عنوان

FRACTIONAL ORDER MODELING AND CONTROL OF MULTI-INPUT-MULTI-OUTPUT PROCESSES

شماره

TL49x9x167

زبان متن نوشتاري يا گفتاري و مانند آن

انگلیسی

عنوان اصلي

FRACTIONAL ORDER MODELING AND CONTROL OF MULTI-INPUT-MULTI-OUTPUT PROCESSES

نام عام مواد

[Thesis]

نام نخستين پديدآور

Li, Zhuo

نام ساير پديدآوران

Chen, YangQuan

نام ناشر، پخش کننده و غيره

UC Merced

تاریخ نشرو بخش و غیره

2015

کسي که مدرک را اعطا کرده

UC Merced

امتياز متن

2015

متن يادداشت

Fractional calculus is a mathematical tool for augmenting conventional integrals and derivatives. When introduced to control theory, it poses new opportunities and challenges for engineers. In the literature, pioneers have revealed the benefits brought to some general control theory by fractional order (FO) modeling and control techniques. Yet, there has notbeen a systematic study of such techniques for specific industrial processes. Therefore, this dissertation makes the efforts to fulfill the task. This research originates from the equipment control in the semiconductor manufacturing industry, and most problems under discussion are very practical. Newly developed methodologies for solving these problems are exhibited: for example, the relay feedback identification of FO models, auto-decoupling of FO multi-input-multi-output (MIMO) processes, relative gain array of FO MIMO processes, feedback linearization of nonlinear FO systems, and the FO sliding-mode based extreme seeking control for impedance matching, etc. In addition, comprehensive literature surveys on relevant topics are provided; and an extensive review and evaluation of existing numerical tools for fractional calculus and FO controls are conducted. Novel concepts, such as the pseudo frequency response, are promoted; and potential future research opportunities are identified. Through these efforts, fractional order modeling and control are expected to receive wider adoption so that this powerful tool can be used more broadly for the development of modern industry.Fractional calculus is like a mutated gene fragment which generates varieties of research spices when it is grafted to any research breed. Beside the research in the scope of pure FO modeling and control, a cadenza chapter is provided in the end of this dissertation, in which some interesting thinking, experimental results and hypothesis on miscellaneous research topics are presented. These discussions involve topics related to either fractional calculus or controls, such as Arduino based control demo gadgets for education, EtherCAT timing jitter characterization, Levy distribution based random search, fractal analysis of the financial market, a Hurst exponent based technical indicator, etc.

مستند نام اشخاص تاييد نشده

Li, Zhuo

مستند نام اشخاص تاييد نشده

Chen, YangQuan

مستند نام تنالگان تاييد نشده

UC Merced

نام الکترونيکي

فرمت انتشار

p

نوع ماده

[Thesis]

کد کاربرگه

276903

سطح دسترسي

a

تكميل شده

Y