Abstract

Coal power plants constitute an important component of the energy mix in many countries. However, coal power plants can cause several environmental risks such as: climate change and biodiversity loss. In this study, a tool has been proposed to calculate the environmental impact of a coal-fired thermal power plant in operation by using multi-criteria scoring and fuzzy logic method. We take into account the following environmental parameters in our tool: CO, SO 2 , NO x , particulate matter, fly ash, bottom ash, the cooling water intake impact on aquatic biota, and the thermal pollution. In the proposed tool, the boundaries of the fuzzy logic membership functions were established taking into account the threshold values of the environmental parameters which were defined in the environmental legislation. Scoring of these environmental parameters were done with the statistical analysis of the environmental monitoring data of the power plant and by using the documented evidences that were obtained during the site visits. The proposed method estimates each environmental impact factor level separately and then aggregates them by calculating the Environmental Impact Score (EIS). The proposed method uses environmental monitoring data and documented evidence instead of using simulation models. The proposed method has been applied to the 4 coal-fired power plants that have been operation in Turkey. The Environmental Impact Score was obtained for each power plant and their environmental performances were compared. It is expected that those environmental impact assessments will contribute to the decision-making process for environmental investments to those plants. The main advantage of the proposed method is its flexibility and ease of use.

Highlights

  • Measures for environmental control in modern coal-fired thermal power plants may be useful in reducing SO2, NOx, and particulate matter emissions

  • A Plant Environmental Impact Index (EII) value is calculated from the following formula: CSI w1 S1 w2 S2 wn Sn in which, w1 is the weight ratio of the related parameter, S1 is the score of the corresponding parameter calculated from the fuzzy logic function, and n is the number of environmental parameters

  • For the environmental impact assessment of coal-fired power plant a composite model, which is a combination of statistical analysis and fuzzy logic method, is developed

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Summary

Introduction

Measures for environmental control in modern coal-fired thermal power plants may be useful in reducing SO2, NOx, and particulate matter emissions. It has become important to calculate the environmental impacts of such power plants with the cumulative impact assessment, which has taken place at the legal level. Coal-fired thermal power plants have been subject to many studies because of their high environmental impact. Previous studies aimed to calculate the environmental impact index of coal-fired thermal power plant at the planning stage [1]. This study focused on calculating the environmental impact index of a thermal power plant in operation. A new tool has been proposed to calculate the environmental impact index, which is used in combination with fuzzy logic membership functions and multi-criteria scoring technique. This study evaluates the environmentally monitored parameters of a coal-fired thermal power plant in operation

Environmental impact index parameters membership functions
Calculation of the environmental impact index
Application of the proposed tool to the thermal power plants in turkey
Findings
Conclusions
Full Text
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