Open AccessPreliminarily Realize the Remote Diagnosis of the Running State of the Power Station Unit with Principal Component Analysis Based on Java Program
Author(s) -
Hui Zhang,
Xiaochuan Niu
Publication year - 2020
Publication title -
iop conference series. earth and environmental science
Language(s) - English
Resource type - Journals
eISSN - 1755-1307
pISSN - 1755-1315
DOI - 10.1088/1755-1315/512/1/012126
Subject(s) - software portability , executable , java , computer science , power station , state (computer science) , interface (matter) , operating system , principal (computer security) , embedded system , principal component analysis , unit (ring theory) , power (physics) , real time computing , database , programming language , engineering , electrical engineering , artificial intelligence , mathematics education , mathematics , bubble , maximum bubble pressure method , physics , quantum mechanics
For realizing the remote diagnosis of the running state of the power station unit preliminarily, the article accomplishes relevant calculation module for implementing the PCA program, and sets up the data interface of power plant data and PCA module by using the Java program, which completes the calculation and analysis of power plant data in a timely and efficient manner, removes the complexity of manual processing in large dimension data filed and realizes the real-time processing of operation parameters of power plant. Furthermore, the portability of program modules is enhanced and the work efficiency is greatly improved by making the program module executable, which provides a certain reference basis for the monitoring of operation of power plant unit.