The complete process of optimizing PID control algorithm based on WOA-LSTM.

The complete process of optimizing PID control algorithm based on WOA-LSTM.

<p>The complete process of optimizing PID control algorithm based on WOA-LSTM.</p>

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Bibliographic Details
Main Author: Dayu Zhang (710629) (author)
Other Authors: Cong Guan (2133640) (author)
Published: 2025
Subjects:
Biochemistry
Molecular Biology
Neuroscience
Infectious Diseases
Biological Sciences not elsewhere classified
whale optimization algorithm
integrating whale algorithm
global optimization ability
78 &# 176
3 &# 176
23 &# 176
timing analysis ability
combining experimental data
2 &# 176
performance display technology
controller effectively addresses
research results show
5 &# 176
precise temperature control
significant performance improvement
oled temperature control
traditional pid controller
improvement analysis
experimental results
temperature control
research lies
precision control
2 seconds
traditional proportional
traditional pid
proposed controller
pid controller
operating temperature
oled temperature
varying characteristics
thermodynamic model
term memory
strong universality
state error
significantly improve
significant nonlinear
long short
extremely sensitive
emitting diode
also verifies
9 seconds
5 seconds
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Summary:<p>The complete process of optimizing PID control algorithm based on WOA-LSTM.</p>

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