title,doi,url,abstract,journal,publication_year,pmid,arxiv Electronics System Design of Preventive Operation for Industrial Need, https://doi.org/10.32628/IJSRCSEIT, https://ijsrcseit.com/CSEIT1722292, In the power generation industry any failures may lead to blackouts which can have very severe impact on many (or actually most) aspects of our life and can cripple many services which are crucial to our well-being. Therefore minimizing outages and preventing plant equipment failures is becoming a critical issue for power plant operators. While condition monitoring of The most critical machines as turbines compressors like ID fans FD fans PA fans BFP CWP CEP Mill Motors boiler feed pumps and other big machinery seem to be receiving the same level of attention from engineers. Failure of these machines may have catastrophic impact on the power plant operation therefore it was decided to investigate a possibility of developing a system which would trigger a warning in case of suspicious machine behavior. The aim of the research work was to analyze data in order to develop an alarm system which signals a warning in case of abnormal state of operation and consequently can be used to improve the maintenance regime through investigate condition monitoringData analysis System , International Journal of Scientific Research in Computer Science Engineering and Information Technology, 2017, CSEIT1722292