Relevant bibliographies by topics / Machining, modelling, sustainable manufacturing

Contents

  1. Journal articles
  2. Dissertations / Theses
  3. Books
  4. Book chapters
  5. Conference papers
  6. Reports

Academic literature on the topic 'Machining, modelling, sustainable manufacturing'

Author: Grafiati
Published: 14 March 2023
Last updated: 31 July 2025

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Journal articles on the topic "Machining, modelling, sustainable manufacturing"

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Khatai, Saswat, Ashok Kumar Sahoo, Ramanuj Kumar, and Amlana Panda. "A contemporary advancement of intelligent machining and sustainability aspects in hard machining area: A Critical Review." E3S Web of Conferences 430 (2023): 01296. http://dx.doi.org/10.1051/e3sconf/202343001296.

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The intelligent manufacturing devotes considerable effort to towards machining process. This phenomenon is engendered by the growing demand for advanced machining process for manufacturing of precise parts by adopting optimization techniques. This article illustrates the most significant developments in the sustainability aspects as well as optimization and modelling techniques adopted to solve the problems and complexity in hard machining process. Machining realisation necessitates recent and future breakthroughs in technological innovations for Industry 4.0. A significant amount of focus is
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Celent, Luka, Dražen Bajić, Sonja Jozić, and Marko Mladineo. "Hard Milling Process Based on Compressed Cold Air-Cooling Using Vortex Tube for Sustainable and Smart Manufacturing." Machines 11, no. 2 (2023): 264. http://dx.doi.org/10.3390/machines11020264.

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Improving machining performance and meeting the requirements of sustainable production at the same time represents a major challenge for the metalworking industry and scientific community. One approach to satisfying the above challenge is to apply different types of cutting fluids or to optimise their usage during the machining process. The fact that cutting fluids are well known as significant environmental pollutants in the metalworking industry has encouraged researchers to discover new environmentally friendly ways of cooling and lubricating in the machining process. Therefore, the main go
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Niamat, Misbah, Shoaib Sarfraz, Wasim Ahmad, Essam Shehab, and Konstantinos Salonitis. "Parametric Modelling and Multi-Objective Optimization of Electro Discharge Machining Process Parameters for Sustainable Production." Energies 13, no. 1 (2019): 38. http://dx.doi.org/10.3390/en13010038.

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Electro Discharge Machining (EDM) can be an element of a sustainable manufacturing system. In the present study, the sustainability implications of EDM of special-purpose steels are investigated. The machining quality (minimum surface roughness), productivity (material removal rate) improvement and cost (electrode wear rate) minimization are considered. The influence and correlation of the three most important machining parameters including pulse on time, current and pulse off time have been investigated on sustainable production. Empirical models have been established based on response surfac
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Mohd Zakaria, Muhammad Akmal, Raja Izamshah Raja Abdullah, Mohd Shahir Kasim, and Mohamad Halim Ibrahim. "Enhancing the Productivity of Wire Electrical Discharge Machining Toward Sustainable Production by using Artificial Neural Network Modelling." EMITTER International Journal of Engineering Technology 7, no. 1 (2019): 261–74. http://dx.doi.org/10.24003/emitter.v7i1.365.

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Sustainability plays an important role in manufacturing industries through economically-sound processes that able to minimize negative environmental impacts while having the social benefits. In this present study, the modeling of wire electrical discharge machining (WEDM) cutting process using an artificial neural network (ANN) for prediction has been carried out with a focus on sustainable production. The objective was to develop an ANN model for prediction of two sustainable measures which were material removal rate (as an economic aspect) and surface roughness (as a social aspect) of titani
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Ritu Gupta, Et al. "Integrating Machine Learning and Mathematical Programming for Optimisation of Electric Discharge of Machining Techniques." International Journal on Recent and Innovation Trends in Computing and Communication 11, no. 11s (2023): 683–90. http://dx.doi.org/10.17762/ijritcc.v11i11s.9659.

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This study explores the combination of machine guidance and several developing approaches to enhance both precision and effectiveness during Electricity-discharged Machining (EDM) business operations. The studies on quality control, energy efficiency, sustainable development, mathematical modelling within EDM optimization, and machine learning applications in EDM optimisation are all examined in this study. It highlights significant gaps in scientific knowledge, providing a pathway for the development of state-of-the-art EDM methods. The outcomes show that material decrease, energy efficiency,
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Singh, Shweta, Satendra Singh, Rahul Pawar, and Kuldeep Singh Kulhar. "Artificial Intelligence Approaches for Predictive Power Consumption Modeling in Machining-Short Review." E3S Web of Conferences 540 (2024): 06015. http://dx.doi.org/10.1051/e3sconf/202454006015.

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This article focuses on the crucial role of predictive modeling, particularly powered by artificial intelligence (AI), in optimizing power consumption in machining, a vital facet of modern manufacturing. Highlighting the growing significance of power utilization in machining operations due to economic, environmental, and equipment-related implications, the article underscores the importance of this area. It proceeds to discuss the contributions of predictive modelling , elucidating its capacity to predict and manage variability, optimize tool selection and cutting parameters, reduce downtime,
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Singh, Karmjit, and Ibrahim Sultan. "A Computer-Aided Sustainable Modelling and Optimization Analysis of CNC Milling and Turning Processes." Journal of Manufacturing and Materials Processing 2, no. 4 (2018): 65. http://dx.doi.org/10.3390/jmmp2040065.

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The sustainability of a manufacturing process can be measured by three main factors which impact both ecological and financial constraints. These factors are the energy required to achieve a specific job, the material utilized for the job, and the time taken to complete that job. These factors have to be quantified and analysed so that a proper manufacturing system can be designed to optimize process sustainability. For this purpose, a computer package, which utilizes life cycle inventory models has been presented for CNC (Computer Numerical Control) milling and turning processes. Based on uti
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Del Sol, Irene, Álvaro Domínguez Calvo, David Piñero, Jorge Salguero, and Moises Batista. "Study of the FDM Parameters of the ABS Parts in the Surface Quality after Machining Operations." Key Engineering Materials 813 (July 2019): 203–8. http://dx.doi.org/10.4028/www.scientific.net/kem.813.203.

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Additive Manufacturing (AM) is one of the Key Enabling Technologies (KET’s) in Industry 4.0. One of the most worldwide used technologies is Fussed Deposition Modelling (FDM), a technology commonly used for domestic purposes. However, it could become a profitable option for industrial applications such as protections parts, flexible clamping systems or large volume parts. One of the issues that keeps this technology away from the mainstream industry is the lack of dimensional accuracy and the appearance of layer deposition defects that are produced as a consequence of the nature of the process.
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Rizzo, Antonella, Saurav Goel, Maria Luisa Grilli, et al. "The Critical Raw Materials in Cutting Tools for Machining Applications: A Review." Materials 13, no. 6 (2020): 1377. http://dx.doi.org/10.3390/ma13061377.

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A variety of cutting tool materials are used for the contact mode mechanical machining of components under extreme conditions of stress, temperature and/or corrosion, including operations such as drilling, milling turning and so on. These demanding conditions impose a seriously high strain rate (an order of magnitude higher than forming), and this limits the useful life of cutting tools, especially single-point cutting tools. Tungsten carbide is the most popularly used cutting tool material, and unfortunately its main ingredients of W and Co are at high risk in terms of material supply and are
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Liu, Guoliang, Tuğrul Özel, Jianming Li, Dexiang Wang, and Shufeng Sun. "Optimization and fabrication of curvilinear micro-grooved cutting tools for sustainable machining based on finite element modelling of the cutting process." International Journal of Advanced Manufacturing Technology 110, no. 5-6 (2020): 1327–38. http://dx.doi.org/10.1007/s00170-020-05906-6.

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Dissertations / Theses on the topic "Machining, modelling, sustainable manufacturing"

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ROBIGLIO, MATTEO. "Modelling and optimization of machining processes towards economic and environmental sustainability." Doctoral thesis, Politecnico di Torino, 2017. http://hdl.handle.net/11583/2674416.

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In recent years, the increase in energy demand and carbon emission constraints have forced industry sector to improve the process efficiency with respect to environmental sustainability. Therefore, resource saving has become not only an added value, but a real priority for manufacturing in the Industry 4.0 era. Life-Cycle Assessment (LCA) is a common practice for estimating the environmental impact of products during their life-cycle, and can be used more widely and easily if specific models focusing on each life-cycle phase are available. In this thesis, the manufacturing phase of machined pr
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Dawood, Abdulhameed Alaa. "A Study on the Sustainable Machining of Titanium Alloy." TopSCHOLAR®, 2016. http://digitalcommons.wku.edu/theses/1566.

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Titanium and its alloy (Ti-6Al-4V) are widely used in aerospace industries because of their light weight, high specific strength, and corrosion resistance. This study conducted a comparative experimental analysis of the machinability of Ti-6Al-4V for conventional flood coolant machining and sustainable dry machining. The effect of cutting speed, feed rate, and depth of cut on machining performance has been evaluated for both conditions. The machining time and surface roughness were found to be lower in dry machining compared to flood coolant machining. The tool wear was found to be unpredictab
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Katchasuwanmanee, Kanet. "Investigation of the energy efficient sustainable manufacturing approach and its implementation perspectives." Thesis, Brunel University, 2016. http://bura.brunel.ac.uk/handle/2438/14348.

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In the last two decades, energy is becoming one of the main issues in the manufacturing industry as it contributes substantially to production cost, CO2 emissions, and other destructive environmental impact. Due to rising energy costs, environmental concerns and stringent regulations, manufacturing is increasingly driven towards sustainable manufacturing which needs to address the associated environmental, social and economic aspects simultaneously. One common approach is to achieve sustainability and to implement energy-resource efficient production management systems that enable optimisation
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Vijayakumar, Badrinarayanan. "Numerical modelling of heat treatment and subsequent machining of a superalloy turbine disc : an integrated manufacturing modelling approach." Thesis, University of Birmingham, 2013. http://etheses.bham.ac.uk//id/eprint/4669/.

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The competitive and ever growing business of aerospace technology is constantly pushing for improvements in the engine efficiency to deliver high performance with lower costs and reduced environmental impact. Over the past 50 years, the Turbine Entry Temperature (TET) has been increased by more than 400˚C to deliver improved engine performance. This has mainly been made possible with the advancement of materials and manufacturing technologies alongside improvements in computational capabilities. With the temperature capabilities of new materials ever expanding to meet efficiency targets, use o
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Lu, Tao. "A Metrics-based Sustainability Assessment of Cryogenic Machining Using Modeling and Optimization of Process Performance." UKnowledge, 2014. http://uknowledge.uky.edu/me_etds/47.

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The development of a sustainable manufacturing process requires a comprehensive evaluation method and fundamental understanding of the processes. Coolant application is a critical sustainability concern in the widely used machining process. Cryogenic machining is considered a candidate for sustainable coolant application. However, the lack of comprehensive evaluation methods leaves significant uncertainties about the overall sustainability performance of cryogenic machining. Also, the lack of practical application guidelines based on scientific understanding of the heat transfer mechanism in c
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Kardekar, Abhijit Dilip. "MODELING AND OPTIMIZATION OF MACHINING PERFORMANCE MEASURES IN FACE MILLING OF AUTOMOTIVE ALUMINUM ALLOY A380 UNDER DIFFERENT LUBRICATION/COOLING CONDITIONS FOR SUSTAINABLE MANUFACTURING." UKnowledge, 2005. http://uknowledge.uky.edu/gradschool_theses/373.

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The use of cutting fluids in machining process is very essential for achieving desired machining performance. Due to the strict environmental protection laws now in effect, there is a wide-scale evaluation of the use of cutting fluids in machining. Consequently, minimal quantity lubrication (MQL), which uses very small quantity of cutting fluids and still offers the same functionality as flood cooling, can be considered as an alternative solution. This thesis presents an experimental study of face milling of automotive aluminum alloy A380 under four different lubrication/cooling conditions: dr
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Nafisi, Mariam. "Applying system dynamics modeling to a machining process : With regards to environmental friendliness and energy efficiency." Thesis, KTH, Industriell produktion, 2012. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-102555.

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Sustainability is one of the challenges in today’s world. With limited resources at hand and hazardous impact of manufacturing processes on the environment, there is an increasing need for sustainable manufacturing. Sustainability actually has a broad meaning and is an all-inclusive concept. In this thesis what we are more interested in and focus on, are energy consumption and environmental impacts. Using system dynamics modeling and simulation, we can more easily understand the behavior of processes. Our selected processes are turning, milling and drilling operations in crankshaft machining a
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Anderberg, Staffan. "A study of process planning for metal cutting." Licentiate thesis, University West, Division of Production Engineering, 2009. http://urn.kb.se/resolve?urn=urn:nbn:se:hv:diva-2147.

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<p>Process planning as a function for competitiveness is often neglected. However, as an intermediary between product development and manufacturing, it holds a key function in transforming product specifications and requirements into a producible process plan. Demands and requirements should be met concurrently as manufacturing costs and lead times are minimised. The focus of this thesis is the act of process planning, where the use of better methodologies, computer-aids and performance measurements are essential parts. Since process planning has the function of transforming demands and requir
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Araujo, Juliano Bezerra de. "Desenvolvimento de método de avaliação de desempenho de processos de manufatura considerando parâmetros de sustentabilidade." Universidade de São Paulo, 2010. http://www.teses.usp.br/teses/disponiveis/18/18140/tde-02032010-141958/.

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As empresas não mais podem pensar em desenvolvimento econômico sem a paralela preservação do meio-ambiente e do benefício mútuo da sociedade. É importante que as condições econômicas e sociais sejam melhoradas ao longo do tempo, sem exceder a capacidade de suporte do planeta. As indústrias podem contribuir para melhorar esse cenário aplicando uma gestão sustentável de manufatura, uma vez que estes são um dos principais agentes causadores de impactos. No entanto, para que consigam aprimorar a sustentabilidade de seus processos, é indispensável, antes de tudo, conhecer o seu real desempenho. O
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Heymeyer, Tobias. "Prospecção de oportunidades para a otimização dos processos de usinagem na pequena e média empresa em São Carlos/SP." Universidade de São Paulo, 2006. http://www.teses.usp.br/teses/disponiveis/18/18140/tde-16112006-165116/.

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As operações de usinagem viabilizam a construção de máquinas e equipamentos que proporcionam a manutenção do bem estar da sociedade e a sua evolução. Com o estudo das tecnologias e a adequação dos sistemas de produção ao paradigma desenvolvimento sustentável, é possível discutir as operações de corte com ferramentas de geometria definida e oferecer suporte ao desenvolvimento destes processos nas pequenas e médias empresas (PME). Estas unidades do sistema produtivo estão sujeitas ao rigor do mercado e suas transformações, devendo ter condições de oferecer respostas à altura de sua função. O ace
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Books on the topic "Machining, modelling, sustainable manufacturing"

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Gajrani, Kishor Kumar, Arbind Prasad, and Ashwani Kumar. Advances in Sustainable Machining and Manufacturing Processes. CRC Press, 2022. http://dx.doi.org/10.1201/9781003284574.

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Ko, Tae Tae Jo. Sustainable Machining and Green Manufacturing. Wiley & Sons, Limited, John, 2024.

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Ko, Tae Tae Jo. Sustainable Machining and Green Manufacturing. Wiley & Sons, Incorporated, John, 2024.

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Ko, Tae Tae Jo. Sustainable Machining and Green Manufacturing. Wiley & Sons, Incorporated, John, 2024.

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Ko, Tae Tae Jo. Sustainable Machining and Green Manufacturing. Wiley & Sons, Incorporated, John, 2024.

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Gupta, Kapil. Advanced Manufacturing Technologies: Modern Machining, Advanced Joining, Sustainable Manufacturing. Springer International Publishing AG, 2017.

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Gupta, Kapil. Advanced Manufacturing Technologies: Modern Machining, Advanced Joining, Sustainable Manufacturing. Springer, 2018.

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Gajrani, Kishor Kumar, Arbind Prasad, and Ashwini Kumar. Advances in Sustainable Machining and Manufacturing Processes. Taylor & Francis Group, 2022.

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Gajrani, Kishor Kumar, Arbind Prasad, and Ashwini Kumar. Advances in Sustainable Machining and Manufacturing Processes. Taylor & Francis Group, 2022.

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Gajrani, Kishor Kumar, Arbind Prasad, and Ashwani Kumar. Advances in Sustainable Machining and Manufacturing Processes. Taylor & Francis Group, 2022.

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Book chapters on the topic "Machining, modelling, sustainable manufacturing"

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Bhardwaj, Saurabh, C. S. Jawalkar, and Suman Kant. "A Review on Dielectric Issues and Sustainable Alternatives in Electric Discharge Machining." In Advances in Modelling and Optimization of Manufacturing and Industrial Systems. Springer Nature Singapore, 2023. http://dx.doi.org/10.1007/978-981-19-6107-6_6.

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Gaitonde, Vinayak N., Ramesh S. Karnik, and J. Paulo Davim. "Minimum Quantity Lubrication in Machining." In Sustainable Manufacturing. John Wiley & Sons, Inc., 2013. http://dx.doi.org/10.1002/9781118621653.ch3.

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Rotella, G., T. Lu, L. Settineri, O. W. Dillon, and I. S. Jawahir. "Dry and Cryogenic Machining: Comparison from the Sustainability Perspective." In Sustainable Manufacturing. Springer Berlin Heidelberg, 2012. http://dx.doi.org/10.1007/978-3-642-27290-5_14.

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Grzesik, Wit, and Adam Ruszaj. "Modelling of Hybrid Machining Processes." In Springer Series in Advanced Manufacturing. Springer International Publishing, 2021. http://dx.doi.org/10.1007/978-3-030-77107-2_5.

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Ghani, Jaharah A., and Nurul Nadia Nor Hamran. "Nano-Additives-Assisted MQL Machining." In Tribology in Sustainable Manufacturing. CRC Press, 2023. http://dx.doi.org/10.1201/9781003363576-6.

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Kothiyal, Rahul, Prabhakar Bhandari, Shri Ram, et al. "Sustainable electrical discharge machining process." In Sustainability in Smart Manufacturing. CRC Press, 2024. http://dx.doi.org/10.1201/9781003467496-7.

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Anderberg, S., T. Beno, and L. Pejryd. "Energy and Cost Efficiency in CNC Machining from a Process Planning Perspective." In Sustainable Manufacturing. Springer Berlin Heidelberg, 2012. http://dx.doi.org/10.1007/978-3-642-27290-5_63.

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Bayraktar, Şenol, and Cem Alparslan. "Sustainable Abrasive Jet Machining." In Advances in Sustainable Machining and Manufacturing Processes. CRC Press, 2022. http://dx.doi.org/10.1201/9781003284574-11.

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Natarajan, Elango, K. Palanikumar, and S. Ramesh. "Smart Manufacturing—A Lead Way to Sustainable Manufacturing." In Materials Forming, Machining and Tribology. Springer International Publishing, 2021. http://dx.doi.org/10.1007/978-3-030-70009-6_1.

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Despeisse, M., P. D. Ball, and S. Evans. "Modelling and Tactics for Sustainable Manufacturing: An Improvement Methodology." In Sustainable Manufacturing. Springer Berlin Heidelberg, 2012. http://dx.doi.org/10.1007/978-3-642-27290-5_2.

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Conference papers on the topic "Machining, modelling, sustainable manufacturing"

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Shaikh, Mohd Bilal Naim, Binash Imteyaz, Kashif Irshad, and Mohammad Azad Alam. "Energy-Efficient Manufacturing: MCDM Techniques for Sustainability-Driven Optimization in Machining for Power Systems." In 2024 IEEE Sustainable Power and Energy Conference (iSPEC). IEEE, 2024. https://doi.org/10.1109/ispec59716.2024.10892595.

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Coutinho, Carlos, Ricardo Jardim-Goncalves, and Adina Cretan. "Sustainable Interoperability of Negotiation of Manufacturing Robotic Machining Processes." In ASME 2013 International Mechanical Engineering Congress and Exposition. American Society of Mechanical Engineers, 2013. http://dx.doi.org/10.1115/imece2013-64891.

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The rise of new service-oriented technologies drives new ways to perform interoperability between manufacturing companies, even in areas not directly connected to the manufacturing enterprise core business. The aerospace segment is a highly competitive area, supported by numerous partners and applications which need to collaborate and be interoperable. Particularly, the subcontracted small and medium enterprises (SMEs) need to be flexible towards the changes that are imposed by the major contractors, doing so at the lowest cost. This paper proposes a framework based on Model Driven Interoperab
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Antonio, Vallejo,. "Surface Roughness Modelling in Machining Processes." In Information Control Problems in Manufacturing, edited by Bakhtadze, Natalia, chair Dolgui, Alexandre and Bakhtadze, Natalia. Elsevier, 2009. http://dx.doi.org/10.3182/20090603-3-ru-2001.00053.

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Uhlmann, Eckart, Bernd Peukert, Simon Thom, et al. "Solutions for Sustainable Machining." In ASME 2016 11th International Manufacturing Science and Engineering Conference. American Society of Mechanical Engineers, 2016. http://dx.doi.org/10.1115/msec2016-8642.

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The manufacturing industry contributes over 19% to the world’s greenhouse gas emissions [1, 3] and 31% of the total energy consumed annually in the United States of America [2, 3]. There is therefore an increasing demand for sustainable solutions for the production technology industry. At the Technische Universitaet (TU) Berlin, Germany, a collaborative research center (CRC) is focusing on new solutions for the sustainable machining of high performance alloys, with developments from machine tools frames to cutting tool technology being undertaken. An innovative machine tool concept with a modu
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Wang, Haoqi, Xu Zhang, Chao Liang, and Qing Zhang. "Information Modeling for Sustainable Manufacturing Assessment." In ASME 2014 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. American Society of Mechanical Engineers, 2014. http://dx.doi.org/10.1115/detc2014-34743.

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For sustainable manufacturing, energy consumption, air and waste emission, and environmental impact of product and process are analyzed in product and process development. The sustainability assessment is realized based on complete, structured information models of product, process and manufacturing resources, which are proposed in this paper. After analyzing the process of unit assembly and machining, two information models of unit assembly operation and unit machining process are given in UML representation. Besides the basic process parameters, the sustainable manufacturing related informat
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Bhaskaran, J., C. Venkatesh, Abdulmelik Husen Meda, and V. Aswinprasad. "Modelling and trajectory tracking of four arm robot for inspection." In INTERNATIONAL CONFERENCE ON MATERIALS, MANUFACTURING AND MACHINING 2019. AIP Publishing, 2019. http://dx.doi.org/10.1063/1.5117951.

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Jakub, Szabelski,. "Modelling and Systemic Analysis of Models of Dynamic Systems of Shaft Machining." In Information Control Problems in Manufacturing, edited by Bakhtadze, Natalia, chair Dolgui, Alexandre and Bakhtadze, Natalia. Elsevier, 2009. http://dx.doi.org/10.3182/20090603-3-ru-2001.00290.

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Ojolo, Sunday J., Olumuwiya Agunsoye, Oluwole Adesina, and Gbeminiyi M. Sobamowo. "Cutting Force and Friction Modelling in High Speed End-Milling." In ASME 2015 International Manufacturing Science and Engineering Conference. American Society of Mechanical Engineers, 2015. http://dx.doi.org/10.1115/msec2015-9358.

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Temperature field in metal cutting process is one of the most important phenomena in machining process. Temperature rise in machining directly or indirectly determines other cutting parameters such as tool life, tool wear, thermal deformation, surface quality and mechanics of chip formation. The variation in temperature of a cutting tool in end milling is more complicated than any other machining operation especially in high speed machining. It is therefore very important to investigate the temperature distribution on the cutting tool–work piece interface in end milling operation. The determin
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Jayal, Anshu D., and A. K. Balaji. "On a Process Modeling Framework for Sustainable Manufacturing: A Machining Perspective." In ASME 2007 International Mechanical Engineering Congress and Exposition. ASMEDC, 2007. http://dx.doi.org/10.1115/imece2007-43640.

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Sustainability and economic factors are increasingly pushing industry towards environmentally friendly manufacturing methods. However, the implications of processing level changes, which are being introduced at a significant rate, for overall, environmental impact need better characterization. In the first half of this paper, a simplified framework for enhancing sustainability in manufacturing, by enabling rapid assessment of approximate life-cycle implications of competing process-level alternatives, is introduced. This framework relies on developing or enhancing manufacturing process models
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Singh, Vivek, M. Chandrasekaran, S. Samanta, and M. Thirugnanasambandam. "Artificial neural network modelling of weld bead characteristics during GMAW of nitrogen strengthened austenitic stainless steel." In INTERNATIONAL CONFERENCE ON MATERIALS, MANUFACTURING AND MACHINING 2019. AIP Publishing, 2019. http://dx.doi.org/10.1063/1.5117936.

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Reports on the topic "Machining, modelling, sustainable manufacturing"

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Slattery, Kevin, and Eliana Fu. Unsettled Issues in Additive Manufacturing and Improved Sustainability in the Mobility Industry. SAE International, 2021. http://dx.doi.org/10.4271/epr2021015.

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Additive manufacturing (AM), also known as “3D printing,” is often touted as a sustainable technology, especially for metal components, since it produces either net or near-net shapes versus traditionally machined pieces from larger mill products. While traditional machining from mill products is often the case in aerospace, most of the metal parts used in the world are made from flat-rolled metal and are quite efficient in utilization. Additionally, some aspects of the AM value chain are often not accounted for when determining sustainability. Unsettled Issues in Additive Manufacturing and Im
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