Standards Research Data

CTCS-2 level train control engineering data is primarily categorized into trackside infrastructure data and line parameters, including line velocity table, line gradient table, line broken chain detail table, balise position table, main line signal data table and so on. The dataset image above is an example of a balise position table.

Categories:
15 Views

Obtaining real PQD event signals directly from the electrical grid poses significant challenges for classification studies. To address this limitation, synthetic data generation becomes imperative. In this study, all generated PQD signals adhere strictly to the specifications outlined in IEEE 1159, ensuring the research's validity and applicability by closely emulating real-world PQD occurrences within the electrical grid.

Categories:
29 Views

This is the raw data for the article "Algorithm for Gait Parameters Estimation Based on Heel-Mounted Inertial Sensors", which includes walking data recorded by IMUs and data recorded by an optical motion capture (OMC) system, where the experimental data consisted of two parts:

Validity Experiment Data includes gait data (both IMU and OMC) of 30 participants who were instructed to walk in a straight line within the motion capture area and return upon reaching the end to ensure a sufficient step count.

Categories:
20 Views

This study presents a novel rapid bacterial detection method employing an organic complementary metal–oxide–semiconductor (O-CMOS) inverter fabricated with pentacene and PTCDI-C13. Various bacteria, including Escherichia coli (E. coli) O157, Staphylococcus aureus (S. aureus) ATCC25922, and Enterococcus faecalis (E. faecalis) SH-1051210, were tested on the inverters operating at an ultra-low voltage of 2 V.

Categories:
29 Views

An experimental study was conducted on a high-voltage glass-type disc (LD-160) to investigate the effect of string arrangements on pollution and icing flashover characteristics. Two Artificial Neural Network (ANN) applications were developed to simulate and calculate the flashover voltage based on the experimental results. The test results showed that the inverted T-type arrangement can improve the pollution flashover voltage and increase the icing flashover voltage of insulator strings compared to the traditional arrangement of the I-string.

Categories:
25 Views

We present a point cloud dataset, named Point Cloud Quality Dataset-Augmented Reality (PCQD-AR). It includs ten reference point clouds and their 90 distorted versions, which were encoded by the reference software of Video-based Point Cloud Compression (V-PCC) under different pairs of geometry and texture quantization parameters. We conduct a subjective test of point clouds in the augmented reality environment.

Categories:
292 Views

This represents a comprehensive collection of data from a Automative manufacturing unit. This unit could be involved in a range of production activities, from assembly line manufacturing to more complex, multi-stage processes. The dataset is designed to capture various operational parameters that are crucial for analyzing and optimizing manufacturing processes.

Categories:
98 Views

Clinical/Lab Data Quantitative Continuous age (years), height (cm), weight (kg), bmi (kg/m2) - Body Mass Index, hemoglobin

(g/dL) - Hemoglobin concentration, hba1c (%) - Glycated Hemoglobin, ast (U/L) -

Aspartate Aminotransferase, alt (U/L) - Alanine Aminotransferase, creatinine (mg/dL),

nt proBnp (pg/mL) - N-terminal pro b-type Natriuretic Peptide

Categorical Nominal gender (Male/Female), smoking status (Smoker/Non-smoker), htn (Yes/No) - Hypertension,

dm (Yes/No) - Diabetes Mellitus, ckd (Yes/No) - Chronic Kidney Disease

Categories:
96 Views

The Army Cyber Institute (ACI) Internet of Things (IoT) Network Traffic Dataset 2023 (ACI-IoT-2023) is a novel dataset tailored for machine learning (ML) applications in the realm of IoT network security. This effort focuses on delivering a distinctive and realistic dataset designed to train and evaluate ML models for IoT network environments. By addressing a gap in existing resources, this dataset aims to propel advancements in ML-based solutions, ultimately fortifying the security of IoT operations.

Categories:
1018 Views

The provided dataset appears to contain weather-related information for New Delhi Safdarjung, India, spanning from January 1, 2023, to July 21, 2023. The dataset includes the following columns: Station ID, Station Name, Date, Precipitation (PRCP), Average Temperature (TAVG), Maximum Temperature (TMThe dataset includes daily observations with information on precipitation and temperature. It seems that some values are missing (NULL values), and there are variations in the units used for precipitation AX), and Minimum Temperature (TMIN).

Categories:
293 Views

Pages