Interval type-2 fuzzy logic systems
Variable Impedance Control for Rehabilitation Robot using Interval Type-2 Fuzzy Logic
... Impedance control is an effective method in controlling the rehabilitation robots. The therapeutic exercises are performed well with satisfactory performances. The previous impedance control approaches were developed ...
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Learning of interval and general type 2 fuzzy logic systems using simulated annealing: theory and practice
... of type-1 fuzzy logic inappropriate in many cases especially with problems related to inefficiency of performance in fuzzy logic control ...of type-1 fuzzy sets have been ...
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Application of Interval Type-2 Fuzzy Logic System in Short Term Load Forecasting on Special Days
... of Interval Type-2 fuzzy logic systems (Interval Type-2 FLS) in short term load forecasting (STLF) on special days, study case in Bali ...Indonesia. ...
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An Optimized Interval Type 2 Fuzzy Logic Control Scheme based on Optimal Defuzzification
... Liang and Mendel [5] introduced the theory and design procedures of Interval Type-2 Fuzzy Logic Systems (IT2 FLS). The IT2 FLS has always been considered to be a special case of ...
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Interval type 2 intuitionistic fuzzy logic systems a comparative evaluation
... classical type-1 FSs, the MFs and NMFs of IFSs may not handle the plethora of uncertainty that fraught many ...- interval type-2 FS (IT2FS) - have values in the third dimension equal to 1 and ...
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Extended Kalman filter based learning of interval type 2 intuitionistic fuzzy logic system
... Abstract—Fuzzy logic systems have been extensively applied for solving many real world application problems because they are found to be universal approximators and many methods, particularly, ...
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Interval type 2 intuitionistic fuzzy logic system for non linear system prediction
... new interval type-2 intuitionistic fuzzy logic system (IT2IFLS) of Takagi-Sugeno-Kang (TSK) fuzzy ...a type-1 fuzzy logic approach and some interval ...
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An Interval Type-2 Fuzzy Logic Approach for Instrument Fault Detection and Diagnosis
... In a GPU each SGC trip implies in at least two hours of shutdown until the SGC system can be restarted, which represents a cost of thousands of dollars for the company. This work shows the potentiality, simplicity and ...
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Genetically Tuned Interval Type-2 Fuzzy Logic for Fault Diagnosis of Induction Motor
... on Fuzzy Logic Approach for the Diagnosis of Rotor Faults in Squirrel Cage Induction ...the fuzzy identification of systems and its application to modeling and control of engineering ...for ...
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Improving security requirements adequacy: an interval type 2 fuzzy logic security assessment system
... operating systems) precludes the possibility that an expert would have complete knowledge about all threats and ...(1) interval type-2 fuzzy sets that capture intra- and inter-expert ...
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Enhancement of Non-Holonomic Leader-Follower Formation Using Interval Type-2 Fuzzy Logic Controller
... using Interval Type-2- Fuzzy Logic controller ...environmental systems such as open spaces, complexes, circles and ovals with several ...with Type-1 Fuzzy ...
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Type-2 fuzzy logic control in computer games
... the Interval Type-2 (IT2) Fuzzy Logic Controllers (FLCs) into the research area of computer ...control systems composed of three main subsystems: reference generator, the main ...
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The Derivation of Interval Type-2 Fuzzy Sets and Systems on Continuous Domain: Theory and Applications to Heart Diseases
... of fuzzy logic sys- tems—interval type-2 fuzzy logic system (IT2 FLS), where the antecedent or/and consequent membership functions (MFs) are interval ...
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Performance measurement under increasing environmental uncertainty in the context of interval type 2 fuzzy logic based robotic sailing
... Fuzzy logic based controllers tend to be more commonly applied to uncertain environments than other controller types such as ...design type-2 fuzzy logic sys- tems, including Wu ...
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Power System Transient Stability Analysis Based on Evolutionary Interval Type-2 Fuzzy Logic Controller and GA System
... The first demand of electrical system reliability is to keep the synchronous generators working in parallel and with adequate capacity to satisfy the load demand. If at any time, a generator looses synchronism with the ...
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A support vector based interval type 2 fuzzy system
... Type-2 fuzzy systems, in certain applications, have often outperformed type-1 fuzzy ...general type-2 fuzzy sets means that many applications use ...
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Power System Transient Stability Analysis Based On Interval Type-2 Fuzzy Logic Controller And Genetic Algorithms
... based systems to learn the type-2 FLC ...the type-2 ...the interval type-2 FLC rule base as it will remain the same as the interval type-1 FLC rule ...
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Hybrid learning for interval type 2 intuitionistic fuzzy logic systems as applied to identification and prediction problems
... traditional fuzzy logic systems [44], [45] and intuitionistic fuzzy systems of type-1 [46], ...the fuzzy system parameters, using the standard EKF can be more complicated ...
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Detection and classification of multiple power signal patterns with Volterra series and interval type-2 fuzzy logic system
... power systems, power quality (PQ) is- sues have attained considerable attention in the last few decades due to increased demand of power electronics and/or microprocessor based non-linear controlled ...
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Interval Type-2 TSK+ Fuzzy Inference System
... inference systems are mechanisms that use fuzzy logic and fuzzy set theory to map inputs and outputs, which has been successfully applied in many application areas, such as decision making, ...
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