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

Issues And Trends In Healthcare Delivery System01:29

Issues And Trends In Healthcare Delivery System

6.3K
The issues and trends in healthcare delivery are constantly changing. The COVID-19 pandemic is one recent issue that wreaked havoc on healthcare systems, causing a shortage of healthcare workers, high demand for medicines and supplies, and increased medical expenditure due to a lack of insurance. Other issues include rising healthcare costs and care fragmentation.
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
6.3K
Steel Manufacturing01:26

Steel Manufacturing

1.6K
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...
1.6K
Control Systems01:10

Control Systems

1.9K
Control systems are everywhere in contemporary society, influencing diverse applications from aerospace to automated manufacturing. These systems can be found naturally within biological processes, such as blood sugar regulation and heart rate adjustment in response to stress, as well as in man-made systems like elevators and automated vehicles. A control system is essentially a network of subsystems and processes that collaboratively convert specific inputs into desired outputs.
At the heart...
1.9K
Decision Making01:20

Decision Making

1.1K
Decision-making is a fundamental cognitive process that involves evaluating alternatives and selecting among them. This process can range from simple choices, such as deciding what to wear, to complex decisions, like choosing a major in college or a career path. The complexity of the decision often dictates the approach we use, which can be broadly categorized into two types: automatic and controlled decision-making.
Automatic decision-making is fast, intuitive, and relies on gut feelings...
1.1K
Decision Making: Traditional Method01:14

Decision Making: Traditional Method

5.6K
The process of hypothesis testing based on the traditional method includes calculating the critical value, testing the value of the test statistic using the sample data, and interpreting these values.
First, a specific claim about the population parameter is decided based on the research question and is stated in a simple form. Further, an opposing statement to this claim is also stated. These statements can act as null and alternative hypotheses, out of which a null hypothesis would be a...
5.6K
Decision Making: P-value Method01:09

Decision Making: P-value Method

7.0K
The process of hypothesis testing based on the P-value method includes calculating the P- value using the sample data and interpreting it.
First, a specific claim about the population parameter is proposed. The claim is based on the research question and is stated in a simple form. Further, an opposing statement to the claim  is also stated. These statements can act as null and alternative hypotheses:  a null hypothesis would be a neutral statement while the alternative hypothesis can...
7.0K

You might also read

Related Articles

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

Sort by
Same author

Scalable Data Pipeline Architecture to Support the Industrial Internet of Things.

CIRP annals ... manufacturing technology·2026
Same author

Cell-free DNA epigenomic profiling enables noninvasive detection and monitoring of translocation renal cell carcinoma.

The Journal of clinical investigation·2026
Same author

Detection and monitoring of translocation renal cell carcinoma via plasma cell-free epigenomic profiling.

bioRxiv : the preprint server for biology·2025
Same author

Understanding sustainability data through unit manufacturing process representations: a case study on stone production.

Procedia CIRP·2024
Same author

Drilling down on Smart Manufacturing -- Enabling Composable Apps.

Manufacturing letters·2024
Same author

Towards Standards-Based Generation of Reusable Life Cycle Inventory Data Models for Manufacturing Processes.

Journal of manufacturing science and engineering·2024
Same journal

CONSTRUCTION OF CONFIDENCE REGIONS FOR UNCERTAIN SPATIAL DISPLACEMENTS WITH DUAL RODRIGUES PARAMETERS.

Proceedings of the ... ASME Design Engineering Technical Conferences. ASME Design Engineering Technical Conferences·2025
Same journal

DESIGNING PROGRAMMABLE FERROMAGNETIC SOFT METASTRUCTURES FOR MINIMALLY INVASIVE ENDOVASCULAR THERAPY.

Proceedings of the ... ASME Design Engineering Technical Conferences. ASME Design Engineering Technical Conferences·2024
Same journal

SHAPE DEPENDENT MOTION INTERPOLANTS FOR PLANAR OBJECTS.

Proceedings of the ... ASME Design Engineering Technical Conferences. ASME Design Engineering Technical Conferences·2024
Same journal

ON THE COMPUTATION OF THE AVERAGE OF SPATIAL DISPLACEMENTS.

Proceedings of the ... ASME Design Engineering Technical Conferences. ASME Design Engineering Technical Conferences·2024
Same journal

COMPUTATIONAL FLUID DYNAMICS SIMULATION OF FLOW OF EXHALED PARTICLES FROM POWERED-AIR PURIFYING RESPIRATORS.

Proceedings of the ... ASME Design Engineering Technical Conferences. ASME Design Engineering Technical Conferences·2023
Same journal

DESIGN, ANALYSIS, AND PROTOTYPING OF A NOVEL SINGLE DEGREE-OF-FREEDOM INDEX FINGER EXOSKELETON MECHANISM.

Proceedings of the ... ASME Design Engineering Technical Conferences. ASME Design Engineering Technical Conferences·2022
See all related articles

Related Experiment Video

Updated: Feb 27, 2026

Simulation of a Scaled Assembly Process with Collaboration of a Robotic Arm and Monitoring through a Vision System for Quality Control
05:47

Simulation of a Scaled Assembly Process with Collaboration of a Robotic Arm and Monitoring through a Vision System for Quality Control

Published on: August 29, 2025

493

ENABLING SMART MANUFACTURING TECHNOLOGIES FOR DECISION-MAKING SUPPORT.

Moneer Helu1, Don Libes1, Joshua Lubell1

  • 1National Institute of Standards and Technology, Gaithersburg, Maryland, USA.

Proceedings of the ... ASME Design Engineering Technical Conferences. ASME Design Engineering Technical Conferences
|June 27, 2017
PubMed
Summary
This summary is machine-generated.

Smart manufacturing leverages digital technologies for better decision-making. This study identifies barriers to data-driven decisions in smart manufacturing and proposes solutions for wider adoption.

Keywords:
Data-driven decision makingSmart manufacturingStandardizationSystems integration

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

12.7K
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

3.8K

Related Experiment Videos

Last Updated: Feb 27, 2026

Simulation of a Scaled Assembly Process with Collaboration of a Robotic Arm and Monitoring through a Vision System for Quality Control
05:47

Simulation of a Scaled Assembly Process with Collaboration of a Robotic Arm and Monitoring through a Vision System for Quality Control

Published on: August 29, 2025

493
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

12.7K
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

3.8K

Area of Science:

  • Manufacturing Engineering
  • Industrial Informatics
  • Digital Transformation

Background:

  • Smart manufacturing integrates advanced capabilities and digital technologies across the product lifecycle.
  • These technologies enhance decision-making through improved monitoring, analysis, modeling, and simulation.
  • Challenges and barriers hinder the widespread adoption of smart manufacturing technologies.

Purpose of the Study:

  • To define requirements for data-driven decision-making in manufacturing.
  • To identify key barriers impeding the development and use of data-driven decision-making in industry.
  • To highlight technologies and standards that can overcome these barriers.

Main Methods:

  • Defining requirements for data-driven decision-making based on a generalized decision-making model.
  • Analyzing existing challenges and barriers in smart manufacturing adoption.
  • Reviewing technologies and standards with the potential to address identified barriers.

Main Results:

  • Established a framework for data-driven decision-making requirements in manufacturing.
  • Identified critical barriers hindering the implementation of smart manufacturing solutions.
  • Cataloged potential technologies and standards to facilitate the adoption of data-driven decision-making.

Conclusions:

  • A common understanding of requirements and barriers is crucial for smart manufacturing.
  • Standardization efforts and technological innovation are key to overcoming adoption challenges.
  • Promoting widespread adoption will drive continued innovation in smart manufacturing.