Skip to main content
Erschienen in: Environmental Management 3/2021

29.09.2020

A Framework to Prioritize the Public Expectations from Water Treatment Plants based on Trapezoidal Type-2 Fuzzy Ahp Method

verfasst von: Aslihan Yildiz, Ertugrul Ayyildiz, Alev Taskin Gumus, Coskun Ozkan

Erschienen in: Environmental Management | Ausgabe 3/2021

Einloggen

Aktivieren Sie unsere intelligente Suche um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Water treatment plants play a major role in the cycle of water recovery and reuse. Besides the benefits of water treatment plants, they have a great impact on the environment, social life, economy, and natural habitats. In this sense, decision-makers should effectively plan the construction and operational activities of plants, taking into account the expectations of users. Growing public expectations about water treatment plants increase the pressures on investors and government managers. In this study, we focus on defining and determining the weights of public expectations from water treatment plants and handle as a multi-criteria decision-making problem. A two-level hierarchical model is structured to evaluate public expectations from water treatment plants as model criteria. For the problem, a literature review is performed to search the main criteria. The most suitable criteria for the problem are determined using experts’ opinions. Then, the sub-criteria are determined. Experts’ evaluations are collected by face to face interviews. These evaluations are consolidated and finalized via the modified Delphi method. Trapezoidal Type-2 Fuzzy Analytic Hierarchy Process (T2F-AHP) is employed to determine criteria weights using results obtained by the modified Delphi method. A sensitivity analysis is performed to show the reliability of the proposed methodology. A comparison is also performed between the Analytic Hierarchy Process (AHP) and the proposed methodology. The results of this study can be used as a guide to develop public strategies about water treatment plants. Finally, conclusions and future directions of this work are given.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literatur
Zurück zum Zitat Adams R (2013) Active queue management: a survey. IEEE Commun Surv Tutor 15(3):1425–76 Adams R (2013) Active queue management: a survey. IEEE Commun Surv Tutor 15(3):1425–76
Zurück zum Zitat Akhoundi A, Nazif S (2018) Sustainability assessment of wastewater reuse alternatives using the evidential reasoning approach. J Clean Prod 195:1350–76 Akhoundi A, Nazif S (2018) Sustainability assessment of wastewater reuse alternatives using the evidential reasoning approach. J Clean Prod 195:1350–76
Zurück zum Zitat Alegoz M, Yapicioglu H (2019) Supplier selection and order allocation decisions under quantity discount and fast service options. Sustain Prod Consum 18:179–89 Alegoz M, Yapicioglu H (2019) Supplier selection and order allocation decisions under quantity discount and fast service options. Sustain Prod Consum 18:179–89
Zurück zum Zitat Anane M, Bouziri L, Limam A, Jellali S (2012) Ranking suitable sites for irrigation with reclaimed water in the Nabeul-hammamet region (Tunisia) using GIS and AHP-multicriteria decision analysis. Resour, Conserv Recycling 65:36–46 Anane M, Bouziri L, Limam A, Jellali S (2012) Ranking suitable sites for irrigation with reclaimed water in the Nabeul-hammamet region (Tunisia) using GIS and AHP-multicriteria decision analysis. Resour, Conserv Recycling 65:36–46
Zurück zum Zitat Aragonés-Beltrán P, Pastor-Ferrando JP, García-García F, Pascual-Agulló A (2010) An analytic network process approach for siting a municipal solid waste plant in the metropolitan area of Valencia (Spain). J Environ Manag 91(5):1071–86 Aragonés-Beltrán P, Pastor-Ferrando JP, García-García F, Pascual-Agulló A (2010) An analytic network process approach for siting a municipal solid waste plant in the metropolitan area of Valencia (Spain). J Environ Manag 91(5):1071–86
Zurück zum Zitat Atanassov KT (1999) Intuitionistic Fuzzy Sets. in. Physica, Heidelberg, pp 1–137 Atanassov KT (1999) Intuitionistic Fuzzy Sets. in. Physica, Heidelberg, pp 1–137
Zurück zum Zitat Ayyildiz E, Gumus AT (2020) A novel spherical fuzzy AHP-integrated spherical WASPAS methodology for petrol station location selection problem: a real case study for İstanbul. Environ Sci Pollut Res 27(29):36109–20 Ayyildiz E, Gumus AT (2020) A novel spherical fuzzy AHP-integrated spherical WASPAS methodology for petrol station location selection problem: a real case study for İstanbul. Environ Sci Pollut Res 27(29):36109–20
Zurück zum Zitat Banai-Kashani R (1989) A new method for site suitability analysis: the analytic hierarchy process. Environ Manag 13(6):685–93 Banai-Kashani R (1989) A new method for site suitability analysis: the analytic hierarchy process. Environ Manag 13(6):685–93
Zurück zum Zitat Boix M, Montastruc L, Pibouleau L, Azzaro-Pantel C, Domenech. S (2011) A multiobjective optimization framework for multicontaminant industrial water network design. J Environ Manag 92(7):1802–8 Boix M, Montastruc L, Pibouleau L, Azzaro-Pantel C, Domenech. S (2011) A multiobjective optimization framework for multicontaminant industrial water network design. J Environ Manag 92(7):1802–8
Zurück zum Zitat Bonissone PP, Decker KS (1986) Selecting uncertainty calculi and granularity: an experiment in trading-off precision and complexity. In: Machine Intelligence and Pattern Recognition, vol. 4. North-Holland, Amsterdam, pp 217–247 Bonissone PP, Decker KS (1986) Selecting uncertainty calculi and granularity: an experiment in trading-off precision and complexity. In: Machine Intelligence and Pattern Recognition, vol. 4. North-Holland, Amsterdam, pp 217–247
Zurück zum Zitat Bottero M, Comino E, Riggio V (2011) Application of the analytic hierarchy process and the analytic network process for the assessment of different wastewater treatment systems. Environ Model Softw 26(10):1211–24 Bottero M, Comino E, Riggio V (2011) Application of the analytic hierarchy process and the analytic network process for the assessment of different wastewater treatment systems. Environ Model Softw 26(10):1211–24
Zurück zum Zitat Buckley JJ (1985) Fuzzy hierarchical analysis. Fuzzy Sets Syst 17(3):233–47 Buckley JJ (1985) Fuzzy hierarchical analysis. Fuzzy Sets Syst 17(3):233–47
Zurück zum Zitat Celik E, Akyuz E (2018) An interval type-2 fuzzy AHP and TOPSIS methods for decision-making problems in maritime transportation engineering: the case of ship loader. Ocean Eng 155:371–81 Celik E, Akyuz E (2018) An interval type-2 fuzzy AHP and TOPSIS methods for decision-making problems in maritime transportation engineering: the case of ship loader. Ocean Eng 155:371–81
Zurück zum Zitat Celik E, Aydin N, Gumus AT (2014) A multiattribute customer satisfaction evaluation approach for rail transit network: a real case study for Istanbul, Turkey. Transp Policy 36:283–93 Celik E, Aydin N, Gumus AT (2014) A multiattribute customer satisfaction evaluation approach for rail transit network: a real case study for Istanbul, Turkey. Transp Policy 36:283–93
Zurück zum Zitat Celik E, Gumus AT (2016) An outranking approach based on interval type-2 fuzzy sets to evaluate preparedness and response ability of non-governmental humanitarian relief organizations. Comp Ind Eng 101:21–34 Celik E, Gumus AT (2016) An outranking approach based on interval type-2 fuzzy sets to evaluate preparedness and response ability of non-governmental humanitarian relief organizations. Comp Ind Eng 101:21–34
Zurück zum Zitat Celik E, Gumus AT (2018) An assessment approach for non-governmental organizations in humanitarian relief logistics and an application in Turkey. Technol Econ Dev Econ 24(1):1–26 Celik E, Gumus AT (2018) An assessment approach for non-governmental organizations in humanitarian relief logistics and an application in Turkey. Technol Econ Dev Econ 24(1):1–26
Zurück zum Zitat Chang CW, Wu CR, Chen HC (2008) Using expert technology to select unstable slicing machine to control wafer slicing quality via fuzzy AHP. Expert Syst Appl 34(3):2210–20 Chang CW, Wu CR, Chen HC (2008) Using expert technology to select unstable slicing machine to control wafer slicing quality via fuzzy AHP. Expert Syst Appl 34(3):2210–20
Zurück zum Zitat Choudhury S, Majumder M, Saha AK (2017) An optimization model using the standard deviation method and multiple decision making statistics in water treatment plants in Northeastern India. Asian J Water, Environ Pollut 14(3):27–37 Choudhury S, Majumder M, Saha AK (2017) An optimization model using the standard deviation method and multiple decision making statistics in water treatment plants in Northeastern India. Asian J Water, Environ Pollut 14(3):27–37
Zurück zum Zitat Choudhury S, Saha AK, Majumder M (2018) Recognising the risk factors of water treatment plants using a hybrid MCDM method. Environ Policy Law 48(1):74–79 Choudhury S, Saha AK, Majumder M (2018) Recognising the risk factors of water treatment plants using a hybrid MCDM method. Environ Policy Law 48(1):74–79
Zurück zum Zitat Choudhury S, Saha AK, Majumder M (2020) Optimal location selection for installation of surface water treatment plant by gini coefficient-based analytical hierarchy process. Environ Dev Sustain 22(5):4073–99 Choudhury S, Saha AK, Majumder M (2020) Optimal location selection for installation of surface water treatment plant by gini coefficient-based analytical hierarchy process. Environ Dev Sustain 22(5):4073–99
Zurück zum Zitat Dadone P, Vanlandingham HF (2002) Load transfer control for a gantry crane with arbitrary delay constraints. J Vib Control 8(2):135–58. Dadone P, Vanlandingham HF (2002) Load transfer control for a gantry crane with arbitrary delay constraints. J Vib Control 8(2):135–58.
Zurück zum Zitat De P, Majumder M (2017) Monitoring water input quality: early screening and system support through the application of an adapted multiple criteria decision making method. Desalination Water Treat 82:44–56 De P, Majumder M (2017) Monitoring water input quality: early screening and system support through the application of an adapted multiple criteria decision making method. Desalination Water Treat 82:44–56
Zurück zum Zitat Debnath A, Majumder M, Pal M (2016) Potential of Fuzzy-ELECTRE MCDM in evaluation of cyanobacterial toxins removal methods. Arab J Sci Eng 41(10):3931–44 Debnath A, Majumder M, Pal M (2016) Potential of Fuzzy-ELECTRE MCDM in evaluation of cyanobacterial toxins removal methods. Arab J Sci Eng 41(10):3931–44
Zurück zum Zitat Gumus AT (2009) Evaluation of hazardous waste transportation firms by using a two step fuzzy-AHP and TOPSIS methodology. Expert Syst Appl 36(2 PART 2):4067–74 Gumus AT (2009) Evaluation of hazardous waste transportation firms by using a two step fuzzy-AHP and TOPSIS methodology. Expert Syst Appl 36(2 PART 2):4067–74
Zurück zum Zitat Gündoǧdu FK, Kahraman C (2019) Spherical fuzzy sets and spherical fuzzy TOPSIS method. J Intell Fuzzy Syst 36(1):337–52 Gündoǧdu FK, Kahraman C (2019) Spherical fuzzy sets and spherical fuzzy TOPSIS method. J Intell Fuzzy Syst 36(1):337–52
Zurück zum Zitat Hadipour A, Rajaee T, Hadipour V, Seidirad S (2016) Multi-criteria decision-making model for wastewater reuse application: a case study from Iran. Desalination Water Treat 57(30):13857–64 Hadipour A, Rajaee T, Hadipour V, Seidirad S (2016) Multi-criteria decision-making model for wastewater reuse application: a case study from Iran. Desalination Water Treat 57(30):13857–64
Zurück zum Zitat Hailu Y, Tilahun E, Brhane A, Resky H, Sahu O (2019) Ion exchanges process for calcium, magnesium and total hardness from ground water with natural zeolite. Groundw Sustain Dev 8:457–67 Hailu Y, Tilahun E, Brhane A, Resky H, Sahu O (2019) Ion exchanges process for calcium, magnesium and total hardness from ground water with natural zeolite. Groundw Sustain Dev 8:457–67
Zurück zum Zitat Hakanen J, Aittokoski T (2010) Comparison of MCDM and EMO approaches in wastewater treatment plant design. Lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics). vol. 5467. LNCS. Springer, Berlin, Heidelberg, pp 350–364 Hakanen J, Aittokoski T (2010) Comparison of MCDM and EMO approaches in wastewater treatment plant design. Lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics). vol. 5467. LNCS. Springer, Berlin, Heidelberg, pp 350–364
Zurück zum Zitat Hartman A (1981) Reaching consensus using the delphi technique. Educ Leadersh 38(6):495–97 Hartman A (1981) Reaching consensus using the delphi technique. Educ Leadersh 38(6):495–97
Zurück zum Zitat Hsu PF, Cheng RW, Li YT (2008) Selection of infectious medical waste disposal firms by using the analytic hierarchy process and sensitivity analysis. Waste Manag 28(8):1386–94 Hsu PF, Cheng RW, Li YT (2008) Selection of infectious medical waste disposal firms by using the analytic hierarchy process and sensitivity analysis. Waste Manag 28(8):1386–94
Zurück zum Zitat Ilangkumaran M, Sakthivel G, Sasirekha V (2014) “Waste water treatment technology selection using FAHP and GRA approaches.”. Int J Environ Waste Manag 14(4):392–413 Ilangkumaran M, Sakthivel G, Sasirekha V (2014) “Waste water treatment technology selection using FAHP and GRA approaches.”. Int J Environ Waste Manag 14(4):392–413
Zurück zum Zitat Kahraman C, Sari I, Turanoğlu E (2012) Fuzzy analytic hierarchy process with type-2 fuzzy sets. In: Proceedings of the 10th International FLINS Conference on Uncertainty modeling in knowledge engineering and decision making. pp 201–212. Istanbul Kahraman C, Sari I, Turanoğlu E (2012) Fuzzy analytic hierarchy process with type-2 fuzzy sets. In: Proceedings of the 10th International FLINS Conference on Uncertainty modeling in knowledge engineering and decision making. pp 201–212. Istanbul
Zurück zum Zitat Kalbar PP, Karmakar S, Asolekar SR (2013) The influence of expert opinions on the selection of wastewater treatment alternatives: a group decision-making approach. J Environ Manag 128:844–51 Kalbar PP, Karmakar S, Asolekar SR (2013) The influence of expert opinions on the selection of wastewater treatment alternatives: a group decision-making approach. J Environ Manag 128:844–51
Zurück zum Zitat Kim Y, Chung ES, Jun SM, Kim SU (2013) Prioritizing the best sites for treated wastewater instream use in an urban watershed using fuzzy TOPSIS. Resour, Conserv Recycling 73:23–32 Kim Y, Chung ES, Jun SM, Kim SU (2013) Prioritizing the best sites for treated wastewater instream use in an urban watershed using fuzzy TOPSIS. Resour, Conserv Recycling 73:23–32
Zurück zum Zitat Lebrero R, Bouchy L, Stuetz R, Muǹoz R (2011) Odor assessment and management in wastewater treatment plants: a review. Crit Rev Environ Sci Technol 41(10):915–50 Lebrero R, Bouchy L, Stuetz R, Muǹoz R (2011) Odor assessment and management in wastewater treatment plants: a review. Crit Rev Environ Sci Technol 41(10):915–50
Zurück zum Zitat Mardle S, Pascoe S, Herrero I (2004) Management objective importance in fisheries: an evaluation using the analytic hierarchy process (AHP). Environ Manag 33(1):1–11 Mardle S, Pascoe S, Herrero I (2004) Management objective importance in fisheries: an evaluation using the analytic hierarchy process (AHP). Environ Manag 33(1):1–11
Zurück zum Zitat McCallum S, Viviers S (2020) Private sector impact investment in water purification infrastructure in south africa: a qualitative analysis of opportunities and barriers. Water SA 46(1):44–54 McCallum S, Viviers S (2020) Private sector impact investment in water purification infrastructure in south africa: a qualitative analysis of opportunities and barriers. Water SA 46(1):44–54
Zurück zum Zitat Meng F, Fu G, Butler D (2016) Water quality permitting: from end-of-pipe to operational strategies. Water Res 101:114–26 Meng F, Fu G, Butler D (2016) Water quality permitting: from end-of-pipe to operational strategies. Water Res 101:114–26
Zurück zum Zitat Murry JW, Hammons JO (1995) Delphi: a versatile methodology for conducting qualitative research. Rev High Educ 18(4):423–36 Murry JW, Hammons JO (1995) Delphi: a versatile methodology for conducting qualitative research. Rev High Educ 18(4):423–36
Zurück zum Zitat Nayeb H, Torabian A, Mehrdadi N (2014) Selecting the optimal urban wastewater treatment process in the various climates by using analytic hierarchy process (AHP). J Environ Stud 40(3(71)):48–50 Nayeb H, Torabian A, Mehrdadi N (2014) Selecting the optimal urban wastewater treatment process in the various climates by using analytic hierarchy process (AHP). J Environ Stud 40(3(71)):48–50
Zurück zum Zitat Njuangang S, Liyanage C, Akintoye A (2017) Application of the delphi technique in healthcare maintenance. Int J Health Care Qual Assur 30(8):737–54 Njuangang S, Liyanage C, Akintoye A (2017) Application of the delphi technique in healthcare maintenance. Int J Health Care Qual Assur 30(8):737–54
Zurück zum Zitat Padrón-Páez JI, De León Almaraz S, Román-Martínez A (2020) Sustainable wastewater treatment plants design through multiobjective optimization. Comp Chem Eng 140:1–16 Padrón-Páez JI, De León Almaraz S, Román-Martínez A (2020) Sustainable wastewater treatment plants design through multiobjective optimization. Comp Chem Eng 140:1–16
Zurück zum Zitat Robbins SP (1994) Management. Prentice hall, New Jersey Robbins SP (1994) Management. Prentice hall, New Jersey
Zurück zum Zitat Rodriguez DJ, Van den Berg C, McMahon A (2012) A investing in water infrastructure: capital, operations and maintenance. Water Papers, Water Partnership Program, World Bank, Washington Rodriguez DJ, Van den Berg C, McMahon A (2012) A investing in water infrastructure: capital, operations and maintenance. Water Papers, Water Partnership Program, World Bank, Washington
Zurück zum Zitat Saaty TL (1977) A scaling method for priorities in hierarchical structures. J Math Psychol 15(3):234–81 Saaty TL (1977) A scaling method for priorities in hierarchical structures. J Math Psychol 15(3):234–81
Zurück zum Zitat Sadiq R, Husain T, Veitch B, Bose N (2003) Evaluation of generic types of drilling fluid using a risk-based analytic hierarchy process. Environ Manag 32(6):778–87 Sadiq R, Husain T, Veitch B, Bose N (2003) Evaluation of generic types of drilling fluid using a risk-based analytic hierarchy process. Environ Manag 32(6):778–87
Zurück zum Zitat Sari IU, Behret H, Kahraman C (2012) Risk governance of urban rail systems using fuzzy AHP: the case of Istanbul. Int J Uncertain Fuzziness Knowl-Based Syst 20:67–79 Sari IU, Behret H, Kahraman C (2012) Risk governance of urban rail systems using fuzzy AHP: the case of Istanbul. Int J Uncertain Fuzziness Knowl-Based Syst 20:67–79
Zurück zum Zitat Skoczko I, Oszczapińska K (2019) The choice of location for a community water treatment plant using the AHP method. Ekonomia i Srodowisko 68:166–76 Skoczko I, Oszczapińska K (2019) The choice of location for a community water treatment plant using the AHP method. Ekonomia i Srodowisko 68:166–76
Zurück zum Zitat Smarandache F (1999) A unifying field in logics: neutrosophic logic. American Research Press, Rehoboth Smarandache F (1999) A unifying field in logics: neutrosophic logic. American Research Press, Rehoboth
Zurück zum Zitat Srdjevic Z, Lakicevic M, Srdjevic B (2013) Approach of decision making based on the analytic hierarchy process for urban landscape management. Environ Manag 51(3):777–85 Srdjevic Z, Lakicevic M, Srdjevic B (2013) Approach of decision making based on the analytic hierarchy process for urban landscape management. Environ Manag 51(3):777–85
Zurück zum Zitat Stuetz R, Frechen FB (2015) Odours in wastewater treatment-measurement, modelling and control. Water Intell Online 4(0):9781780402932–9781780402932 Stuetz R, Frechen FB (2015) Odours in wastewater treatment-measurement, modelling and control. Water Intell Online 4(0):9781780402932–9781780402932
Zurück zum Zitat Torra V (2010) Hesitant fuzzy sets. Int J Intell Syst 25(6):n/a–n/a Torra V (2010) Hesitant fuzzy sets. Int J Intell Syst 25(6):n/a–n/a
Zurück zum Zitat Wang JQ, Peng JJ, Zhang HY, Liu T, Chen XH (2015) An uncertain linguistic multi-criteria group decision-making method based on a cloud model. Group Decis Negotiation 24(1):171–92 Wang JQ, Peng JJ, Zhang HY, Liu T, Chen XH (2015) An uncertain linguistic multi-criteria group decision-making method based on a cloud model. Group Decis Negotiation 24(1):171–92
Zurück zum Zitat Witherspoon J, Easter C, Voigt R, Gupta K, McGrath M (2012) An odor control master planning approach to public outreach programs. Proceedings of the Water Environment Federation 2006(3):407–27 Witherspoon J, Easter C, Voigt R, Gupta K, McGrath M (2012) An odor control master planning approach to public outreach programs. Proceedings of the Water Environment Federation 2006(3):407–27
Zurück zum Zitat Wu JY, Van Brunt V, Zhang WR, Bezdek JC (1988) Tower packing evaluation using linguistic variables. Comp Math Appl 15(10):863–69 Wu JY, Van Brunt V, Zhang WR, Bezdek JC (1988) Tower packing evaluation using linguistic variables. Comp Math Appl 15(10):863–69
Zurück zum Zitat Yager RR (2014) Pythagorean membership grades in multicriteria decision making. IEEE Trans Fuzzy Syst 22(4):958–65 Yager RR (2014) Pythagorean membership grades in multicriteria decision making. IEEE Trans Fuzzy Syst 22(4):958–65
Zurück zum Zitat Yildiz A, Ayyildiz E, Gumus AT, Ozkan C (2020) A modified balanced scorecard based hybrid pythagorean fuzzy AHP-topsis methodology for ATM site selection problem. Int J Inf Technol Decis Mak 19(02):365–84 Yildiz A, Ayyildiz E, Gumus AT, Ozkan C (2020) A modified balanced scorecard based hybrid pythagorean fuzzy AHP-topsis methodology for ATM site selection problem. Int J Inf Technol Decis Mak 19(02):365–84
Zurück zum Zitat Yilmaz MK, Kusakci AO, Tatoglu E, Icten O, Yetgin F (2019) Performance evaluation of real estate investment trusts using a hybridized interval Type-2 Fuzzy AHP-DEA approach: the case of borsa Istanbul. Int J Inf Technol Decis Mak 18(6):1785–1820 Yilmaz MK, Kusakci AO, Tatoglu E, Icten O, Yetgin F (2019) Performance evaluation of real estate investment trusts using a hybridized interval Type-2 Fuzzy AHP-DEA approach: the case of borsa Istanbul. Int J Inf Technol Decis Mak 18(6):1785–1820
Zurück zum Zitat Zadeh LA (1965) Fuzzy sets. Inf Control 8(3):338–53 Zadeh LA (1965) Fuzzy sets. Inf Control 8(3):338–53
Zurück zum Zitat Zadeh LA (1975) The concept of a linguistic variable and its application to approximate reasoning-I. Inf Sci 8(3):199–249 Zadeh LA (1975) The concept of a linguistic variable and its application to approximate reasoning-I. Inf Sci 8(3):199–249
Zurück zum Zitat Vasiljević Z, Tamara, Srdjević Z, Bajčetić R, Miloradov MV (2012) GIS and the analytic hierarchy process for regional landfill site selection in transitional countries: a case study from Serbia. Environ Manag 49(2):445–58 Vasiljević Z, Tamara, Srdjević Z, Bajčetić R, Miloradov MV (2012) GIS and the analytic hierarchy process for regional landfill site selection in transitional countries: a case study from Serbia. Environ Manag 49(2):445–58
Zurück zum Zitat Zewdie M, Worku H, Bantider A (2018) Temporal dynamics of the driving factors of urban landscape change of addis ababa during the past three decades. Environ Manag 61(1):132–46 Zewdie M, Worku H, Bantider A (2018) Temporal dynamics of the driving factors of urban landscape change of addis ababa during the past three decades. Environ Manag 61(1):132–46
Zurück zum Zitat Zhang X, Huang J, Lin L, Wang Y, Zhang X (2019) Operation performance evaluation of municipal wastewater treatment plant by analytic hierarchy process. IOP Conf Ser: Mater Sci Eng 484:012037 Zhang X, Huang J, Lin L, Wang Y, Zhang X (2019) Operation performance evaluation of municipal wastewater treatment plant by analytic hierarchy process. IOP Conf Ser: Mater Sci Eng 484:012037
Zurück zum Zitat Zhang Z, Wen J, Wang X, Zhao C (2018) A novel crowd evaluation method for security and trustworthiness of online social networks platforms based on signaling theory. J Comput Sci 26:468–77 Zhang Z, Wen J, Wang X, Zhao C (2018) A novel crowd evaluation method for security and trustworthiness of online social networks platforms based on signaling theory. J Comput Sci 26:468–77
Metadaten
Titel
A Framework to Prioritize the Public Expectations from Water Treatment Plants based on Trapezoidal Type-2 Fuzzy Ahp Method
verfasst von
Aslihan Yildiz
Ertugrul Ayyildiz
Alev Taskin Gumus
Coskun Ozkan
Publikationsdatum
29.09.2020
Verlag
Springer US
Erschienen in
Environmental Management / Ausgabe 3/2021
Print ISSN: 0364-152X
Elektronische ISSN: 1432-1009
DOI
https://doi.org/10.1007/s00267-020-01367-5

Weitere Artikel der Ausgabe 3/2021

Environmental Management 3/2021 Zur Ausgabe