Improving Geometric Visualization and 3D Modeling of SMK Students through Reverse Engineering-Based CAD and Loft

Peningkatan visualisasi geometrik dan akurasi pemodelan 3D

Authors

  • M. LAZUARDI RELIGIA HARIYONO State University of Malang image/svg+xml
    • Dr. Didik Nurhadi, S.Pd, M.Pd, P.hD
      • Methodology
      • Formal Analysis
      • Data Curation
    • Ir. Marsono, S.Pd.T., M.Pd., Ph.D
      • Investigation
      • Supervision
      • Validation

    DOI:

    https://doi.org/10.59211/mjpjetl.v4i2.432

    Keywords:

    CAD, reverse engineering, geometric visualization

    Abstract

    The geometric visualization skills and 3D modeling accuracy of vocational high school (SMK) students in Computer Aided Design (CAD) instruction were previously relatively low, as evidenced by difficulty in understanding relationships between geometric profiles, visualizing shape changes, and producing accurate three-dimensional models. This study aimed to improve students' geometric visualization skills and 3D modeling accuracy through reverse engineering-based CAD instruction utilizing the Loft feature. The method employed was Classroom Action Research (CAR), conducted in two cycles—each comprising planning, implementation, observation, and reflection—involving tenth-grade SMK students enrolled in a CAD course. Data were collected through observation, questionnaires, and practical tests. In the pre-cycle stage, instruction without reverse engineering resulted in an average score of

    86.33 with a mastery rate of 77.78%. Cycle I increased the average score to 88.74 (mastery rate 86.42%), while Cycle II, using more complex objects and intensive guidance, raised it to

    91.47 (mastery rate 93.83%). Observation and questionnaire results also showed improved student precision in geometric and three-dimensional modeling. This study concluded that reverse engineering-based CAD instruction using the Loft feature effectively improved SMK students' geometric visualization and modeling accuracy.

    Article Statistics
    0
    Abstract Views
    0
    Total Downloads
    0
    PDF Downloads
    48
    References
    Oct 21, 2026
    Published

    Downloads

    Download data is not yet available.

    Author Biographies

    • Dr. Didik Nurhadi, S.Pd, M.Pd, P.hD

      Didik Nurhadi, Blitar, Magister Pendidikan Vokasi di Universitas Negeri Malang, Indonesia (2007-2009), Doktor Pendidikan Teknologi dan Vokasi di Universitas Sains dan Teknologi Nasional Yunlin, Taiwan, ROC, Kepemimpinan sebagai Kepala Departemen di Sekolah Pascasarjana Pendidikan Vokasi, Universitas Negeri Malang, Indonesia (2019-2023) dan Wakil Direktur Bidang Akademik, Politeknik Swasta, Indonesia (2005-2008).

    • Ir. Marsono, S.Pd.T., M.Pd., Ph.D

      adalah seorang dosen, peneliti, dan pejabat akademik di Universitas Negeri Malang (UM) yang saat ini menjabat sebagai Sekretaris Departemen Teknik Mesin dan Industri serta Koordinator Program Studi S1 Pendidikan Teknik Mesin di Fakultas Teknik.

    References

    [1] V. S. S. S. Gummaluri, S. Kumar, S. Chamarty, and B. S. Babu, "Spatial Visualization as the Impetus for Additive Manufacturing Education: An Insight from Computer-Aided Design Perspective," Int.

    J. Mech. Eng. Educ., 2025, doi: 10.1177/03064190251330196.

    [2] S. A. Sorby and B. J. Baartmans, "The Development and Assessment of a Course for Enhancing the 3-D Spatial Visualization Skills of First Year Engineering Students," J. Eng. Educ., vol. 89, no. 3, pp. 301–307, 2000, doi:

    10.1002/j.2168-9830.2000.tb00529.x.

    [3] R. Lapisa, I. Y. Basri, A. Arif, and H. D. Saputra, "Peningkatan Kompetensi Siswa Melalui Pelatihan Auto CAD," INVOTEK

    J. Inovasi, Vokasional dan Teknol., vol. 17, no. 2, pp. 119–126, 2017.

    [4] F. Dilling and A. Vogler, "Fostering Spatial Ability Through Computer-Aided Design:

    A Case Study," Digit. Exp. Math. Educ., vol. 7, pp. 323–336, 2021, doi: 10.1007/s40751-021-00084-w.

    Outcomes in a 3D Modeling Course," Eng. Des. Graph. J., vol. 82, no. 2, 2018, doi: 10.18260/edgj.v82i2.678.

    [5] K. Otto and K. Wood, "Product Design: [12] S. A. Sorby, "Developing 3-D Spatial

    Techniques in Reverse Engineering and Visualization Skills," Eng. Des. Graph. J.,

    New Product Development," Prentice Hall, vol. 63, no. 2, 1999, doi:

    2001. 10.18260/edgj.v63i2.126.

    [6] F. A. Ristadi and Y. Ngadiyono, "Pengembangan Model Pembelajaran Berbasis CTL untuk Meningkatkan Kompetensi Menggambar Berbantuan Komputer (CAD) Siswa SMK," J.Din. Vokasional Tek. Mesin, 2017, doi: 10.21831/dinamika.v2i1.13502.

    [7] P. J. Katsioloudis and J. E. Stefaniak, "Effectiveness of Drafting Models for Engineering Technology Students and Impacts on Spatial Visualization Ability,"

    J. Technol. Educ., vol. 29, no. 2, pp. 91–

    106, 2018, doi: 10.21061/jte.v29i2.a.6.

    [8] T. Kosa and F. Karakus, "The Effects of Computer-Aided Design Software on Engineering Students' Spatial Visualisation Skills," Eur. J. Eng. Educ., vol. 43, no. 2,

    pp. 296–308, 2018, doi: 10.1080/03043797.2017.1370578.

    [9] T. J. Branoff and M. Dobelis, "The Relationship between Spatial Visualization Ability and Students' Ability to Model 3D Objects from Engineering Assembly Drawings," Eng. Des. Graph. J., vol. 76,

    [13] S. Sheppard, "Mechanical Dissection: An Experience in How Things Work," in ASEE Annual Conference Proceedings, 1992.

    [14] A. A. Polii and Pardjono, "The Ability of Grade XI Students of Machining Engineering of SMK Migas Cepu in Mastering 3D CAD Features of Autodesk Inventor," J. Pendidik. Vokasional Tek. Mesin, 2023. [Online]. Available: https://journal.uny.ac.id/publications/jpvt m/article/view/574

    [15] J. S. González Campos, J. Sánchez-Navarro, and J. Arnedo-Moreno, "An empirical study of the effect that a computer graphics course has on visual-spatial abilities," Int. J. Educ. Technol. High. Educ., vol. 16, no. 41, 2019, doi: 10.1186/s41239-019-0169-7.

    [16] R. V. Fleisig, A. Robertson, and A. D. Spence, "Improving the Spatial Visualization Skills of First Year Engineering Students," Proc. Can. Eng. Educ. Assoc., 2011, doi:

    no. 3, 2012, doi: 10.18260/edgj.v76i3.319. 10.24908/pceea.v0i0.4050.

    [10] Nurhijrah, L. Jusuf, and A. Nuralfia, [17] M. Pavlova, "Technology and Vocational

    "Pengaruh Penggunaan Software Pattern- Education for Sustainable Development,"

    Making Cad Terhadap Kemampuan Int. J. Technol. Des. Educ., vol. 19, no. 2,

    Teknik Konstruksi Pola Mahasiswa," pp. 145–157, 2009, doi: 10.1007/s10798-

    Teladan J. Pendidik. Umum dan Karakter, 008-9063-2.

    vol. 1, no. 2, pp. 25–33, Dec. 2025, doi:

    10.66053/jpuk.v1i2.34. [18] P. Pando Cerra, H. Fernandez Alvarez, B.

    Busto Parra, and S. Castano Buson,

    [11] H. Budinoff and S. McMains, "Relationships between Spatial Visualization Ability and Student

    "Boosting Computer-Aided Design Pedagogy Using Interactive Self-Assessment Graphical Tools," Comput.

    Appl. Eng. Educ., vol. 31, no. 1, pp. 26–46,

    2023, doi: 10.1002/cae.22569.

    [19] A. J. Hamlin, "The Effects of Computer-Aided Design on Spatial Ability," J. Ind. Teach. Educ., vol. 43, no. 4, 2006.

    [20] B. Zhong, X. Liu, and X. Li, “Effects of reverse engineering pedagogy on students’ learning performance in STEM education: The bridge-design project as an example,” Heliyon, vol. 10, no. 2, p. e24278, 2024, doi: 10.1016/j.heliyon.2024.e24278.

    [21] X. Liu, X. Wang, K. Xu, and X. Hu, “Effect of Reverse Engineering Pedagogy on Primary School Students’ Computational Thinking Skills in STEM Learning Activities,” J. Intell., vol. 11, no. 2, p. 36,

    2023, doi: 10.3390/jintelligence11020036.

    [22] T. S. Tran, “No Student Left Behind in Engineering Education: An Empirical Study on AutoCAD-Based Spatial Learning and Its Associations With Visualization Skills in Developing Countries,” Comput. Appl. Eng. Educ., vol. 34, p. e70157, 2025, doi: 10.1002/cae.70157.

    [23] A. Setiyawan, S. Soeharto, W. Yunianto,

    A. N. Cahyono, H. Kasti, and Z. Lavicza, “How orthographic projection engineering drawing support VHS students in their future career: An industrial perspective,” Int. J. Mech. Eng. Educ., vol. 53, no. 3, pp. 1–25, 2025, doi:

    10.1177/03064190251377899.

    [24] Y. N. P. Yoga, Darmono, R. J. Setiawan, and K. Ma’ruf, “The Implementation of Autodesk Inventor E-Module in The Study of Manufacturing Engineering Drawings,”

    J. Pendidik. Vokasi Tek. Mesin, vol. 12, no. 1, pp. 1–10, 2024, doi:

    10.21831/jpvtm.v12i1.xxx.

    Downloads

    Published

    21-10-2026

    Issue

    Section

    Articles

    Similar Articles

    11-17 of 17

    You may also start an advanced similarity search for this article.

    Most read articles by the same author(s)