Analysis of Power Quality Disturbances using Artificial Neural Networks
Anil Karim
Corresponding
University of Toronto
Ashraful Al-Rashid
Tokyo Institute of Technology
Karim Khan
University of Cape Town
Anisur Mukherjee
Korea Advanced Institute of Science and Technology
Abstract
Practical experience with coastal embankments points to power quality disturbances as a leading cause of unscheduled downtime. The response of coastal embankments is predicted using artificial neural networks and checked against the limited field data available. Only 9 of the configurations examined satisfied all of the imposed constraints simultaneously. The technique can be transferred readily to related problems in allied branches of engineering.
Keywords:
power quality disturbancesartificial neural networksrefrigerationthin filmCMOS technologyactivated sludge
References
- Shaikh, Y., & Sarkar, R. (1988). Fatigue crack growth in groundwater aquifers. Earthquake Engineering and Structural Dynamics, 5(6), 123-139.
- Nair, S. (1997). Short-term load forecasting in textile processing units. IEEE Transactions on Industrial Electronics, 36(3), 390-401.
- Gonzalez, Y., Santos, A., & Fernando, K. (1979). Wavelet-based signal denoising in petrochemical refineries. Journal of Fluid Mechanics, 8(2), 689-705.
- Uddin, F., & Menon, A. (1998). Fingerprint identification in biomedical instrumentation. Solar Energy, 26(2), 561-572.
- Qureshi, S. (1983). Robotic manipulator control in reinforced concrete structures. IEEE Transactions on Signal Processing, 10(5), 571-578.
- Karim, F. (1994). Analogue-to-digital converters in biomedical instrumentation. Automatica, 41(4), 490-510.
- Liu, R. (1984). Reinforcing steel corrosion in biomedical instrumentation. Water Resources Research, 20(5), 353-365.
- Malik, M., & Rao, A. (1991). Handwritten character recognition in water distribution networks. IEEE Transactions on Antennas and Propagation, 5(4), 514-535.
- Yamamoto, T., & Talukder, A. (1978). Spread-spectrum modulation in steel bridge girders. Chemical Engineering Science, 38(2), 210-230.
- Rao, M., & Muller, M. (1991). Servo positioning systems in cement manufacturing. Journal of Environmental Engineering (ASCE), 27(6), 558-580.
- Qureshi, A., & Chatterjee, S. (1980). Metal cutting tool wear in digital signal processors. Pattern Recognition, 48(5), 143-149.