ANALYZING ENERGY CONSUMPTION OF ORGANIZATIONAL BUILDINGS USING GREY SET THEORY

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RAZAVI MOSTAFA; MEHREGAN MOHAMMAD REZA; SHAKOURI HAMED; KARIMI TOORAJ

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Journal: Industrial Management Journal Year:2016 | Volume:8 | Issue:1 Page(s): 43-60

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Title

ANALYZING ENERGY CONSUMPTION OF ORGANIZATIONAL BUILDINGS USING GREY SET THEORY

Author(s)

RAZAVI MOSTAFA | MEHREGAN MOHAMMAD REZA | SHAKOURI HAMED | KARIMI TOORAJ | Issue Writer Certificate

Keywords

ENERGY AUDITQ1

GRAY SET THEORYQ1

GREY CLUSTERINGQ2

IRAN OIL MINISTRYQ1

Abstract

In particular, by identifying clusters of Individuals, households, organizations, cities, countries and nationalities with similar behavioural patterns, it can assist in the crafting of more effective interventions and incentives targeted to specific energy cultures. it also helps energy supply companies understand different behavioural clusters among their customers, so as to better tailor their tariff schemes and products. The purpose of this paper is clustering of buildings by using Grey Set Theory. This theory has the advantage of using fewer data to analyze many factors, and it is therefore more appropriate for this study rather than traditional statistical regression which requires massive data, normal distribution in the data and few variant factors. Gray clustering in this study has been used for two purposes. First, all the variables of building relate to ENERGY AUDIT cluster in two main groups of indicators and the number of variables is reduced. Second, GREY CLUSTERING with Variable Weights has been used to classify all buildings in three categories named “standard”, “Moderate standard deviation” and “completely non-standard”. This classification can be the basis of behavioral research on each group and understanding of cultural differences in each cluster, regardless of technological and structural differences between the buildings. In addition it can be as a tool for understanding the potentials and possibilities for sites of action to achieve behaviour change, whether these are at a general policy level, or targeted at a specific group.

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APA: Copy

RAZAVI, MOSTAFA, MEHREGAN, MOHAMMAD REZA, SHAKOURI, HAMED, & KARIMI, TOORAJ. (2016). ANALYZING ENERGY CONSUMPTION OF ORGANIZATIONAL BUILDINGS USING GREY SET THEORY. JOURNAL OF INDUSTRIAL MANAGEMENT, 8(1 ), 43-60. SID. https://sid.ir/paper/139947/en

Vancouver: Copy

RAZAVI MOSTAFA, MEHREGAN MOHAMMAD REZA, SHAKOURI HAMED, KARIMI TOORAJ. ANALYZING ENERGY CONSUMPTION OF ORGANIZATIONAL BUILDINGS USING GREY SET THEORY. JOURNAL OF INDUSTRIAL MANAGEMENT[Internet]. 2016;8(1 ):43-60. Available from: https://sid.ir/paper/139947/en

IEEE: Copy

MOSTAFA RAZAVI, MOHAMMAD REZA MEHREGAN, HAMED SHAKOURI, and TOORAJ KARIMI, “ANALYZING ENERGY CONSUMPTION OF ORGANIZATIONAL BUILDINGS USING GREY SET THEORY,” JOURNAL OF INDUSTRIAL MANAGEMENT, vol. 8, no. 1 , pp. 43–60, 2016, [Online]. Available: https://sid.ir/paper/139947/en

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