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• W2999410270 abstract "Soft computing is the use of conjecture, uncertainty, approximation, and ambiguity to compute complex mathematics for which no known algorithm exists that computes a precise result in polynomial time. Condition monitoring (CM) of a system is the practice of observing a set of features defining health of it, such that a deviation is symptomatic of a developing failure. CM of any man-made system is the backbone of predictive maintenance. CM framework comprises of data acquisition, data evaluation, feature extraction, judgment and finally diagnosis. DGS are modular, decentralized, and flexible, which are dispersed near load, albeit having capacities of less than or equal to ten megawatts (MW). DGS typically comprise diverse sources, like, wind, solar, hydro, biomass, biogas, geothermal, and storage components. DGS and CM together play a vital role in transcending conventional distribution system into a grid with advanced sensitivity, automation, practicability, and reliability. Each source can be operated either as grid-connected or stand-alone, thus, the major challenges for CM are to monitor sources simultaneously to enhance the reliability and operational efficiency of the grid. For a reliable system, comprehensive and continuous monitoring of operating parameters is necessary. It needs a variety of communication protocols so that it can receive and handle parameters in different formats. CM system requires a data storage system for analysis of accidents, damages, incipient faults reported during condition assessment of DGS. It should be able to manage and remotely control the operation of the whole system. Thus, this comprehensive survey, is felt obligatory with a motivation to reflect the state-of-the-art developments, over the years and review the synthesis and application methodology of various soft computing methods that are prevalent in CM and diagnostics of DGS." @default.
• W2999410270 created "2020-01-23" @default.
• W2999410270 creator A5020566404 @default.
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• W2999410270 creator A5080076757 @default.
• W2999410270 date "2020-01-01" @default.
• W2999410270 modified "2023-09-27" @default.
• W2999410270 title "Soft Computing Methods and Its Applications in Condition Monitoring of DGS—A Review" @default.
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