EDA architecture for CPM Dataset.

EDA architecture for CPM Dataset.

<div><p>In modern centrifugal pump machines (CPM), a data acquisition system encompassing software- hardware interfacing is essential for parameter recording. The quality of recorded data plays a crucial role and directly influences the data transformation phase in machine learning (ML)...

وصف كامل

محفوظ في:
التفاصيل البيبلوغرافية
المؤلف الرئيسي: Gaurav Sandeep Dave (21519884) (author)
مؤلفون آخرون: Amar Pradeep Pandhare (21519887) (author), Atul Prabhakar Kulkarni (21519890) (author), Dhananjay Vasant Khankal (21519893) (author)
منشور في: 2025
الموضوعات:
Science Policy
Biological Sciences not elsewhere classified
Mathematical Sciences not elsewhere classified
Chemical Sciences not elsewhere classified
Information Systems not elsewhere classified
sensor fusion technology
model performance relies
hypothesis testing validates
derive actionable insights
critical performance metrics
applying appropriate methodologies
operational efficiency based
transform raw data
innovative data techniques
data &# 8217
facilitating predictive maintenance
centrifugal pump optimization
artificial intelligence models
recorded data plays
deep learning algorithms
data transformation phase
data recorded
deep learning
cpm based
validated data
data science
data cleaning
cpm data
machine learning
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valuable resource
subsequent modeling
parameter recording
paper emphasizes
minimizing downtime
informed decision
hardware interfacing
feature engineering
fe ),
f1 score
ensuring reliability
directly influences
depth analysis
crucial role
cpm ),
ai models
180 seconds
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