Vibration analyzing in horizontal pumping aggregate by soft computing
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2018
Authors
Milovancević, MilošNikolić, Vlastimir
Petković, Dalibor
Vracar, Ljubomir
Veg, Emil
Tomić, Natalija
Jović, Srdjan
Article (Published version)
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The main goal of the study was to analyze vibration of pumping aggregate. There are fourth position which could be very harmful for the total working operation of the pumping aggregate. The pumping aggregated should have smooth continuous operations without any mistake. Vibration could affect different parts or segments of the pumping aggregate and therefore it is need to analyze the vibrating. Analyzing of the vibration could be highly nonlinear task since many different parameters are involved in the model. To avoid the analytical model in this article soft computing approach was used since the soft computing approach does not require internal knowledge of the vibration model. For the soft computing model there is enough to collect the input output data pairs through experimental measurement procedure. Based on the input/output data pairs the model will be created. The approach should rank the influence of the measuring positions vibration on the pumping aggregate. Finally three diff...erent soft computing methods were compared and results were reported.
Keywords:
Vibration / Soft computing / Pumping aggregateSource:
Measurement, 2018, 125, 454-462Publisher:
- Elsevier Sci Ltd, Oxford
DOI: 10.1016/j.measurement.2018.04.100
ISSN: 0263-2241
WoS: 000436642500051
Scopus: 2-s2.0-85046706053
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Mašinski fakultetTY - JOUR AU - Milovancević, Miloš AU - Nikolić, Vlastimir AU - Petković, Dalibor AU - Vracar, Ljubomir AU - Veg, Emil AU - Tomić, Natalija AU - Jović, Srdjan PY - 2018 UR - https://machinery.mas.bg.ac.rs/handle/123456789/2875 AB - The main goal of the study was to analyze vibration of pumping aggregate. There are fourth position which could be very harmful for the total working operation of the pumping aggregate. The pumping aggregated should have smooth continuous operations without any mistake. Vibration could affect different parts or segments of the pumping aggregate and therefore it is need to analyze the vibrating. Analyzing of the vibration could be highly nonlinear task since many different parameters are involved in the model. To avoid the analytical model in this article soft computing approach was used since the soft computing approach does not require internal knowledge of the vibration model. For the soft computing model there is enough to collect the input output data pairs through experimental measurement procedure. Based on the input/output data pairs the model will be created. The approach should rank the influence of the measuring positions vibration on the pumping aggregate. Finally three different soft computing methods were compared and results were reported. PB - Elsevier Sci Ltd, Oxford T2 - Measurement T1 - Vibration analyzing in horizontal pumping aggregate by soft computing EP - 462 SP - 454 VL - 125 DO - 10.1016/j.measurement.2018.04.100 ER -
@article{ author = "Milovancević, Miloš and Nikolić, Vlastimir and Petković, Dalibor and Vracar, Ljubomir and Veg, Emil and Tomić, Natalija and Jović, Srdjan", year = "2018", abstract = "The main goal of the study was to analyze vibration of pumping aggregate. There are fourth position which could be very harmful for the total working operation of the pumping aggregate. The pumping aggregated should have smooth continuous operations without any mistake. Vibration could affect different parts or segments of the pumping aggregate and therefore it is need to analyze the vibrating. Analyzing of the vibration could be highly nonlinear task since many different parameters are involved in the model. To avoid the analytical model in this article soft computing approach was used since the soft computing approach does not require internal knowledge of the vibration model. For the soft computing model there is enough to collect the input output data pairs through experimental measurement procedure. Based on the input/output data pairs the model will be created. The approach should rank the influence of the measuring positions vibration on the pumping aggregate. Finally three different soft computing methods were compared and results were reported.", publisher = "Elsevier Sci Ltd, Oxford", journal = "Measurement", title = "Vibration analyzing in horizontal pumping aggregate by soft computing", pages = "462-454", volume = "125", doi = "10.1016/j.measurement.2018.04.100" }
Milovancević, M., Nikolić, V., Petković, D., Vracar, L., Veg, E., Tomić, N.,& Jović, S.. (2018). Vibration analyzing in horizontal pumping aggregate by soft computing. in Measurement Elsevier Sci Ltd, Oxford., 125, 454-462. https://doi.org/10.1016/j.measurement.2018.04.100
Milovancević M, Nikolić V, Petković D, Vracar L, Veg E, Tomić N, Jović S. Vibration analyzing in horizontal pumping aggregate by soft computing. in Measurement. 2018;125:454-462. doi:10.1016/j.measurement.2018.04.100 .
Milovancević, Miloš, Nikolić, Vlastimir, Petković, Dalibor, Vracar, Ljubomir, Veg, Emil, Tomić, Natalija, Jović, Srdjan, "Vibration analyzing in horizontal pumping aggregate by soft computing" in Measurement, 125 (2018):454-462, https://doi.org/10.1016/j.measurement.2018.04.100 . .