Trends in Modeling and Simulation in the Automotive Industry Concerning the Bond Graph framework

  • Authors

    • Ronald Zamora- Musa
    • Jesús Coba
    2018-11-27
    https://doi.org/10.14419/ijet.v7i4.16.22876
  • Modeling is a process by which an experiment (organized way of obtaining data) can be applied to answer questions about a system; taking into account that a system, in summary, is a potential source of data and a simulation is the experimentation of the possible behavior of a system in a model. Both (modeling and simulation) are processes to develop and test theories in many fields of application of engineering. This paper presents a study of trends in modeling and simulation concerning the Bond Graph reference framework, carried out through an analysis based on bibliometric maps. The results show a strong connection between simulation models and the automotive industry in the frame of reference Bond Graph.

  • References

    1. [1] Schmidt DC. Guest editor’s introduction: Model-driven engineering. Computer 2006;39(2):25–31 .

      [2] M. Ãngel, J. de Lara, P. Neubauer and M. Wimmer, "Automated modelling assistance by integrating heterogeneous information sources", Computer Languages, Systems & Structures, vol. 53, pp. 90-120, 2018.

      [3] Brambilla M, Cabot J, Wimmer M. Model-Driven software engineering in practice. Morgan & Claypool; 2017.

      [4] B. Dengiz, Y. İç and O. Belgin, "A meta-model based simulation optimization using hybrid simulation-analytical modeling to increase the productivity in automotive industry", Mathematics and Computers in Simulation, vol. 120, pp. 120-128, 2016. doi: 10.1016/j.matcom.2015.07.005

      [5] J. Jimenez-Cabas and J. Ruiz-Ariza, "Modeling and Simulation of a Pipeline Transportation Process", Journal of Engineering and Applied Sciences, vol. 13, no. 9, pp. 2614-2621, 2018.

      [6] G. Singh, M. Sharma and A. Singh, "Novel Automated Manual Transmission Gear-Shift Map Modelling Based on Throttle Position", International Journal of Automotive and Mechanical Engineering, vol. 15, no. 1, pp. 5053-5073, 2018. doi: 10.15282/ijame.15.1.2018.12.0391

      [7] O. Abduaziz, J. Cheng, R. Tahar and R. Varma, "A Hybrid Simulation Model for Green Logistics Assessment in Automotive Industry", Procedia Engineering, vol. 100, pp. 960-969, 2015. doi: 10.1016/j.proeng.2015.01.455

      [8] A. Vedrtnam, "Variation of Drag Coefficient, Wall Static Pressure and Secondary Flow Over Passenger Car", International Journal of Automotive and Mechanical Engineering, vol. 15, no. 1, pp. 5002-5021, 2018. doi: 10.15282/ijame.15.1.2018.9.0388

      [9] D. Cerri and S. Terzi, "Towards a Reference Procedure for Designing and Modelling a PSS in the Automotive Industry", Procedia CIRP, vol. 47, pp. 114-119, 2016. doi: 10.1016/j.procir.2016.03.212

      [10] B. Sokil, O. Lyashuk, M. Sokil, P. Popovich, Y. Vovk and O. Perenchuk, "Dynamic Effect of Cushion Part of Wheeled Vehicles on Their Steerability", International Journal of Automotive and Mechanical Engineering, vol. 15, no. 1, pp. 4880-4892, 2018. doi: 10.15282/ijame.15.1.2018.1.0380

      [11] A. Alexander and A. Vacca, "Longitudinal vehicle dynamics model for construction machines with experimental validation", International Journal of Automotive and Mechanical Engineering, vol. 14, no. 4, pp. 4616-4633, 2017. doi: 10.15282/ijame.14.4.2017.3.0364

      [12] R. Weissnegger, M. Schuss, C. Kreiner, M. Pistauer, K. Römer and C. Steger, "Simulation-based Verification of Automotive Safety-critical Systems Based on EAST-ADL", Procedia Computer Science, vol. 83, pp. 245-252, 2016. doi: 10.1016/j.procs.2016.04.122

      [13] N. Abdullah, M. Sani, N. Husain, M. Rahman and I. Zaman, "Dynamics properties of a Go-kart chassis structure and its prediction improvement using model updating approach", International Journal of Automotive and Mechanical Engineering, vol. 14, no. 1, pp. 3887-3897, 2017. doi: 10.15282/ijame.14.1.2017.6.0316

      [14] D. Ramasamy, K. Mohanesan, K. Kadirgama, M. Noor and M. Rahman, "Hybrid electric vehicle car body drag analysis using computational fluid dynamics", International Journal of Automotive and Mechanical Engineering, vol. 14, no. 3, pp. 4496-4507, 2017. doi: 10.15282/ijame.14.3.2017.8.0355

      [15] G. Yin, Z. Zhu, H. Gong, Z. Lu, H. Yong, L. Liu and W. He, "Flexible punching system using industrial robots for automotive panels", Robotics and Computer-Integrated Manufacturing, vol. 52, pp. 92-99, 2018. doi: 10.1016/j.rcim.2017.11.002

      [16] M. Collotta and L. Solazzi, "New design concept of a tank made of plastic material for firefighting vehicle", International Journal of Automotive and Mechanical Engineering, vol. 14, no. 4, pp. 4603-4615, 2017. doi: 10.15282/ijame.14.4.2017.2.0363

      [17] O. Zargar, A. Masoumi and A. Moghaddam, "Investigation and optimization for the dynamical behaviour of the vehicle structure", International Journal of Automotive and Mechanical Engineering, vol. 14, no. 2, pp. 4196-4210, 2017. doi: 10.15282/ijame.14.2.2017.7.0336

      [18] S. Kalikate, S. Patil and S. Sawant, "Simulation-based estimation of an automotive magnetorheological brake system performance", Journal of Advanced Research, vol. 14, pp. 43-51, 2018. doi: 10.1016/j.jare.2018.05.011

      [19] X. Liu, Y. Deng, K. Zhang, M. Xu, Y. Xu and C. Su, "Experiments and simulations on heat exchangers in thermoelectric generator for automotive application", Applied Thermal Engineering, vol. 71, no. 1, pp. 364-370, 2014. doi: 10.1016/j.applthermaleng.2014.07.022

      [20] I. Briggs, M. Murtagh, R. Kee, G. McCulloug and R. Douglas, "Sustainable non-automotive vehicles: The simulation challenges", Renewable and Sustainable Energy Reviews, vol. 68, pp. 840-851, 2017. doi: 10.1016/j.rser.2016.02.018

      [21] Z. Comas-Gonzalez, I. Echeverri-Ocampo, R. Zamora-Musa, J. Velez, R. Sarmiento, and M. Orellana, Tendencias recientes de la Educación Virtual y su fuerte conexión con los Entornos Inmersivos. Espacios, 38(15), p.4, 2017.

      [22] N. Van Eck and L. Waltman, Software survey: VOSviewer, a computer program for bibliometric mapping. Scientometrics, 84(2), 523-538, 2009. http://dx.doi.org/10.1007/s11192-009-0146-3

      [23] L. Waltman, N. van Eck and E. Noyons, "A unified approach to mapping and clustering of bibliometric networks", Journal of Informetrics, vol. 4, no. 4, pp. 629-635, 2010.

      [24] R. Zamora-Musa and J. Velez, "Use of Data Mining to Identify Trends between Variables to Improve Implementation of an Immersive Environment", Journal of Engineering and Applied Sciences, vol. 12, no. 22, pp. 5944 - 5948, 2017.

      [25] N. Van Eck and L. Waltman, "bibliometric mapping of the computational intelligence field", International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, vol. 15, no. 05, pp. 625-645, 2007.

      [26] N. Van Eck, L. Waltman, J. Den Berg and U. Kaymak, "Visualizing the Computational Intelligence Field", IEEE Computational Intelligence Magazine, vol. 1, no. 4, pp. 6-10, 2006.

      [27] A. Hatam and A. Khalkhali, "Simulation and sensitivity analysis of wear on the automotive brake pad", Simulation Modelling Practice and Theory, vol. 84, pp. 106-123, 2018. doi: 10.1016/j.simpat.2018.01.009

      [28] O. Grigorov, E. Druzhynin, G. Anishchenko, M. Strizhak and V. Strizhak, "Analysis of Various Approaches to Modeling of Dynamics of Lifting-Transport Vehicles", International Journal Of Engineering and Technology, vol. 7, no. 43, pp. 64-70, 2018.

      [29] C. Barrera-Diaz, J. Oscarsson, S. Lidberg and T. Sellgren, "Discrete Event Simulation Output Data-Handling System in an Automotive Manufacturing Plant", Procedia Manufacturing, vol. 25, pp. 23-30, 2018. doi: 10.1016/j.promfg.2018.06.053

      [30] T. Nian and T. Fai, "A fault diagnosis expert system for commercial bus manufacturing process", International Journal of Engineering and Technology, vol. 7, no. 3, pp. 64-70, 2018.

      [31] R. Bäckryd, A. Ryberg and L. Nilsson, "Multidisciplinary design optimisation methods for automotive structures", International Journal of Automotive and Mechanical Engineering, vol. 14, no. 1, pp. 4050-4067, 2017. doi: 10.15282/ijame.14.1.2017.17.0327

      [32] J. Duarte, J. Garcia, J. Jiménez, M. Sanjuan, A. Bula and J. González, "Auto-Ignition Control in Spark-Ignition Engines Using Internal Model Control Structure", Journal of Energy Resources Technology, vol. 139, no. 2, p. 022201, 2016.

      [33] K. Venkataraman, T. Sivaramakrishnan, N. Murugan, D. Deepankar and B. Srinivasa Raghavan, "Implementation of MCDM model in lean manufacturing using grey relational analysis in automotive industry", International Journal of Engineering and Technology, vol. 7, no. 2, pp. 48-50, 2018.

      [34] H. Paez-Logreira, R. Zamora-Musa and J. Velez-Zapata, "Relation Analysis of Knowledge Management, Research, and Innovation in University Research Groups", Journal of technology management & innovation, vol. 11, no. 4, pp. 5-11, 2016.

      [35] F. Melendez, Plataforma NI PXI. Barranquilla: Educosta, 2015.

      [36] R. Zamora-Musa, J. Velez and J. Villa, "Contributions of Collaborative and Immersive Environments in Development a Remote Access Laboratory: From Point of View of Effectiveness in Learning", in Handbook of Research on 3-D Virtual Environments and Hypermedia for Ubiquitous Learning, 1st ed., F. Mendes, R. de Souza and A. Sandro, Ed. Pennsylvania (USA): IGI Global, 2016, pp. 1-28.

      [37] H. Páez-Logreira, R. Zamora-Musa and J. Bohórquez-Pérez, "Programación de Controladores Lógicos (PLC) mediante Ladder y Lenguaje de Control Estructurado (SCL) en MATLAB", Revista Facultad de Ingeniería, vol. 24, no. 39, p. 109, 2015.

      [38] F. Melendez, R. Sanchez, J. Caicedo, J. Velez, D. Ovallos, V. Mendinueta and G. Cortés, "Design and development of a didactic an innovative dashboard for home automation teaching using LabVIEW programming environment", ARPN Journal of Engineering and Applied Sciences, vol. 12, no. 2, pp. 523-528, 2018.

      [39] A. Cama-Pinto, G. Piñeres-Espitia, R. Zamora-Musa, M. Acosta-Coll, J. Caicedo-Ortiz and J. Sepulveda-Ojeda, "Diseño de una red de sensores inalámbricos para la monitorización de inundaciones repentinas en la ciudad de Barranquilla, Colombia", Ingeniare. Revista chilena de ingeniería, vol. 24, no. 4, pp. 581-599, 2016.

      [40] R. Zamora-Musa, J. Vélez and H. Paez-Logreira, "Evaluating Learnability in a 3D Heritage Tour", Presence: Teleoperators and Virtual Environments, vol. 26, no. 4, pp. 366-377, 2018.

      [41] A. Cama-Pinto, G. Piñeres-Espitia, J. Caicedo-Ortiz, E. Ramírez-Cerpa, L. Betancur-Agudelo and F. Gómez-Mula, "Received strength signal intensity performance analysis in wireless sensor network using Arduino platform and XBee wireless modules", International Journal of Distributed Sensor Networks, vol. 13, no. 7, pp. 1-9, 2017.

      [42] R. Zamora-Musa, J. Velez, H. Paez-Logreira, J. Coba, C. Cano-Cano and O. Martinez, "Implementación de un recurso educativo abierto a través del modelo del diseño universal para el aprendizaje teniendo en cuenta evaluación de competencias y las necesidades individuales de los estudiantes]", Espacios, vol. 38, no. 5, 2017.

      [43] M. Acosta, "Clutter Elimination Methods and Data Merging for X-Band Weather Radar Network in Complex Terrains", M.Sc. dissertation, Dept. Electrical Engineering, Universidad de Puerto Rico, Recinto Universitario de Mayaguez, 2011.

      [44] R. Zamora-Musa and J. Villa, "Estudio de la alternativa de ambientes virtuales colaborativos como herramienta de apoyo a laboratorios tele-operados en ingeniería", WEEF – World Engineering Education Forum., 2013.

      [45] H. Paez, V. Zabala and R. Zamora, "Análisis y actualización del programa de la asignatura Automatización Industrial en la formación profesional de ingenieros electrónicos", Revista Educación en Ingeniería, vol. 11, no. 21, pp. 39-44, 2016.

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    Musa, R. Z.-., & Coba, J. (2018). Trends in Modeling and Simulation in the Automotive Industry Concerning the Bond Graph framework. International Journal of Engineering & Technology, 7(4.16), 160-163. https://doi.org/10.14419/ijet.v7i4.16.22876