Artificial Intelligence

Due to the lack of publicly available injection-molded product defect datasets and the diversity of defects in terms of shapes, sizes, and textures, we collects defect samples from injection molding factories to ensure the model performs well in real industrial scenarios. To ensure the quality and usability of the data, after analyzing the sample data, data cleaning is performed to remove the irregular images.

Categories:
361 Views

This dataset webpage contains datasets of exisiting and proposed models:

  • 12cell.zip
  • 16cell.zip
  • 36cell.zip
  • Proposed_

Presented in my 3rd last Speaker Presentation in Conference -  2025*.   

 Model of Fault And Short-Circuit Analysis of Lithium Battery Bank

Categories:
548 Views

This dataset webpage contains datasets of existing and proposed models 

  • 4cell.zip
  • 6cell.zip
  • 8cell.zip

Presented in my 3rd Speaker Presentation in Conference -  2025*.

Categories:
305 Views

This dataset webpage contains datasets of exisiting and proposed models:

  • tubular.zip
  • tubular2.zip
  • tubular3.zip

 B Model of Fault And Short-Circuit Analysis of Synchronous Generator 

 presented in my 3rd Probably last Speaker Presentation in Conference -  2025*.  

Categories:
417 Views

This dataset webpage contains datasets of exisiting and proposed models:

  1. centrifugalpump1.zip
  2. centrifugalpump2.zip
  3. centrifugalpump3.zip

   B Model of Fault And Short-Circuit Analysis of Centrifugal Pump

presented in my  last Speaker Presentation in Conference -  2025*.

Categories:
444 Views

The Unified Multimodal Network Intrusion Detection System (UM-NIDS) dataset is a comprehensive, standardized dataset that integrates network flow data, packet payload information, and contextual features, making it highly suitable for machine learning-based intrusion detection models. This dataset addresses key limitations in existing NIDS datasets, such as inconsistent feature sets and the lack of payload or time-window-based contextual features.

Categories:
2564 Views

This dataset webpage contains datasets and models 

  • inductionmotor1.zip
  • inductionmotor2.zip
  • inductionmotor3.zip
  • pmsm1.zip
  • pmsm2.zip
  • pmsm3.zip
  • BLDC1.zip
  • BLDC1.zip

  presented in my 3rd last Speaker Presentation in Conference -  2025*.

Categories:
471 Views

We collected programming problems and their solutions from previous studies. After applying some pre-processing steps, we queried advanced LLMs, such as GPT4, with the collected problems to produce machine-generated codes, while the original solutions were labeled as human-written codes. Finally, the entire collected dataset was divided into training, validation, and test sets, ensuring that there is no overlap among these sets, meaning no solutions in two different sets that solve the same programming problem.

Categories:
41 Views

Results of the Phase 1 - Competition - 11/11/2024

Competition phase of the first cut-off stage is now closed and we have gathered submissions from student, academic and industry teams from 10 countries. Submissions are evaluated and the results of the best performing teams are given below, with individual RMSSE metrics, overall average and final score. We would like to thank everyone for their participation and valuable contributions! The competition will return soon with the new cut-off stage.

Last Updated On: 
Fri, 11/15/2024 - 11:49

Pages