Advances in Industrial and Manufacturing Engineering最新文献_第6页

Real-time vision-based control of industrial manipulators for layer-width setting in concrete 3D printing applications 混凝土3D打印应用中工业机械手层宽设置的实时视觉控制

Advances in Industrial and Manufacturing Engineering Pub Date : 2022-11-01 DOI: 10.1016/j.aime.2022.100094

E. Shojaei Barjuei , E. Courteille , D. Rangeard , F. Marie , A. Perrot

{"title":"Real-time vision-based control of industrial manipulators for layer-width setting in concrete 3D printing applications","authors":"E. Shojaei Barjuei , E. Courteille , D. Rangeard , F. Marie , A. Perrot","doi":"10.1016/j.aime.2022.100094","DOIUrl":"10.1016/j.aime.2022.100094","url":null,"abstract":"<div><p>In this paper, to have control over geometry specifications of rectangular bar-shaped layers in a robotic concrete 3D printing process, a real-time vision-based control framework is developed and proposed. The proposed control system is able to set the layer-width by automatically adjusting the velocity of an industrial manipulator during the 3D printing process of concrete based materials relying on a vision system feedback. Initially, details related to the control system, vision and processing units, and robotic platform are discussed. In continue, technical descriptions related to the printhead design, conversion process from a digital 3D drawing model to numerical motion control commands of an industrial manipulator and building material used in this work are reported. The reliability and responsiveness of the developed system is then evaluated through experimental tests by printing several single bar-shaped layers with different wideness by means of an unique printhead geometry and also by printing two layers with the same dimension centrally above another. Overall, the high accuracy and responsiveness of the developed system demonstrate a great potential for real-time vision-based control of industrial manipulators for layer-width setting in concrete 3D printing applications.</p></div>","PeriodicalId":34573,"journal":{"name":"Advances in Industrial and Manufacturing Engineering","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2666912922000228/pdfft?md5=346ad7544ca4ee1d894e205af59e53e8&pid=1-s2.0-S2666912922000228-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43898464","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 9

A communication model for reducing the bullwhip effect in closed-loop supply chain 闭环供应链中减少牛鞭效应的沟通模型

Advances in Industrial and Manufacturing Engineering Pub Date : 2022-11-01 DOI: 10.1016/j.aime.2022.100086

Pooria Malekinejad, Mehran Ziaeian, Seyed Mojtaba Hosseini Bamakan

{"title":"A communication model for reducing the bullwhip effect in closed-loop supply chain","authors":"Pooria Malekinejad, Mehran Ziaeian, Seyed Mojtaba Hosseini Bamakan","doi":"10.1016/j.aime.2022.100086","DOIUrl":"10.1016/j.aime.2022.100086","url":null,"abstract":"<div><p>Nowadays, most supply chains prefer to exploit closed-loop strategies to reuse their previous products in a reproduction process to reduce their waste and costs. Fluctuations of the demand in a closed-loop supply chain can cause a destructive effect known as the bullwhip effect. This study aimed to investigate the factors that reduce the bullwhip effect in the closed-loop supply chain. For this purpose, first, using a survey on the relevant literature, ten related factors were identified. Then, the opinions of 21 experts were collected, and by applying the ISM technique, the interactions between the ten identified factors were categorized and developed. Finally, the structural equation modeling technique developed the conceptual fit model. The findings indicated that ten identified factors are structured in six general levels. The results also represented a positive and significant relationship among 16 identified relationships in the conceptual model. Based on our findings, “information sharing” is identified as the primary factor of the model. A shorter lead time return factor was also identified at the highest level of the model. The results lead to a comprehensive program to reduce the bullwhip effect in the closed-loop supply chain.</p></div>","PeriodicalId":34573,"journal":{"name":"Advances in Industrial and Manufacturing Engineering","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2666912922000162/pdfft?md5=1d54e3b0f7aa483e5721a4734b6c8bd3&pid=1-s2.0-S2666912922000162-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46875674","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

“Digital literacy”: Shaping industry 4.0 engineering curriculums via factory pilot-demonstrators “数字素养”:通过工厂试点示范塑造工业4.0工程课程

Advances in Industrial and Manufacturing Engineering Pub Date : 2022-11-01 DOI: 10.1016/j.aime.2022.100092

Ganesh Nithyanandam , Javier Munguia , Muruthanayagam Marimuthu

{"title":"“Digital literacy”: Shaping industry 4.0 engineering curriculums via factory pilot-demonstrators","authors":"Ganesh Nithyanandam , Javier Munguia , Muruthanayagam Marimuthu","doi":"10.1016/j.aime.2022.100092","DOIUrl":"https://doi.org/10.1016/j.aime.2022.100092","url":null,"abstract":"<div><p>This work describes a joint initiative between PSG-College of technology (Coimbatore, India) and Newcastle University (UK) for the mapping, design, evaluation and roll out of technically rich ‘Digital Manufacturing’ curriculum which has been embraced with a two-fold objective: 1) to prepare final-year Engineering students for real-life industrial environments and 2) to promote the use of digital technologies across manufacturing-intensive Micro, Small and Medium Enterprises (MSMEs) that can directly benefit from their application at an engineering, managerial and shop-floor practical levels. The project started by considering both countries' national strategies for Industry 4.0 (MAKE-in India and Made Smarter, UK) to identify those areas marked as strategically critical and mapping them onto existing engineering curriculums across undergraduate engineering degrees.</p><p>Based on local industry partners with clearly defined ‘digitalization’ opportunities, four industrial case studies were selected and reproduced inside both University labs in the form of student projects that were made available to all final year mechanical engineering students at both institutions. The resulting pilot projects exhibited the potential to expose undergraduate students to engineering concepts and techniques not currently covered in the taught curriculums, while offering industry a ‘soft landing’ on the use of Industry 4.0 tools which have not yet been embraced, mainly due to the lack of qualified personnel or access to specific technology skillsets, such as 3D printing, Augmented Reality and Digital Twins.</p></div>","PeriodicalId":34573,"journal":{"name":"Advances in Industrial and Manufacturing Engineering","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2666912922000216/pdfft?md5=800f840f5b2b59a7646bb1d0c8c11f97&pid=1-s2.0-S2666912922000216-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"92003999","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Material design factors in the additive manufacturing of Carbon Fiber Reinforced Plastic Composites: A state-of-the-art review 碳纤维增强塑料复合材料增材制造中的材料设计因素:最新研究综述

Advances in Industrial and Manufacturing Engineering Pub Date : 2022-11-01 DOI: 10.1016/j.aime.2022.100100

Olusanmi Adeniran , Weilong Cong , Adedeji Aremu

{"title":"Material design factors in the additive manufacturing of Carbon Fiber Reinforced Plastic Composites: A state-of-the-art review","authors":"Olusanmi Adeniran , Weilong Cong , Adedeji Aremu","doi":"10.1016/j.aime.2022.100100","DOIUrl":"10.1016/j.aime.2022.100100","url":null,"abstract":"<div><p>Materials design advancements are now paramount to further the course of additive manufacturing (AM) of carbon-fiber-reinforced plastic (CFRP) composites. This is due to the increased prospect of such composites in a wide range of applications, ranging from space to automotive subjected to stringent mechanical performance requirements. A synergy of the high strength-to-weight ratio of the CFRP composites coupled with design freedoms inherent in AM techniques offers several interesting opportunities to customize and increase access to mechanical parts. However, several challenges are currently preventing the AM fabrication of the composites from realizing satisfactory mechanical properties compared to some of the traditional methods such as autoclave molding, extrusion molding, compression molding, etc. The challenges can be improved with a better understanding and appropriation of materials design factors that define the controllable material features which could be suitably varied to obtain desired mechanical performances. This paper reviews the literature on the material factors that influence the mechanical performance of parts composed of short-fiber CFRP composites fabricated through the AM technique. Thermoplastic matrix compositions, chain arrangements, and structural morphology effects are discussed in relation to the ease of processing and the final mechanical performance of fabricated composites. Operating environmental effects on mechanical performance were reviewed and also works of literature on the current state of development in the simulation modeling of material factors in the AM fabrication of CFRP composites were discussed.</p></div>","PeriodicalId":34573,"journal":{"name":"Advances in Industrial and Manufacturing Engineering","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2666912922000277/pdfft?md5=927b5ce0d20f44d381d14e90711cd327&pid=1-s2.0-S2666912922000277-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43463204","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 2

The joining of CP-vanadium and Ti–6Al–4V using the Electron Beam Melting Additive Manufacturing method 电子束熔融增材制造法连接CP钒和Ti–6Al–4V

Advances in Industrial and Manufacturing Engineering Pub Date : 2022-11-01 DOI: 10.1016/j.aime.2022.100102

Affaan Uthman Moosa , Everth Hernández-Nava , Mohanad Kadhim Mejbel , Iain Todd

{"title":"The joining of CP-vanadium and Ti–6Al–4V using the Electron Beam Melting Additive Manufacturing method","authors":"Affaan Uthman Moosa , Everth Hernández-Nava , Mohanad Kadhim Mejbel , Iain Todd","doi":"10.1016/j.aime.2022.100102","DOIUrl":"10.1016/j.aime.2022.100102","url":null,"abstract":"<div><p>The use of electron beam welding for dissimilar welding (DW) of commercially pure (CP) vanadium to Ti–6Al–4V has been investigated via ARCAM S12, an additive manufacturing powder-bed system. Investigations of bead-on-plate welds for Ti–6Al–4V were first conducted to identify the process parameters for full penetration welds with a minimum energy input of 37 mA at a traverse speed of 7 mm/s. Vanadium bead on plate welds produced a penetration of approximately 75%, which was enough to proceed onto DW experiments. Defect-free full penetration welds were produced. The DW weld zone microstructure revealed an elongated dendritic structure comprised of bulky βTi grains and a fine substructure of α' laths. Thermal imaging (TI) showed an increment in radiance temperature ahead of the melt pool, indicating that there is a minimum energy required before keyhole welding is present, confirming mathematical calculations. Mechanical characterisation finds a fair range of hardness across both base metals (BM), heat affected zones (HAZ) and fusion zones (FZ). With no yield plateau in tensile test curves, the material is confirmed to fail on the side with lower mechanical properties, i.e., vanadium, which draws a fair process window for dissimilar welding between Ti6Al4V and vanadium alloys.</p></div>","PeriodicalId":34573,"journal":{"name":"Advances in Industrial and Manufacturing Engineering","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2666912922000290/pdfft?md5=ea6c45f75b0016d24f1a079960454914&pid=1-s2.0-S2666912922000290-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42691334","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 2

Mathematical model for heat transfer during laser material processing 激光材料加工过程传热的数学模型

Advances in Industrial and Manufacturing Engineering Pub Date : 2022-11-01 DOI: 10.1016/j.aime.2022.100087

Ayman Mostafa, Mamdud Hossain

引用次数: 0

Development of an artificial neural network (ANN) model to predict the temperature of hot-rolled steel pipes 热轧钢管温度预测的人工神经网络模型的开发

Advances in Industrial and Manufacturing Engineering Pub Date : 2022-11-01 DOI: 10.1016/j.aime.2022.100090

Raphael Langbauer , Georg Nunner , Thomas Zmek , Jürgen Klarner , René Prieler , Christoph Hochenauer

{"title":"Development of an artificial neural network (ANN) model to predict the temperature of hot-rolled steel pipes","authors":"Raphael Langbauer , Georg Nunner , Thomas Zmek , Jürgen Klarner , René Prieler , Christoph Hochenauer","doi":"10.1016/j.aime.2022.100090","DOIUrl":"10.1016/j.aime.2022.100090","url":null,"abstract":"<div><p>One important objective in steel pipe manufacturing is to avoid rejects. In order to adequately heat each individual pipe in the furnace, the surface temperature of all pipes after rolling must be predicted accurately. A fast model is needed that can provide this prediction quickly and repeatedly. To achieve this goal, artificial neural networks (ANN) were applied to the hot-rolling process used to create seamless steel pipes for the first time, and results are presented in this paper. Modelling the process is a complicated task, because a wide range of different geometries are manufactured, and the pipes can possibly be cooled after rolling. To address this issue, two ANN models were designed, with one model consisting of two coupled ANNs to increase its accuracy. This also represents a novel modelling approach. Both models were trained with data recorded during the production process. In general, the modelling results agree well with data collected by the in-plant measurement system for a wide range of different finished pipe geometries. The two models are compared, and differences in their behavior are discussed.</p></div>","PeriodicalId":34573,"journal":{"name":"Advances in Industrial and Manufacturing Engineering","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2666912922000198/pdfft?md5=70ec4437aa4431473e5c44bbdbfce7bc&pid=1-s2.0-S2666912922000198-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46004468","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 5

Influence of dressing parameters on the formation of micro lead on shaft sealing counterfaces during external cylindrical plunge grinding 外圆插拔磨削过程中修整参数对轴封端面微铅形成的影响

Advances in Industrial and Manufacturing Engineering Pub Date : 2022-11-01 DOI: 10.1016/j.aime.2022.100098

Jannik Röttger , Thomas Bergs , Sebastian Barth , Matthias Baumann , Frank Bauer

{"title":"Influence of dressing parameters on the formation of micro lead on shaft sealing counterfaces during external cylindrical plunge grinding","authors":"Jannik Röttger , Thomas Bergs , Sebastian Barth , Matthias Baumann , Frank Bauer","doi":"10.1016/j.aime.2022.100098","DOIUrl":"https://doi.org/10.1016/j.aime.2022.100098","url":null,"abstract":"<div><p>The function of radial sealing systems depends significantly on the shaft counterface. External cylindrical plunge grinding is considered the standard for the manufacturing of suitable shaft counterfaces. It creates a stochastic surface texture with many anisotropic groove-like grinding structures, oriented in the circumferential direction of the shaft. The structures are created by the grain engagement into the workpiece during the grinding process. This surface characteristic exhibits optimal properties for hydrodynamic lubrication between the seal and the shaft. Although there is no axial relative movement between grinding wheel and workpiece in plunge grinding, under unfavorable conditions grinding structures can be produced that deviate from the circumferential direction. These structures then transport fluid through the sealing during rotation. Structures, that cause fluid transportation because of inclined orientation to the circumferential direction, are referred to as micro lead. Especially for high rotational speeds, e.g. in electric powertrains, micro lead causes high pumping effects and therefore leakage and following failure of products. This publication presents findings on the influence of the dressing parameters on the formation of micro lead during external cylindrical plunge grinding. The experimental investigations show that especially negative dressing speed ratios lead to the formation of micro lead structures.</p></div>","PeriodicalId":34573,"journal":{"name":"Advances in Industrial and Manufacturing Engineering","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2666912922000253/pdfft?md5=2d8b7a524c0ea4fd823350967a52bcbe&pid=1-s2.0-S2666912922000253-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"137276611","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Interpretable failure risk assessment for continuous production processes based on association rule mining 基于关联规则挖掘的连续生产过程可解释故障风险评估

Advances in Industrial and Manufacturing Engineering Pub Date : 2022-11-01 DOI: 10.1016/j.aime.2022.100095

Florian Pohlmeyer, Ruben Kins, Frederik Cloppenburg, Thomas Gries

{"title":"Interpretable failure risk assessment for continuous production processes based on association rule mining","authors":"Florian Pohlmeyer, Ruben Kins, Frederik Cloppenburg, Thomas Gries","doi":"10.1016/j.aime.2022.100095","DOIUrl":"10.1016/j.aime.2022.100095","url":null,"abstract":"<div><p>Continuous production processes are often highly complex and involve machine failures as well as unscheduled process downtimes. Failures result in the production of waste and in high opportunity costs, but their causes are not always apparent to machine operators. As a result, identifying failure root causes and avoiding risky process states is of high interest for producers. This work presents an approach for a data-driven failure risk assessment that is validated on real-world process data of a nonwovens production line. In this approach, association rule mining is adapted to continuous processes for producing highly interpretable results in the form of association rules that represent the main causes for failures. The methodology includes data preparation, modelling of production states and the evaluation of root causes using an associative classification algorithm. The result of this paper is a method for an interpretable risk assessment in continuous production processes. By using the method in live production, causes of failures can be detected and interpreted. The universal structure of the developed method supports applications in many other continuous production processes.</p></div>","PeriodicalId":34573,"journal":{"name":"Advances in Industrial and Manufacturing Engineering","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S266691292200023X/pdfft?md5=38310eac75664217116d91f79cfc0969&pid=1-s2.0-S266691292200023X-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49652913","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 3

Benchmarking of hyperparameter optimization techniques for machine learning applications in production 生产中机器学习应用的超参数优化技术的基准测试

Advances in Industrial and Manufacturing Engineering Pub Date : 2022-11-01 DOI: 10.1016/j.aime.2022.100099

Maximilian Motz , Jonathan Krauß , Robert Heinrich Schmitt

{"title":"Benchmarking of hyperparameter optimization techniques for machine learning applications in production","authors":"Maximilian Motz , Jonathan Krauß , Robert Heinrich Schmitt","doi":"10.1016/j.aime.2022.100099","DOIUrl":"10.1016/j.aime.2022.100099","url":null,"abstract":"<div><p>Machine learning (ML) has become a key technology to leverage the potential of large data amounts that are generated in the context of digitized and connected production processes. In projects for developing ML solutions for production applications, the selection of hyperparameter optimization (HPO) techniques is a key task that significantly impacts the performance of the resulting ML solution. However, selecting the best suitable HPO technique for an ML use case is challenging, since HPO techniques have individual strengths and weaknesses and ML use cases in production are highly individual in terms of their application areas, objectives, and resources. This makes the selection of HPO techniques in production a very complex task that requires decision support. Thus, we present a structured approach for benchmarking HPO techniques and for integrating the empirical data generated within benchmarking experiments into decision support systems. Based on the data generated within a large-scale benchmarking study, the validation results prove that the usage of benchmarking data improves decision-making in HPO technique selection and thus helps to exploit the full potential of ML solutions in production applications.</p></div>","PeriodicalId":34573,"journal":{"name":"Advances in Industrial and Manufacturing Engineering","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2666912922000265/pdfft?md5=5e2d13d824528fc37b5ebfe0e0a0640d&pid=1-s2.0-S2666912922000265-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42392259","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1