Simulation curves depicting both the original system behavior and the impact of local fuzzy PID control on the overall system.

Simulation curves depicting both the original system behavior and the impact of local fuzzy PID control on the overall system.

<p>Simulation curves depicting both the original system behavior and the impact of local fuzzy PID control on the overall system.</p>

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Bibliographic Details
Main Author:	Wanjun Zhang (496858) (author)
Other Authors:	Jingsheng Tong (21410379) (author), Feng Zhang (6548) (author), Wanliang Zhang (13936353) (author), Jingxuan Zhang (4229800) (author), Jingyi Zhang (741111) (author), Jingyan Zhang (427983) (author), Honghong Sun (6013136) (author), Derek O. Northwood (21410382) (author), Kristian E. Waters (1713193) (author), Hao Ma (114667) (author)
Published:	2025
Subjects:	Microbiology Biotechnology Developmental Biology Infectious Diseases Space Science Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Information Systems not elsewhere classified yield improvement compared varying soil permeability time correction rules time adjustment capability tackle challenges posed simulations using matlab prolonged settling time physical pc platform g ., time designed rule bases complex operating conditions robust control solution enhanced synergistic control fuzzy pid methods precise mathematical modeling 9 %), outperforming 86 %- 21 integrated control system traditional pid control nonlinear parameters resistant fertilizer integrated systems traditional pid control group integrated irrigation system achieved static parameters 7 %), nonlinear interactions nonlinear dynamics xlink "> uncertain variables theoretical innovation study provides study proposes state performance results demonstrate resolving issues rate error practical value practical applications poor adaptability ph regulation ph ). parameter limitations mathematical model lagging regulation insufficient real fertilizer enabled error accumulation environmental disturbances
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