Search
Now showing items 1-7 of 7
Using Conditional Generative Adversarial Networks in Computational Mechanics -- Code
(2022 , Dataset)
We use cGANs to solve computational mechanics. We model a structure using FEA and generate simulations results (deflection and stress). We then transform the FEA results into images where the colour channels correspond to ...
HVAC system attack detection dataset
(
Elsevier Inc.
, 2021 , Dataset)
The importance of the security of building management systems (BMSs) has increased given the advances in the technologies used. Since the Heating, Ventilation, and Air Conditioning (HVAC) system in buildings accounts for ...
Fatigue-Life-Prediction-by-Means-of-Nonconstant-Variance-Probabilistic-Neural-Network
(2022 , Dataset)
The modelling of fatigue using machine learning (ML) has been gaining traction in the engineering community. Among ML techniques, the use of probabilistic neural networks (PNNs) has recently emerged as a candidate for ...
Dataset for measured viscosity of Polyalpha-Olefin- boron nitride nanofluids
(
Elsevier
, 2021 , Dataset)
Datasets of measured viscosity of Polyalpha-Olefin- boron nitride (PAO/hBN) nanofluids are reported. An AR-G2 rheometer (from TA Instruments) experimental setup is used for measuring the rheological property of PAO/hBN ...
Dataset of usage pattern and energy analysis of an Internet of Things-enabled ceiling fan
(
Elsevier
, 2023 , Dataset)
Many electrical appliances have progressed from sheer prototypes to viable products by being automated with the help of sensors and Internet of Things (IoT). In this data driven century, there aren't many data-centric ...
Probabilistic Machine Learning for Fatigue Data
(2021 , Dataset)
Probabilistic neural networks (PNNs) are used to model the fatigue of metals and to model the vibration/stress relationship in process pipework. The data used in training the network and the network architecture are provided ...
Dataset for influence of visual and haptic feedback on the detection of threshold forces in a surgical grasping task
(
Elsevier
, 2022 , Dataset)
The data is related to minimal force thresholds perception in robotic surgical grasping applications. The experimental setup included an indenter-based haptic device acting on the fingertip of a participant and a visual ...