Renewable Energy Source Integration With Intelligent Neuro‐Fuzzy Control for Microgrid System
A Landsman converter with high amplification is employed to optimize voltage generated by solar panels due to their relatively low output. An unstable and often fluctuating converter output is stabilized by the ANFIS controller. The error signal is acquired through reference voltage comparison analysis V DC ref ${{V}}_{{{DC}}_{{ref}}}$ to the actual DC
Chaladi S. Ganga Bhavani+3 more
wiley +1 more source
Trapezoidal Fuzzy Logic Model for Learning Assessment [PDF]
The current article discusses some applications of fuzzy logic to assessment of learning. We consider here a new trapezoidal fuzzy model for learning assessment.
arxiv
ML@ChemE: Past, Present, and Future of Machine Learning in Chemical Engineering
Although the initial machine learning (ML) applications were mainly on fault detection, signal processing, and process modeling, they extended to new areas like property estimation and material screening in later years; energy technologies, environmental issues, health, and new materials will likely be more important in future with the use of larger ...
Pınar Özdemir, Ramazan Yıldırım
wiley +1 more source
Application of fuzzy controllers in the autopilot of an unmanned aerial vehicle
The article is devoted to the study of the features of the application of regulators built on the use of theoretical provisions of fuzzy logic, when creating autopilots of unmanned aerial vehicles (UAVs).
Penghao Gu, A. A. Lobaty
doaj +1 more source
Studying of The Dynamic Behaviour and Control of Continuous Distillation Column
The present work deals with studying the dynamic behaviour of continuous distillation tray column and implementing different type of control strategies for the separation of binary mixture composed of ethanol and water. Mathematical model of distillation
Duraid F. Ahmad, Mohammad H. Khalaf
doaj +1 more source
Categorical Accommodation of Graded Fuzzy Topological System, Graded Frame and Fuzzy Topological Space with Graded inclusion [PDF]
A detailed study of graded frame, graded fuzzy topological system and fuzzy topological space with graded inclusion is already done in our earlier paper. The notions of graded fuzzy topological system and fuzzy topological space with graded inclusion were obtained via fuzzy geometric logic with graded con- sequence. As an off shoot the notion of graded
arxiv
Fuzzy Set-Based Approximate Reasoning and Mathematical Fuzzy Logic
Zadeh proposed and developed the theory of approximate reasoning in a long series of papers in the 1970’s (see e.g. [28–32, 34, 35]), at the same time when he introduced possibility theory [33] as a new approach to uncertainty modeling. His original approach is based on a fuzzy set-based representation of the contents of factual statements (expressing ...
Esteva, Francesc, Godo, Lluis
openaire +4 more sources
Review of artificial intelligence applications in geothermal energy extraction from hot dry rock
This paper systematically summarized the applications of artificial intelligence (AI) in hot dry rock (HDR) geothermal exploitation and discussed the limitations and opportunities. A novel intelligent HDR exploitation system was proposed to promote the development of HDR toward more efficiency, economy, and intelligence.
Kun Ji+5 more
wiley +1 more source
Induction motor modelling using fuzzy logic [PDF]
Fuzzy logic has been widely used in many engineering applications since this can overcome the limitations of conventional method of data analysis, modelling and system identification, and control system.
Hashim, Mohd Nasri
core +1 more source
Enhancing Energy Storage Efficiency: Advances in Battery Management Systems in Electric Vehicles
The rapid adoption of electric vehicles (EVs) underscores the urgent need for advanced battery management systems (BMS) to ensure safety, efficiency, and reliability. This article delves into the core functionalities of BMS, including state estimation, thermal management, and cell balancing, which are pivotal for optimizing battery performance ...
Hamid Naseem+3 more
wiley +1 more source