Short answer

Integrate a multi-faceted risk assessment framework, such as the hybrid FMEA-DEMATEL-MADM model, into the design and production planning stages to systematically identify and mitigate waste.

Field
Resource Management
Source
Sustainability (2023)
Method
Hybrid Analytical Model (FMEA, DEMATEL, PCIM-MADM)
Evidence
Strong effect

A hybrid analytical model combining FMEA, DEMATEL, and PCIM-MADM can systematically identify and prioritize waste-producing factors in steel plate manufacturing, leading to more effective resource management and sustainable production. This resource management research insight is drawn from a 2023 study published in Sustainability. Using Hybrid analytical model (fmea, dematel, pcim-madm), researchers explored how this design variable affects real-world outcomes. The key design takeaway: Integrate a multi-faceted risk assessment framework, such as the hybrid FMEA-DEMATEL-MADM model, into the design and production planning stages to systematically identify and mitigate waste.

Study
Resource ManagementRecentStrong effect

Hybrid FMEA-DEMATEL-MADM model prioritizes waste reduction in steel plate manufacturing

A hybrid analytical model combining FMEA, DEMATEL, and PCIM-MADM can systematically identify and prioritize waste-producing factors in steel plate manufacturing, leading to more effective resource management and sustainable production.

Sustainability · 2023

01

Key Findings

  • 01The hybrid model effectively identifies and prioritizes critical waste factors in steel plate production.
  • 02DEMATEL analysis reveals the complex interdependencies between various waste-producing elements.
  • 03PCIM-MADM provides a quantitative basis for ranking corrective actions based on risk scores.
02

Application

Design takeaway

Integrate a multi-faceted risk assessment framework, such as the hybrid FMEA-DEMATEL-MADM model, into the design and production planning stages to systematically identify and mitigate waste.

How to apply

When designing or redesigning a manufacturing process, conduct a thorough risk assessment using FMEA to identify potential failure modes leading to waste. Then, use DEMATEL to map the causal relationships between these failure modes and employ a multi-attribute decision-making technique like MADM to quantify and rank the severity of waste generation for targeted interventions.

Project actions

  • 01When identifying potential problems in your design, think about how they could lead to waste of materials, energy, or time.
  • 02Consider mapping out how different problems might be connected to each other to understand the bigger picture.
03

Method & Evidence

AimTo develop and validate a hybrid evaluation model for identifying and prioritizing waste-producing factors in steel plate manufacturing to support sustainable development.
MethodHybrid Analytical Model (FMEA, DEMATEL, PCIM-MADM)
ProcedureThe study involved on-site inspections to identify waste sources, followed by DEMATEL to analyze the interrelationships between risk factors, and PCIM-MADM to aggregate and evaluate risk scores for prioritization of corrective actions.
ContextSteel plate manufacturing industry

Variables

IV["Waste-producing factors in steel plate manufacturing","Interconnectedness of risk factors"]
DV["Prioritization of corrective actions for waste reduction","Risk scores of waste factors"]
CV["Specific steel plate manufacturing process","Factory conditions","Expert judgment criteria"]
04

Strengths & Limitations

Strengths

  • +Comprehensive methodology integrating multiple analytical tools.
  • +Focus on practical application for sustainable development in a key industry.

Limitations

The complexity of the hybrid model might be challenging to fully implement in a limited project scope. Data collection for accurate risk assessment can be time-consuming.

Reliability & validity

The reliability of the findings depends on the consistency of expert judgments and the thoroughness of the on-site inspections. Validity is supported by the systematic integration of established analytical methods (FMEA, DEMATEL, MADM).

Think critically

How might the interdependencies identified by DEMATEL influence the prioritization of corrective actions, and what are the potential trade-offs when addressing highly interconnected waste factors?

05

Design Principles

"Systematic waste identification and prioritization are crucial for achieving resource efficiency and sustainable manufacturing."

This research offers a structured, data-driven approach for designers and engineers to tackle waste in complex manufacturing processes. By pinpointing critical waste factors and their interdependencies, it enables targeted interventions that enhance material efficiency and reduce environmental impact, aligning with global sustainability goals.

06

What This Means for Your Design

This study shows how to use a smart checklist (FMEA) combined with a network map (DEMATEL) and a scoring system (MADM) to find the biggest ways a factory making steel plates is wasting materials and energy, so they can fix those problems first.

How to use in your project

  • 1.Reference this study when discussing methods for identifying and evaluating risks related to material waste or process inefficiency in your design project.
07

Add to My Project

08

Quick Cite

Paragraph starter

This research highlights the importance of systematic risk assessment in sustainable production. The hybrid FMEA-DEMATEL-MADM model provides a robust framework for identifying and prioritizing waste factors in manufacturing processes, offering valuable insights for optimizing resource efficiency and minimizing environmental impact.

09

Source

Sustainability

Risk Assessment in Sustainable Production: Utilizing a Hybrid Evaluation Model to Identify the Waste Factors in Steel Plate Manufacturing

journal · 2023

View source

Questions About This Research

What does the research say about hybrid fmea-dematel-madm model prioritizes waste reduction in steel plate manufacturing?
Integrate a multi-faceted risk assessment framework, such as the hybrid FMEA-DEMATEL-MADM model, into the design and production planning stages to systematically identify and mitigate waste. Evidence: Sustainability (2023).
Why does "Hybrid FMEA-DEMATEL-MADM model prioritizes waste reduction in steel plate manufacturing" matter for design?
This research offers a structured, data-driven approach for designers and engineers to tackle waste in complex manufacturing processes. By pinpointing critical waste factors and their interdependencies, it enables targeted interventions that enhance material efficiency and reduce environmental impact, aligning with global sustainability goals.
How can designers apply this research?
Integrate a multi-faceted risk assessment framework, such as the hybrid FMEA-DEMATEL-MADM model, into the design and production planning stages to systematically identify and mitigate waste.
What were the main findings?
The hybrid model effectively identifies and prioritizes critical waste factors in steel plate production.. DEMATEL analysis reveals the complex interdependencies between various waste-producing elements.. PCIM-MADM provides a quantitative basis for ranking corrective actions based on risk scores.
What research method was used?
Hybrid Analytical Model (FMEA, DEMATEL, PCIM-MADM).
How strong is the evidence?
Evidence strength is rated Strong effect, based on a 2023 journal from Sustainability.
What should I do differently in my next project?
When designing or redesigning a manufacturing process, conduct a thorough risk assessment using FMEA to identify potential failure modes leading to waste. Then, use DEMATEL to map the causal relationships between these failure modes and employ a multi-attribute decision-making technique like MADM to quantify and rank the severity of waste generation for targeted interventions.
What are the limitations?
The model's effectiveness may depend on the accuracy of initial data collection and expert input. Generalizability to other manufacturing sectors requires further validation.