Energy saving diagnosis model of petrochemical plant based on intelligent curvelet support vector machine
نویسندگان
چکیده
The energy and resources saving has become a major task of petrochemical enterprises, it is necessary to construct the diagnostic system for understanding real-time operation information plant provide theoretical basis taking measures. diagnosis process based on twin Curvelet support vector machine optimized by hybrid glowworm swarm algorithm designed. kernel function constructed transform establish theory model machine. In order improve prediction precision machine, optimization simulated annealing simulation optimize parameters Finally, used as research object carry out analysis, results showed that proposed can effectively effectiveness effect plant.
منابع مشابه
introduction of an intelligent model for diagnosis of apraxia of speech based on support vector machine
0
متن کاملStudy on Intelligent Condition Diagnosis Based on Vibration Information and Support Vector Machine for Plant Machinery
متن کامل
Acoustic detection of apple mealiness based on support vector machine
Mealiness degrades the quality of apples and plays an important role in fruit market. Therefore, the use of reliable and rapid sensing techniques for nondestructive measurement and sorting of fruits is necessary. In this study, the potential of acoustic signals of rolling apples on an inclined plate as a new technique for nondestructive detection of Red Delicious apple mealiness was investigate...
متن کاملUsing Wavelet Support Vector Machine for Fault Diagnosis of Gearboxes
Identifying fault categories, especially for compound faults, is a challenging task in mechanical fault diagnosis. For this task, this paper proposes a novel intelligent method based on wavelet packet transform (WPT) and multiple classifier fusion. An unexpected damage on the gearbox may break the whole transmission line down. It is therefore crucial for engineers and researchers to monitor the...
متن کاملCurvelet based Image Compression using Support Vector Machine and Core Vector Machine – A Review
Images are very important documents nowadays. To work with them in some applications they need to be compressed, more or less depending on the purpose of the application. To reduce transmission cost and storage requirements, competent image compression schemes without humiliation of image quality are required. Several image coding techniques were developed so far for both lossless and lossy ima...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Soft Computing
سال: 2021
ISSN: ['1433-7479', '1432-7643']
DOI: https://doi.org/10.1007/s00500-021-06151-z