X. Bai, Z. Ren","doi":"10.14743/apem2020.2.353","DOIUrl":"https://doi.org/10.14743/apem2020.2.353","url":null,"abstract":"Aiming at the gap between theoretical research and practical application in the production bottleneck field, we apply five bottleneck identification meth‐ ods in a serial production line in aerospace industry based on discrete event simulation and Plant Simulation software, meanwhile discuss the influence of the bottleneck machine quantity on the system performance. This paper evaluated the practicability, accuracy and limitation of various bottleneck identification methods at the practical level. The results of the bottleneck alleviation manifest that increasing the number of bottleneck machines can effectively improve the system performance, but the more machine quantity, the smaller performance improvement. More importantly, the paper studies the influence mechanism and function relationship of the bottleneck machine quantity on the maximum completion time from an interesting actual phenom‐ enon for the first time. The function obtains the condition that the maximum completion time achieves the minimum. The research and conclusion of this paper have essential reference significance for production guidance and theo‐ retical research, and can also contribute to narrow the gap between theory and application of the production bottleneck field. © 2020 CPE, University of Maribor. All rights reserved.","PeriodicalId":48763,"journal":{"name":"Advances in Production Engineering & Management","volume":"43 1","pages":"125-136"},"PeriodicalIF":3.6,"publicationDate":"2020-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"91335814","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 6

Multi-criteria decision making in supply chain management based on inventory levels, environmental impact and costs 基于库存水平、环境影响和成本的供应链管理多准则决策

IF 3.6 3区工程技术

Advances in Production Engineering & Management Pub Date : 2020-06-30 DOI: 10.14743/apem2020.2.355

J. Žic, S. Žic

{"title":"Multi-criteria decision making in supply chain management based on inventory levels, environmental impact and costs","authors":"J. Žic, S. Žic","doi":"10.14743/apem2020.2.355","DOIUrl":"https://doi.org/10.14743/apem2020.2.355","url":null,"abstract":"Supply chains in a global business environment operate within conflicting aspects. This research analyses correlation and interdependencies between inventory levels, costs and greenhouse gas emissions from replenishments within supply chain echelon. A simulation-based inventory optimisation conducted on 4000 experiments assumes the conditions of stochastic market demand, (R, s, S) inventory policy, target fill rates, predefined lead times and closing days constraint. It verifies the influence of operational and logistic decisions such as frequency of inventory replenishments or vehicle size selection on management objectives. Besides determining the best individual results for the objectives of minimum inventory levels, total costs and emissions, the overall best solutions in terms of three decision models – uniformly valued, cost-oriented and environmentally responsible model, were determined using multi-criteria decision-making methodology. These models are relevant for both scientific and practical managerial settings due to the evident lack of research simultaneously analysing inventory, cost and environmental performances of (R, s, S) policy. This study confirms that it is crucial in practice to perform an extensive simulation experiment analysis for each product to be able to determine its optimal settings. Inventory management software should have a direct influence on operational decisions in order to reduce costs or emissions within the same fill rate. © 2020 CPE, University of Maribor. All rights reserved.","PeriodicalId":48763,"journal":{"name":"Advances in Production Engineering & Management","volume":"36 1","pages":"151-163"},"PeriodicalIF":3.6,"publicationDate":"2020-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88452704","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 15

Coordination of dual-channel supply chain with perfect product considering sales effort 考虑到销售努力，产品完善的双渠道供应链协调

IF 3.6 3区工程技术

Advances in Production Engineering & Management Pub Date : 2020-06-30 DOI: 10.14743/apem2020.2.358

H. Hu, Q. Wu, S. Han, Z. Zhang

{"title":"Coordination of dual-channel supply chain with perfect product considering sales effort","authors":"H. Hu, Q. Wu, S. Han, Z. Zhang","doi":"10.14743/apem2020.2.358","DOIUrl":"https://doi.org/10.14743/apem2020.2.358","url":null,"abstract":"As more and more people use e-commerce for shopping, manufacturers are willing to open online sales channels in order to obtain more profits. This paper discusses a dual-channel supply chain (DCSC) composed of a retailer with a traditional channel and a manufacturer with a direct channel. In the external environment of uncertain market demand and defective products produced by manufacturers, manufacturers make efforts to promote online products, and consumers have free rider behaviour. Therefore, three game models under the leadership of manufacturers are established: (a) noncooperative game model; (b) coordination model under revenue-sharing contract; (c) coordination model under profit-sharing contract. The results indicate that the product defect rate has a certain influence on channel pricing and sale efforts. The competition between the actors of the dual-channel is beneficial to the consumers who pursue the price. Considering the overall profit of the DCSC, the cooperation between the manufacturer and retailer is more profitable than the channel competition, and they are more willing to make product sale efforts. The retailer's expected profit under revenuesharing contract is less than that under profit-sharing contract, but the total profit of coordination model is more than the latter. © 2020 CPE, University of Maribor. All rights reserved.","PeriodicalId":48763,"journal":{"name":"Advances in Production Engineering & Management","volume":"32 1","pages":""},"PeriodicalIF":3.6,"publicationDate":"2020-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73802604","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 10

A closed loop Stackelberg game in multi-product supply chain considering information security: A case study 考虑信息安全的多产品供应链闭环Stackelberg博弈研究

IF 3.6 3区工程技术

Advances in Production Engineering & Management Pub Date : 2020-06-30 DOI: 10.14743/apem2020.2.361

A. Babaeinesami, H. Tohidi, S. Seyedaliakbar

{"title":"A closed loop Stackelberg game in multi-product supply chain considering information security: A case study","authors":"A. Babaeinesami, H. Tohidi, S. Seyedaliakbar","doi":"10.14743/apem2020.2.361","DOIUrl":"https://doi.org/10.14743/apem2020.2.361","url":null,"abstract":"Realization of information security among supply chain components has always been one of the concerns of supply chain players. This research is the development of a mixed integer mathematical model for solving the problem of designing a multi-product network chain and balancing the separation line of parts in a closed loop supply chain. This model is responsive to market demand for finished products and spare parts simultaneously, and minimizes the transportation costs in forward and backward chains, product purchase costs in assembly section, costs of renewing collected products, and fixed costs of workplaces for the dividing the parts. This game consists of two players: the first player includes: Suppliers, assembly centers, retailers and customers, and the second player includes collection centers, renovation centers, separation centers and disposal centers. The payoff of each actor is minimizing their own objectives, and the objective of the model is the unawareness of the members of the chain from the objectives of other members (information security). The proposed model was solved in GAMS 24 software. Due to the nested model, the first model is solved first and the results of the model are entered into the second model. The results of the model solution show the good performance of the proposed model after implementation for the case study. Among the innovations of this research is the consideration of the Stackelberg game in multi-product closed loop supply chain along with the balance of the separation line of parts with the objective of minimizing all the cost elements. © 2020 CPE, University of Maribor. All rights reserved.","PeriodicalId":48763,"journal":{"name":"Advances in Production Engineering & Management","volume":"124 1","pages":"233-246"},"PeriodicalIF":3.6,"publicationDate":"2020-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87480016","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 9

Systematic mitigation of model sensitivity in the initiation phase of energy projects 能源项目启动阶段模型敏感性的系统缓解

IF 3.6 3区工程技术

Advances in Production Engineering & Management Pub Date : 2020-06-30 DOI: 10.14743/apem2020.2.360

M. Daković, B. Lalic, M. Delić, N. Tasić, D. Ciric

{"title":"Systematic mitigation of model sensitivity in the initiation phase of energy projects","authors":"M. Daković, B. Lalic, M. Delić, N. Tasić, D. Ciric","doi":"10.14743/apem2020.2.360","DOIUrl":"https://doi.org/10.14743/apem2020.2.360","url":null,"abstract":"Early project risk identification and assessment is a complex issue based on decision-making methods that are methodically suitable for successful project delivery. Nevertheless, although there are several risk management assessment tools, in practice, this issue is still not taken seriously enough in the project initiation phase. Literature research reveals a need for an applicable systematic risk model approach, systematic sensitivity of mitigation action plans, considering the need for early systematic project risk awareness. This paper not only explains the evidence that a risk systematic model tool is essential in the project initiation phase but also narrows the gaps through the systematic sensitivity approach with the accent on the integrated risk systematic model. The sensitivity approach is taken in the project early preparation phase, where evaluation, the establishment of limits to which risks are controllable, is based on the stage-gate model. The stage-gate model evaluates which risks are specific to a certain analysis in the early project definition phase, leads to the conclusion that excluding any mitigation elements or probability of risk occurrence reflects on the outcomes, and presents an unrealistic picture of the given project targets. This research represents a reliable risk tool with improvements in resolving systematic risk system faults, 'stakeholders' subjective decision gaps, constricting project contingency, and shortening project schedule deviation. The research is based on two complex industry (case studies) projects within the energy industry. © 2020 CPE, University of Maribor. All rights reserved.","PeriodicalId":48763,"journal":{"name":"Advances in Production Engineering & Management","volume":"70 1","pages":"217-232"},"PeriodicalIF":3.6,"publicationDate":"2020-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83214564","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Development of family of artificial neural networks for the prediction of cutting tool condition 用于刀具状态预测的人工神经网络族的发展

IF 3.6 3区工程技术

Advances in Production Engineering & Management Pub Date : 2020-06-30 DOI: 10.14743/apem2020.2.356

O. Spaić, Z. Krivokapic, D. Kramar

{"title":"Development of family of artificial neural networks for the prediction of cutting tool condition","authors":"O. Spaić, Z. Krivokapic, D. Kramar","doi":"10.14743/apem2020.2.356","DOIUrl":"https://doi.org/10.14743/apem2020.2.356","url":null,"abstract":"Recently, besides regression analysis, artificial neural networks (ANNs) are increasingly used to predict the state of tools. Nevertheless, simulations trained by cutting modes, material type and the method of sharpening twist drills (TD) and the drilling length from sharp to blunt as input parameters and axial drilling force and torque as output ANN parameters did not achieve the expected results. Therefore, in this paper a family of artificial neural networks (FANN) was developed to predict the axial force and drilling torque as a function of a number of influencing factors. The formation of the FANN took place in three phases, in each phase the neural networks formed were trained by drilling lengths until the drill bit was worn out and by a variable parameter, while the combinations of the other influencing parameters were taken as constant values. The results of the prediction obtained by applying the FANN were compared with the results obtained by regression analysis at the points of experimental results. The comparison confirmed that the FANN can be used as a very reliable method for predicting tool condition. © 2020 CPE, University of Maribor. All rights reserved.","PeriodicalId":48763,"journal":{"name":"Advances in Production Engineering & Management","volume":"3 1","pages":"164-178"},"PeriodicalIF":3.6,"publicationDate":"2020-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81770629","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 9

Comparison of artificial neural network, fuzzy logic and genetic algorithm for cutting temperature and surface roughness prediction during the face milling process 人工神经网络、模糊逻辑和遗传算法在端面铣削过程中切削温度和表面粗糙度预测中的比较

IF 3.6 3区工程技术

Advances in Production Engineering & Management Pub Date : 2020-06-30 DOI: 10.14743/apem2020.2.354

B. Savković, P. Kovac, D. Rodić, B. Strbac, S. Klančnik

{"title":"Comparison of artificial neural network, fuzzy logic and genetic algorithm for cutting temperature and surface roughness prediction during the face milling process","authors":"B. Savković, P. Kovac, D. Rodić, B. Strbac, S. Klančnik","doi":"10.14743/apem2020.2.354","DOIUrl":"https://doi.org/10.14743/apem2020.2.354","url":null,"abstract":"This paper shows the possibility of applying artificial intelligence methods in milling, as one of the most common machining operations. The main goal of the research is to obtain reliable intelligent models for selected output characteristics of the milling process, depending on the input parameters of the process: depth of cut, cutting speed and feed to the tooth. One of the problems is certainly determining the value of input parameters of the processing process depending on the objective function, i.e. the output characteristics of the milling process. The selected objective functions in this paper are the temperature in the cutting zone and arithmetic mean roughness of the machined surface. The paper examines the accuracy of three models based on artificial intelligence, obtained through artificial neural networks, fuzzy logic, and genetic algorithms. Based on the mean percentage error of deviation, conclusions were drawn as to which of the three models is most adequately applied and implemented in appropriate process systems, which are based on artificial intelligence. © 2020 CPE, University of Maribor. All rights reserved.","PeriodicalId":48763,"journal":{"name":"Advances in Production Engineering & Management","volume":"4 1","pages":"137-150"},"PeriodicalIF":3.6,"publicationDate":"2020-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88804110","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 27

Hybrid evolution strategy approach for robust permutation flowshop scheduling 鲁棒置换流水车间调度的混合进化策略

IF 3.6 3区工程技术

Advances in Production Engineering & Management Pub Date : 2020-06-30 DOI: 10.14743/apem2020.2.359

B. Khurshid, S. Maqsood, M. Omair, Rashid Nawaz, R. Akhtar

{"title":"Hybrid evolution strategy approach for robust permutation flowshop scheduling","authors":"B. Khurshid, S. Maqsood, M. Omair, Rashid Nawaz, R. Akhtar","doi":"10.14743/apem2020.2.359","DOIUrl":"https://doi.org/10.14743/apem2020.2.359","url":null,"abstract":"In this paper, a robust schedule has been proposed to deal with uncertainities for m-machines permutation flow shop problems. A robust schedule ensures that the expected finish time is always less than the makespan. To use the global search ability of the evolution strategy (ES) and local search ability of Tabu Search (TS), a hybrid evolution strategy (HES) is proposed by combining Improved ES with TS to generate the robust schedules. The robust schedule is first generated using ES and then the solution is optimized using TS for maximum exploitation and exploration of the solution space. For maximum exploitation in ES, (1+9) reproduction operator and double swap mutation is used. Also variable mutation rate is used for fine tuning of the results. In TS, the length of Tabu list is fixed, also lower bound is used to save computational time. The hybrid algorithm is tested on Carlier and Reeves benchmark problems taken from the OR-library. Achieved results are compared with other famous techniques available in the literature, and the results show that HES performs better than other techniques and provides an affirmative percentage increase in the probability that the expected finish time is less than the makespan. © 2020 CPE, University of Maribor. All rights reserved.","PeriodicalId":48763,"journal":{"name":"Advances in Production Engineering & Management","volume":"25 1","pages":"204-216"},"PeriodicalIF":3.6,"publicationDate":"2020-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85183202","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 5