Special Issue "Control Structures Based on Fuzzy Logic"
A special issue of Computers (ISSN 2073-431X).
Deadline for manuscript submissions: closed (1 March 2020) | Viewed by 166
Interests: control systems; applications of sensor networks; fuzzy control; applications of neural networks; control of electric drives; power ultrasound applications
Special Issues, Collections and Topics in MDPI journals
This Special Issue in the open-access journal Computers (ISSN 2073-431X) wants to promote new research results in the field of advanced control structures based on fuzzy logic. Fuzzy logic is an important concept in the theory of intelligent control systems. Based on this, new methods in the control domain and decision-making have been developed. The first applications in the field of regulation began in 1975. Since 1985, especially in Japan, a real explosion of practical applications has occurred using fuzzy logic. In the literature, numerous research results have been reported for the use of fuzzy logic principles in the control of industrial processes. Fuzzy logic offers a different way of dealing with control problems, compared to classical methods based on linear PID controllers. In the case of fuzzy regulation, conventional algorithms are replaced by a series of linguistic rules of the if (condition) then (conclusion). This gives a heuristic algorithm, and can take into account the operator's experience in controlling the process. The Issue aims to include new research results in scientific fields such as fuzzy controllers for linear and non-linear systems, advanced fuzzy logic control structures, fuzzy algorithms for search, classification, approximation and learning, technology, implementation, and practical applications. The authors are invited to publish working examples and case studies resulting from their research in the field, presenting precise methods of designing fuzzy logic-based regulation systems; precise methods of stability analysis; the possibility of using fuzzy logic for conducting complex, non-linear, and time-varying processes using process linguistic knowledge, deduced from expert knowledge on control issues; and the possibility of performing exceptional treatments, with changing control strategies as a result of a change in the process, to demonstrate the confidence in these structures and that they can undoubtedly provide a better quality of control. Readers are eager to receive new solutions and answers to questions related to emerging theoretical fuzzy logic control structure applications and their implementation.
Fuzzy mathematics to develop fuzzy controllers;
Fuzzy PID controllers;
Fuzzy controllers for non-linear MIMO systems;
Model predictive fuzzy control;
Adaptive fuzzy logic control;
Self-tuning fuzzy logic control;
Optimization-based fuzzy control;
Fuzzy algorithms for search, classification, approximation, and learning;
Bi-fuzzy and fuzzy random in optimization systems;
Type 2 fuzzy controllers;
Fuzzy expert systems;
Dynamic neuro-fuzzy structures;
Genetic fuzzy logic structures;
Technologies and applications;
Implementation of fuzzy control structures in fuzzy control languages and practical software as Simulink or LabView;
Industrial application of fuzzy control.
Manuscript Submission Information
Manuscripts should be submitted online at www.mdpi.com by registering and logging in to this website. Once you are registered, click here to go to the submission form. Manuscripts can be submitted until the deadline. All submissions that pass pre-check are peer-reviewed. Accepted papers will be published continuously in the journal (as soon as accepted) and will be listed together on the special issue website. Research articles, review articles as well as short communications are invited. For planned papers, a title and short abstract (about 100 words) can be sent to the Editorial Office for announcement on this website.
Submitted manuscripts should not have been published previously, nor be under consideration for publication elsewhere (except conference proceedings papers). All manuscripts are thoroughly refereed through a single-blind peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. Computers is an international peer-reviewed open access monthly journal published by MDPI.
Please visit the Instructions for Authors page before submitting a manuscript. The Article Processing Charge (APC) for publication in this open access journal is 1400 CHF (Swiss Francs). Submitted papers should be well formatted and use good English. Authors may use MDPI's English editing service prior to publication or during author revisions.