Datasets
Standard Dataset
Data : Faults and Short Circuit in Centrifugal Pump
- Citation Author(s):
-
AbhishekBansal
New Era Consultancy Services - Submitted by:
- Abhishek Bansal
- Last updated:
- Fri, 03/14/2025 - 04:47
- DOI:
- 10.21227/qcp9-cw66
- Data Format:
- License:
340 Views- Categories:
- Keywords:
-
centrifugal, frozen, rotor, pump, Turbulence, fluid, turbomachine, continuity, CFD, rotational kinetic energy, Computational Fluid Dynamics, volute, impeller, Navier-Stokes, Single-Phase Flow, hydrodynamic, induction machine, FEA, finite element, cavitation, wear, corrosion, surge, viscous, leak, Electrohydrodynamics, Magnetohydrodynamic, pytorch, Deep Learning, DQN
Abstract
This dataset webpage contains datasets and models, in support of my research claim and presentation -
B Model of Fault And Short-Circuit Analysis of Centrifugal Pump
presented in my last Speaker Presentation in Conference - 2025*.
I have clubbed this paper also in the same manuscript as otherwise it will only remain as pre-print with rejection on vague reasons.
As this webpage was created earlier and not an open-access, I have posted the same data on 'Data: B-Non-Linear Theory' which is an open-access webpage due to two reasons - (i) I keep getting emails to email them data, and I don't want to re-post to other website (unless necessary) (ii) My Presentation in Conference is open-access conference proceeding where I am submitting this research. Thus, all the data can be freely downloaded from 'Data: B-Non-Linear Theory'.
To see Abstract of the Complete Presentation/Talk , pls click above title and refer - Data: B-Non-Linear Theory
Abstract (Related to this dataset) -
Read Me
(1) Zip or any folder neither contain any complete simulation project folder nor any source code of project.
(2) Extra Libraries created, modified , other scripts , not shared, as very elementary for any schol student, graduate,degree, diploma, post gradaute, phd holder.
(3) All work is simple on known, basic and elementary concepts and can be easily copied, remade and understood. But paper may contain some original or new information.
(4) For other details like block/circuit diagram, set up, analysis, interpretation, parameters, mathematical formulae used to obtain these results etc. please refer "Research Paper".
(5) Depending on different Journal requirements, the same data may get uploaded on their database server say Elsevier etc.
(6) In general, if any problem in creating or copying, pls contact your university professor or board or any of the companies engineer. No other question or email will be replied.
Dataset Files
1. CentrifugalPump.csv has all the parameters of centrifugal pump used in simulation.
2. Faults
How use Dataset Files
The data can be studied and used in various ways.
(1) The values given in the dataset or in the Research paper can be used by energy audit companies, manufacturers, R&D engineers,railway, metro, medical, transportation,nuclear,chemical,defence, military,etc.
(2) The dataset and Research paper can be used to design more variants and more safe systems.
(3) The dataset and Research paper can be used for study using less engineering knowledge or with open-source softwares.
(4) There are many data analysis softwares - proprietary and open source softwares.
(5) The dataset can be loaded into proprietary softwares or trial versions of Finite element or other simulation softwares to regenerate same model or other model or to conduct other study.
(6) The collective graph of the complete dataset in each experiment is also given. For finer analysis, the dataset can be used to see details at much shorter interval.
(7) Faults can be copied to submit in fire cause investigation reports.
(8) One particular study or some experiments can be copied for degree thesis, project or phd thesis.
Comments
I am planning to use them educatinal purposes to those who are learnign deep elarning
Thanks, this is a standard dataset, and you wont be able to access unless having IEEE subscription.
I would be writing full paper and will also submit to a journal which has requirement to be uploaded on their server, which is an open acess, so you can access all the short circuit, fault data and paper free as preprint, though publication in my name not guaranteed.
The work is neither representing nor dedicated to country or anyone else except only representing himself in any circumstance for all purposes(w.r.t. this submitted work), and the same is applicable if given any award or invited locally or globally. If someone is not able to understand the criticality, they are advised to take help of English Teachers/Professors/Translators.