Performance Assessment Model for Municipal Solid Waste Management Systems: Development and Implementation

Most of the municipalities in the Gulf region are facing performance-related issues in their municipal solid waste management (MSWM) systems. They lack a deliberate inter-municipality benchmarking processes. Instead of identifying the performance gaps for their key components (e.g., personnel produc...

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Main Authors: Hatem Abdulaziz AlHumid, Husnain Haider, Saleem S. AlSaleem, Majed Alinizzi, Md. Shafiquzaman, Rehan Sadiq
Format: Article
Language:English
Published: MDPI AG 2019-02-01
Series:Environments
Subjects:
Online Access:https://www.mdpi.com/2076-3298/6/2/19
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spelling doaj-ff25ec45e07b4deb890beffb8cd0484d2020-11-24T21:40:41ZengMDPI AGEnvironments2076-32982019-02-01621910.3390/environments6020019environments6020019Performance Assessment Model for Municipal Solid Waste Management Systems: Development and ImplementationHatem Abdulaziz AlHumid0Husnain Haider1Saleem S. AlSaleem2Majed Alinizzi3Md. Shafiquzaman4Rehan Sadiq5Project Management Department, Municipality of Unayzah, Unayzah, Qassim 56219, Saudi ArabiaCivil Engineering Department, College of Engineering, Qassim University, Buraydah, Qassim 52571, Saudi ArabiaCivil Engineering Department, College of Engineering, Qassim University, Buraydah, Qassim 52571, Saudi ArabiaCivil Engineering Department, College of Engineering, Qassim University, Buraydah, Qassim 52571, Saudi ArabiaCivil Engineering Department, College of Engineering, Qassim University, Buraydah, Qassim 52571, Saudi ArabiaSchool of Engineering, University of British Columbia (Okanagan), Kelowna, BC V1V 1V7, CanadaMost of the municipalities in the Gulf region are facing performance-related issues in their municipal solid waste management (MSWM) systems. They lack a deliberate inter-municipality benchmarking processes. Instead of identifying the performance gaps for their key components (e.g., personnel productivity, operational reliability, etc.) and adopt proactive measures, the municipalities primarily rely on an efficient emergency response. A novel hierarchical modeling framework, based on deductive reasoning, is developed for the performance assessment of MSWM systems. Fuzzy rule-based modeling using Simulink-MATLAB was used for performance inferencing at different levels, i.e., component, sub-components, etc. The model is capable of handling the inherent uncertainties due to limited data and an imprecise knowledge base. The model’s outcomes can exclusively assist the managers working at different levels of organizational hierarchy for effective decision-making. Performance of the key components assists the senior management in assessing the overall compliance level of performance objectives. Subsequently, operations management can home in the sub-components to acquire useful information for intra-municipality performance management. Meanwhile, individual indicators are useful for inter-municipality benchmarking. The model has been implemented on two municipalities operating in Qassim Region, Saudi Arabia. The results demonstrate the model’s pragmatism for continuous performance improvement of MSWM systems in the country and elsewhere.https://www.mdpi.com/2076-3298/6/2/19solid waste managementperformance assessmentfuzzy rule-based modelingperformance indicatorsSimulink MATLAB
collection DOAJ
language English
format Article
sources DOAJ
author Hatem Abdulaziz AlHumid
Husnain Haider
Saleem S. AlSaleem
Majed Alinizzi
Md. Shafiquzaman
Rehan Sadiq
spellingShingle Hatem Abdulaziz AlHumid
Husnain Haider
Saleem S. AlSaleem
Majed Alinizzi
Md. Shafiquzaman
Rehan Sadiq
Performance Assessment Model for Municipal Solid Waste Management Systems: Development and Implementation
Environments
solid waste management
performance assessment
fuzzy rule-based modeling
performance indicators
Simulink MATLAB
author_facet Hatem Abdulaziz AlHumid
Husnain Haider
Saleem S. AlSaleem
Majed Alinizzi
Md. Shafiquzaman
Rehan Sadiq
author_sort Hatem Abdulaziz AlHumid
title Performance Assessment Model for Municipal Solid Waste Management Systems: Development and Implementation
title_short Performance Assessment Model for Municipal Solid Waste Management Systems: Development and Implementation
title_full Performance Assessment Model for Municipal Solid Waste Management Systems: Development and Implementation
title_fullStr Performance Assessment Model for Municipal Solid Waste Management Systems: Development and Implementation
title_full_unstemmed Performance Assessment Model for Municipal Solid Waste Management Systems: Development and Implementation
title_sort performance assessment model for municipal solid waste management systems: development and implementation
publisher MDPI AG
series Environments
issn 2076-3298
publishDate 2019-02-01
description Most of the municipalities in the Gulf region are facing performance-related issues in their municipal solid waste management (MSWM) systems. They lack a deliberate inter-municipality benchmarking processes. Instead of identifying the performance gaps for their key components (e.g., personnel productivity, operational reliability, etc.) and adopt proactive measures, the municipalities primarily rely on an efficient emergency response. A novel hierarchical modeling framework, based on deductive reasoning, is developed for the performance assessment of MSWM systems. Fuzzy rule-based modeling using Simulink-MATLAB was used for performance inferencing at different levels, i.e., component, sub-components, etc. The model is capable of handling the inherent uncertainties due to limited data and an imprecise knowledge base. The model’s outcomes can exclusively assist the managers working at different levels of organizational hierarchy for effective decision-making. Performance of the key components assists the senior management in assessing the overall compliance level of performance objectives. Subsequently, operations management can home in the sub-components to acquire useful information for intra-municipality performance management. Meanwhile, individual indicators are useful for inter-municipality benchmarking. The model has been implemented on two municipalities operating in Qassim Region, Saudi Arabia. The results demonstrate the model’s pragmatism for continuous performance improvement of MSWM systems in the country and elsewhere.
topic solid waste management
performance assessment
fuzzy rule-based modeling
performance indicators
Simulink MATLAB
url https://www.mdpi.com/2076-3298/6/2/19
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AT majedalinizzi performanceassessmentmodelformunicipalsolidwastemanagementsystemsdevelopmentandimplementation
AT mdshafiquzaman performanceassessmentmodelformunicipalsolidwastemanagementsystemsdevelopmentandimplementation
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