Speed control of marine diesel engine self-tuning based on fuzzy PID control and genetic algorithm PID

Tamunopekeresam Otta 93 PAGES (15106 WORDS) Project
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The mathematical model of diesel engine and its speed regulation system are presented and computer simulation is conducted in Matlab software. Simulation results verify that the proposed method improves the control accuracy of speed of diesel engine. A fuzzy PID hybrid controller and a Genetic Algorithm PID of parameter self-adjusting is put forward in this paper.

Chapter I: Case Study 3

Statement of Problem..............................................................................................................3

Objectives of study..................................................................................................................5


Chapter II: Literature Review 6Basic control Theory.............................................................................................................18

Historical view......................................................................................................................20

Classical Control Theory 21

Marine Diesel Engine 22


Chapter III: Materials and Methods 32

Mathematical model of a 2nd Order Engine ...........................................................................34

3RD Order Engine Marine Diesel Engine Design...................................................................38

Introduction to PID controller...............................................................................................43

Reasoning behind the Fuzzy logic ........................................................................................52

Genetic Algorithm ................................................................................................................56


Chapter IV: Result and Discussion 70Result Analysis......................................................................................................................85


Chapter V: Conclusion..........................................................................................................89

References 92


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APA

Tamunopekeresam, O (2019). Speed control of marine diesel engine self-tuning based on fuzzy PID control and genetic algorithm PID. Afribary.com: Retrieved September 18, 2019, from https://afribary.com/works/speed-control-of-marine-diesel-engine-self-tuning-based-on-fuzzy-pid-control-and-genetic-algorithm-pid

MLA 8th

Otta, Tamunopekeresam. "Speed control of marine diesel engine self-tuning based on fuzzy PID control and genetic algorithm PID" Afribary.com. Afribary.com, 27 Aug. 2019, https://afribary.com/works/speed-control-of-marine-diesel-engine-self-tuning-based-on-fuzzy-pid-control-and-genetic-algorithm-pid . Accessed 18 Sep. 2019.

MLA7

Otta, Tamunopekeresam. "Speed control of marine diesel engine self-tuning based on fuzzy PID control and genetic algorithm PID". Afribary.com, Afribary.com, 27 Aug. 2019. Web. 18 Sep. 2019. < https://afribary.com/works/speed-control-of-marine-diesel-engine-self-tuning-based-on-fuzzy-pid-control-and-genetic-algorithm-pid >.

Chicago

Otta, Tamunopekeresam. "Speed control of marine diesel engine self-tuning based on fuzzy PID control and genetic algorithm PID" Afribary.com (2019). Accessed September 18, 2019. https://afribary.com/works/speed-control-of-marine-diesel-engine-self-tuning-based-on-fuzzy-pid-control-and-genetic-algorithm-pid