Interpretive Structural Model of Key Performance Indicators for Sustainable Manufacturing Evaluation in Cement Industry

This paper aims to analyze the relationships among the Key Performance Indicators (KPIs) for sustainable manufacturing evaluation in the cement industry. The initial KPIs have been identified and derived from literature, and then validated by industry survey. As a result, three factors dividing into a total of thirteen indicators have been proposed as the KPIs for sustainable manufacturing evaluation in cement industry. Interpretive structural modeling (ISM) methodology is applied to develop a network structure model of the KPIs. The results show the indicators of economic factor are regarded as the basic indicator, while the indicators of environmental factor are indicated to be the leading indicator. Of those indicators, raw material substitution is regarded as the most influencing indicator. The ISM model can aid the cement companies by providing a better insight in evaluating sustainable manufacturing performance

A Fuzzy Multi Criteria Approach for Sustainable Manufacturing Evaluation in Cement Industry

The cement industry has remarked as an intensive consumer of natural raw materials, fossil fuels, energy, and a major source of multiple pollutants. Therefore, it is a need to evaluate sustainable manufacturing in this industry. This paper aims to propose a fuzzy multi criteria approach for evaluating sustainable manufacturing in cement industry which integrated the Interpretive Structural Modeling (ISM) and the Fuzzy Analytic Network Process (FANP) methodology. The network relationship model is constructed using ISM methodology. Importance weights of indicators are assigned by pairwise comparisons and calculated using fuzzy ANP methodology. A case study is also presented to demonstrate implementation of the evaluation model. The results show the existing performance level on company's strengths and weaknesses, and where improvements need to be made. It is hoped the proposed evaluation model can aid the cement industry to achieve the higher performance in sustainable manufacturing

Key Performance Indicators for Sustainable Manufacturing Evaluation in Cement Industry

The cement industries are facing challenges to implement sustainable manufacturing into their products and processes. Cement manufacturing has remarked as an intensive consumer of natural raw materials, fossil fuels, energy, and a major source of multiple pollutants. Thus, evaluating the sustainable manufacturing in this industry is become a necessity. This paper proposes a set of Key Performance Indicators (KPIs) for evaluating the sustainable manufacturing believed to be appropriate to the cement industry based on the triple bottom line of sustainability. The Analytical Hierarchy Process (AHP) method is applied to prioritize the performance indicators by summarizing the opinions of experts. It is hoped that the proposed KPIs enables and assists the cement industry to achieve the higher performance in sustainable manufacturing and so as to increase the competitiveness

A Fuzzy Multi Criteria Approach for Sustainable Manufacturing Evaluation in Cement Industry

The cement industry has remarked as an intensive consumer of natural raw materials, fossil fuels, energy, and a major source of multiple pollutants. Therefore, it is a need to evaluate sustainable manufacturing in this industry. This paper aims to propose a fuzzy multi criteria approach for evaluating sustainable manufacturing in cement industry which integrated the Interpretive Structural Modeling (ISM) and the Fuzzy Analytic Network Process (FANP) methodology. The network relationship model is constructed using ISM methodology. Importance weights of indicators are assigned by pairwise comparisons and calculated using fuzzy ANP methodology. A case study is also presented to demonstrate implementation of the evaluation model. The results show the existing performance level on company's strengths and weaknesses, and where improvements need to be made. It is hoped the proposed evaluation model can aid the cement industry to achieve the higher performance in sustainable manufacturing

A Fuzzy Multi Criteria Approach for Sustainable Manufacturing Evaluation in Cement Industry

The cement industry has remarked as an intensive consumer of natural raw materials, fossil fuels, energy, and a major source of multiple pollutants. Therefore, it is a need to evaluate sustainable manufacturing in this industry. This paper aims to propose a fuzzy multi criteria approach for evaluating sustainable manufacturing in cement industry which integrated the Interpretive Structural Modeling (ISM) and the Fuzzy Analytic Network Process (FANP) methodology. The network relationship model is constructed using ISM methodology. Importance weights of indicators are assigned by pairwise comparisons and calculated using fuzzy ANP methodology. A case study is also presented to demonstrate implementation of the evaluation model. The results show the existing performance level on company's strengths and weaknesses, and where improvements need to be made. It is hoped the proposed evaluation model can aid the cement industry to achieve the higher performance in sustainable manufacturing