Jove
Visualize
Contact Us
JoVE
x logofacebook logolinkedin logoyoutube logo
ABOUT JoVE
OverviewLeadershipBlogJoVE Help Center
AUTHORS
Publishing ProcessEditorial BoardScope & PoliciesPeer ReviewFAQSubmit
LIBRARIANS
TestimonialsSubscriptionsAccessResourcesLibrary Advisory BoardFAQ
RESEARCH
JoVE JournalMethods CollectionsJoVE Encyclopedia of ExperimentsArchive
EDUCATION
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab ManualFaculty Resource CenterFaculty Site
Terms & Conditions of Use
Privacy Policy
Policies

Related Concept Videos

Manufacture of Concrete Masonry Units01:27

Manufacture of Concrete Masonry Units

93
The process of manufacturing concrete masonry units begins by mixing stiff concrete composed of Portland cement, aggregates, and water. This mixture is then poured into metal molds. To ensure the concrete settles uniformly and to avoid separation of its components, the mixture in the molds is subjected to vibration. Shortly after, the still-wet blocks are removed from the molds and placed on racks.
These wet blocks are then transported for curing, which can occur in one of two environments: a...
93
Steel Manufacturing01:26

Steel Manufacturing

467
Steel manufacturing is a multi-stage process that begins by smelting iron ore into cast iron in a blast furnace. This initial stage involves layering iron ore with coke, a type of fuel, and crushed limestone within the furnace. The coke is ignited with a high volume of air, leading to the creation of carbon monoxide, which acts to reduce the iron ore to pure iron.
During this smelting process, limestone plays a crucial role by forming slag. Slag captures impurities within the molten iron, such...
467
Wood Products01:21

Wood Products

81
Wood products encompass a broad range of materials crafted from wood strands, veneers, lumber, and even waste wood-like shreds, designed for both structural and nonstructural purposes. Various specialized wood products have been developed to enhance strength, durability, and versatility in building applications.
Glue-laminated wood, often referred to as glulam, combines multiple smaller pieces of dimensional lumber using adhesives to form a single, larger piece. Cross-laminated timber consists...
81
Production Efficiency01:01

Production Efficiency

16.8K
Net production efficiency (NPE) is the efficiency at which organisms assimilate energy into biomass for the next trophic level. Due to low metabolic rates and less energy spent on thermoregulatory processes, the NPE of ectotherms (cold-blooded animals) is 10 times higher than endotherms (warm-blooded animals).
16.8K
Machines: Problem Solving II01:30

Machines: Problem Solving II

308
Machines are complex structures consisting of movable, pin-connected multi-force members that work together to transmit forces. Consider a lifting tong carrying a 100 kg load. It comprises movable sections DAF and CBG linked together with member AB.
308
Distributed Loads: Problem Solving01:21

Distributed Loads: Problem Solving

645
Beams are structural elements commonly employed in engineering applications requiring different load-carrying capacities. The first step in analyzing a beam under a distributed load is to simplify the problem by dividing the load into smaller regions, which allows one to consider each region separately and calculate the magnitude of the equivalent resultant load acting on each portion of the beam. The magnitude of the equivalent resultant load for each region can be determined by calculating...
645

You might also read

Related Articles

Articles linked to this work by shared authors, journal, and citation graph.

Sort by
Same author

Comprehensive Candidate Gene for Ginsenoside Rg1 Biosynthesis: Identification, Systematic Analysis, and Verification.

Plants (Basel, Switzerland)·2026
Same author

Effectiveness of One- and Two-Dose Varicella Vaccination Among Children and Adolescents Aged 0-18 Years - Chaoyang District, Beijing, China, 2007-2025.

China CDC weekly·2026
Same author

Knockout of <i>hsd3b1</i> disrupts steroid hormone homeostasis and compromises gonadal development in zebrafish.

Zoological research·2026
Same author

Insights into variations of environmental factors before and after fish cage removal in Daya Bay, the South China Sea.

Journal of environmental sciences (China)·2026
Same author

ACOD1 deficiency promotes DDX1 methylation-mediated mitochondrial dysfunction and dermal papilla cell senescence in androgenetic alopecia.

BMC medicine·2026
Same author

Reproductive Physiology, Genetic Architecture, and Management of Duolang Sheep Under Arid-Zone Production Systems: A Review.

International journal of molecular sciences·2026

Related Experiment Video

Updated: Jun 28, 2025

Operation of the Collaborative Composite Manufacturing CCM System
10:09

Operation of the Collaborative Composite Manufacturing CCM System

Published on: October 1, 2019

6.6K

Knowledge sharing in manufacturing using LLM-powered tools: user study and model benchmarking.

Samuel Kernan Freire1, Chaofan Wang1, Mina Foosherian2

  • 1Faculty of Industrial Design Engineering, Delft University of Technology, Delft, Netherlands.

Frontiers in Artificial Intelligence
|April 11, 2024
PubMed
Summary

This study introduces a Large Language Model (LLM) system to improve knowledge sharing in factories. While LLMs enhance information access, human experts remain preferred for complex learning, and GPT-4 leads performance.

Keywords:
Large Language Modelsbenchmarkingfactoryindustrial settingsindustry 5.0information retrievalknowledge sharingnatural language interface

More Related Videos

Knowledge Based Cloud FE Simulation of Sheet Metal Forming Processes
11:05

Knowledge Based Cloud FE Simulation of Sheet Metal Forming Processes

Published on: December 13, 2016

12.2K
Data Communication Based on MQTT in a Polymer Extrusion Process
08:15

Data Communication Based on MQTT in a Polymer Extrusion Process

Published on: July 15, 2022

3.4K

Related Experiment Videos

Last Updated: Jun 28, 2025

Operation of the Collaborative Composite Manufacturing CCM System
10:09

Operation of the Collaborative Composite Manufacturing CCM System

Published on: October 1, 2019

6.6K
Knowledge Based Cloud FE Simulation of Sheet Metal Forming Processes
11:05

Knowledge Based Cloud FE Simulation of Sheet Metal Forming Processes

Published on: December 13, 2016

12.2K
Data Communication Based on MQTT in a Polymer Extrusion Process
08:15

Data Communication Based on MQTT in a Polymer Extrusion Process

Published on: July 15, 2022

3.4K

Area of Science:

  • Manufacturing Technology
  • Artificial Intelligence
  • Knowledge Management

Background:

  • Manufacturing operations are increasingly knowledge-intensive, straining operator training and support.
  • Effective knowledge sharing is crucial for factory efficiency and operator development.

Purpose of the Study:

  • To develop and evaluate a Large Language Model (LLM)-based system for knowledge retrieval and sharing in factories.
  • To assess the system's impact on operator efficiency and information access.
  • To benchmark various LLMs for their suitability in manufacturing knowledge management.

Main Methods:

  • Development of an LLM-based system to access factory documentation and expert knowledge.
  • User study conducted in a factory setting to evaluate system adoption and perceived benefits.
  • Benchmarking of commercial and open-source Large Language Models (LLMs).

Main Results:

  • The LLM system demonstrated benefits in quicker information retrieval and issue resolution.
  • Operators expressed a preference for learning from human experts when available.
  • GPT-4 showed superior performance among tested LLMs, with open-source models offering competitive alternatives.

Conclusions:

  • LLM-based systems offer a promising approach to enhance knowledge management in manufacturing.
  • Balancing AI support with human expertise is key for effective operator training.
  • Further research into optimizing LLM applications in industrial settings is warranted.