Single-Valued Neutrosophic ExpTODIM Technique for Quality Evaluation of MPPT Controller Design for Photovoltaic Systems
Keywords:
Multiple-attribute group decision-making (MAGDM); SVNSs; entropy; Exponential TODIM; quality evaluation of MPPT controller designAbstract
The significance of evaluating the design quality of Maximum Power Point Tracking
(MPPT) controllers in photovoltaic systems lies in ensuring efficient and stable operation
under various environmental conditions. By assessing the controller's tracking efficiency,
dynamic response speed, steady-state error, and disturbance rejection capability, the system's
energy output can be optimized, equipment lifespan extended, operating costs reduced, and
overall system reliability and performance improved, thereby maximizing solar energy
utilization efficiency. The quality evaluation of MPPT controller design for photovoltaic
systems is framed as a multiple-attribute group decision-making (MAGDM) problem.
Recently, the Exponential TODIM (ExpTODIM) approach has been introduced to address this
type of decision-making. Single-valued neutrosophic sets (SVNSs) are employed as a
decision-making tool to represent fuzzy data during the quality evaluation process of MPPT
controller design in photovoltaic systems. In this study, a method combining the single
valued neutrosophic number and Exponential TODIM (SVNN-Com-ExpTODIM), based on
the SVNN Hamming distance (SVNNHD) and SVNN Euclidean distance (SVNNED), is
proposed to solve the MAGDM problem under SVNSs. Finally, a numerical study is
conducted to demonstrate the effectiveness of the SVNN-Com-ExpTODIM approach for the
quality evaluation of MPPT controller design in photovoltaic systems, supported by
comparative analysis.
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