Condition Monitoring Using Computational Intelligence by Tshilidzi Marwala

By Tshilidzi Marwala

Condition tracking utilizing Computational Intelligence tools promotes many of the ways accrued lower than the umbrella of computational intelligence to teach how situation tracking can be utilized to prevent apparatus mess ups and extend its worthwhile lifestyles, reduce downtime and decrease upkeep expenditures. The textual content introduces quite a few signal-processing and pre-processing strategies, wavelets and significant part research, for instance, including their makes use of in tracking and information the advance of powerful function extraction strategies labeled into frequency-, time-frequency- and time-domain research. facts generated by way of those options can then be used for situation category utilising instruments such as:

fuzzy structures; tough and neuro-rough units; neural and Bayesian networks;hidden Markov and Gaussian mix versions; and help vector machines.

Show description

Read or Download Condition Monitoring Using Computational Intelligence Methods: Applications in Mechanical and Electrical Systems PDF

Similar quality control books


In the course of the international, milk and milk items are integral elements of the meals chain. not just do person shoppers use liquid milk for drinks and cooking, yet nutrition brands use mammoth amounts of milk powder, focused milks, butter, and cream as uncooked fabrics for additional processing.

Improving Efficiency by Shrinkage (Statistics: A Series of Textbooks and Monographs)

Bargains a remedy of other types of James-Stein and ridge regression estimators from a frequentist and Bayesian perspective. The booklet explains and compares estimators analytically in addition to numerically and comprises Mathematica and Maple courses utilized in numerical comparability. ;College or college bookshops might order 5 or extra copies at a distinct pupil expense, on hand on request.

Antifreeze Solutions in Home Fire Sprinkler Systems

Antifreeze options in domestic hearth Sprinkler platforms examines the use of antifreeze ideas in residential sprinklers, and analyzes their effectiveness in controlling a fireplace and helping in containment. The e-book additionally investigates the potential for a large-scale ignition happening from ideas of various combos, and proposes the optimum ones for lowering flammability.

Additional info for Condition Monitoring Using Computational Intelligence Methods: Applications in Mechanical and Electrical Systems

Sample text

It was found that the sensitivities of the receptance pseudo-modal energies and the inheritance pseudo-modal energies depend upon the sensitivities of the modal properties. By analyzing the pseudo-modal energies it was observed that if the frequency bandwidth was too narrow, then the energies are dominated by the behavior of the peaks of the FRFs. This is undesirable because near the peaks, factors such as damping ratios, which show high degrees of uncertainty, dominate the dynamics of the pseudo-modal energies.

In: Proceedings of the IEEE international conference on man, systems, and cybernetics, Singapore, pp 1954–1959 Murthy VS, Mohanta DK, Gupta S (2011) Video surveillance-based insulator condition monitoring analysis for substation monitoring system (SMS). Int J Inf Commun Technol 3:11–31 Nandi S, Ilamparithi T, Lee SB, Hyun D (2009) Pole pair and rotor slot number independent frequency domain based detection of eccentricity faults in induction machines using a semi online technique. In: Proceedings of the IEEE international symposium on diagnostics for electric machines, power electronics and drives, Cargese, France, pp 1–7 Nelwamondo FV, Marwala T (2007) Techniques for handling missing data: applications to online condition monitoring.

Int J Numer Methods Eng 28:2451–2463 O’Callahan JC, Avitabile P, Riemer R (1989) System equivalent reduction expansion process. In: Proceedings of the 7th international modal analysis conference, Las Vegas, Nevada, pp 17–21 Pandurangaiah D, Reddy CC, Govindan TP, Mandlik M, Ramu TS (2008) Estimation of remaining life of power transformers. In: Proceedings of the IEEE international symposium on electrical insulation, Vancouver, Canada, pp 243–246 Park S, Kim JW, Lee C, Park SK (2011) Impedance-based wireless debonding condition monitoring of CFRP laminated concrete structures.

Download PDF sample

Rated 4.30 of 5 – based on 43 votes