Cited by 18Experimental Learning in EngineeringEngineering Education and PedagogyEngineering Education and Curriculum Development

Using process simulators in Chemical Engineering education: Is it possible to minimize the “black box” effect?

Open access
Roman, Claudia, Delgado, Miguel A., García‐Morales, Moisés·2020·Computer Applications in Engineering Education

Abstract

Simulators are instrumental to engineers and scientists, in general, and to chemical engineers,more specifically, which enable the optimization and analysis of alternative solutions in a time‐efficient and cost‐effective way. Thus, their integration into Chemical Engineering studies has gained traction over the years in supporting traditional lectures or as the sole tool for knowledge transmission. However, despite their proven benefits in Higher Education, limitations exist, as the application of the tool may result in deficient learning. In fact, the algorithms and design equations that are used to transform inputs into results are not identifiable by the students, thereby instilling a “superficial understanding” of the problem. Thus, the objective of this paper is to provide some guidelines through three simple case studies, which may help minimize the so‐called “black box” effect. Two different state‐of‐the‐art computational tools were used in parallel. Aspen One simulations provided the reference point, which was used by the students to verify the process models built by them with Mathcad Prime. A survey taken by the students then allowed conclusions to be made, which concurred that the experience had been very successful.

Integrity signals

Registry

Crossref · 10.1002/cae.22307

Cites

Statistics

Recomputing p-values needs the paper’s full text.

Claims the paper makes

We couldn’t retrieve this paper’s full text, so its claims and self-check weren’t run. The registry and citation checks still apply.

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • Prior work has proposed pairing simulators with first-principles or computational tools for cross-checking to reduce superficial 'black box' use in simulator-based courses.

    “Prior work has proposed approaches to reduce superficial ‘black box’ use in simulator-based courses, including pairing simulators with first-principles or computational tools for cross-checking [19, 26]”

Cited by

Sorted by citations

Authors
Roman, C., Delgado, M. A., & García‐Morales, M.
Affiliations
  • Universidad de Huelva (ES)
  • Departamento de Ingeniería Química, PRO2TECS, Escuela Técnica Superior de Ingeniería Universidad de Huelva Huelva Spain
Corresponding author
García‐Morales, Moisés
Venue
Computer Applications in Engineering Education
Publisher
Wiley
Published
2020-07-18
Volume
28
Issue
5
Pages
1369-1385
ISSN
  • 1061-3773 (ISSN-L)
  • 1099-0542
OpenAlex
W3042768811
Cited by
18
References
0
Citations by year
2026: 5 · 2025: 2 · 2024: 3 · 2023: 2 · 2022: 4 · 2021: 1 · 2020: 1
FWCI
1.03
Type
journal article
Language
en
Open access
Locations
  • Computer Applications in Engineering Education (publishedVersion)
  • Repositorio Institucional de la Universidad de Huelva (Universidad de Huelva) (submittedVersion, cc-by-nc-nd)
Funders
  • Cátedra CEPSA (ASPEN ONE license)
  • Escuela Técnica Superior de Ingeniería (PTC MATHCAD PRIME license)
  • Vicerrectorado de Innovación y Empleabilidad de la Universidad de Huelva (XXI Convocatoria de Proyectos de Innovación Docente)
Topics
  • Physical Sciences › Engineering › Media Technology › Experimental Learning in Engineering
  • Physical Sciences › Engineering › Architecture › Engineering Education and Pedagogy
  • Physical Sciences › Engineering › Media Technology › Engineering Education and Curriculum Development
Keywords
process simulator, chemical engineering education, student understanding, process modeling, student survey, engineering pedagogy

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review