Knowledge Resource · Open access
Research Summary: Construction and content validation of an OBE-AI-CED integrated teaching framework for the liquor factory design course in local undergraduate universities: a modified Delphi study
- Original authors
- Attribution requires verification
- Original source
- Frontiers in Education
- Summary & Analysis prepared by
- Aziz Shuaib Ausi
- Resource type
- Research Summary / Knowledge Resource
- Resource published on AZIZ OS
- 26 October 2026
- Reading time
- 1 min
- Publication type
- Knowledge Resource
- Availability
- Open access
About this Summary & Analysis
AZIZ OS provides independently prepared summaries and analytical interpretations of externally published research and knowledge sources. The underlying works remain attributable to their original authors and rights holders. This resource is intended to improve accessibility and understanding and does not replace the original publication.
A study published in Frontiers in Education outlines an OBE-AI-CED integrated teaching framework developed via a modified Delphi methodology for liquor factory design instruction in local undergraduate universities. The initiative responds to industrial modernization across digital, intelligent, and green dimensions in the Chinese baijiu sector, addressing current instructional weaknesses such as ill-defined design task chains, limited real-world engineering context, undefined parameters for artificial intelligence deployment, and excessive reliance on end-product grading over procedural learning.
Why it matters
This initiative matters because rapidly evolving industrial practices require specialized engineering education to bridge the gap between academic outputs and smart, sustainable production requirements. Establishing structured frameworks ensures that graduates possess multidisciplinary competencies while maintaining educational integrity as advanced technologies like AI enter engineering design workflows.
Key insights
- Digital, intelligent, and ecological modernization in the brewing sector necessitates upgraded engineering competencies in higher education.
- The liquor factory design curriculum requires interdisciplinary integration encompassing brewing technology, chemical engineering, drafting, equipment, environmental protection, and production management.
- Undergraduate programs currently suffer from poorly defined design task chains and an absence of authentic engineering contexts.
- Curricula lack explicit operational boundaries and guidelines regarding the instructional adoption and application of artificial intelligence.
- Course evaluation mechanisms remain overly centered on final deliverables rather than monitoring and assessing the iterative learning process.
Source
Frontiers in Education — https://www.frontiersin.org/articles/10.3389/feduc.2026.1929777
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- Verification ID
- ASA-EXE-2026-01350
- Version
- v1.0 · r0
- Issued
- 26 October 2026
- Resource prepared by
- Aziz Shuaib Ausi
- Resource status
- Research Summary / Knowledge Resource
- Underlying work
- Construction and content validation of an OBE-AI-CED integrated teaching framework for the liquor factory design course in local undergraduate universities: a modified Delphi study
- Original authors
- Attribution requires verification
- Original source
- Frontiers in Education
- Provenance status
- Attribution requires verification
- Rights
- Underlying publication rights remain with the respective copyright holder(s). Refer to the original source for authoritative publication and licensing information.
This verification confirms the AZIZ OS resource record and its documented provenance. It does not establish authorship of the underlying external work.