Datasets
Standard Dataset
NOx concentration
- Citation Author(s):
-
JiaZhang
- Submitted by:
- Jia Zhang
- Last updated:
- Mon, 10/14/2024 - 22:13
- DOI:
- 10.21227/4j9w-fq59
- License:
4 Views- Categories:
- Keywords:
Abstract
This dataset is NOx concentration data used for training and testing support vector regression algorithms. There are two groups in total, one for offline algorithm and the other for online algorithm. This data comes from the measured data of a certain ultra supercritical coal-fired boiler under variable operating conditions. The offline model data sampling interval is 5 minutes, and the online model data sampling interval is 5 minutes.
The format of the data set is Excel, which is used in the machine learning algorithm of MATLAB programming in paper. There are two data sets, DATA1 for offline model and DATA2 for online model. When used, each data set is divided into two groups according to a certain proportion, which is used as a training set and a test set. The data sets are arranged in sequence according to the sampling time order and can be scrambled or sequentially arranged according to requirements when used.
