design of washing machine using fuzzy logic

... Ziems, A 2004and crispness of extruded rice crisps J of Texture Studies, 35:621–633 Jaya, S., and Das, H 2003 Sensory evaluation of mango drinks using fuzzy logic Journal of Sensory Studies, 18:163–176 ... panel members using standard fuzzy logic sensory technique and Matlab software (Shinde et al., 2014.) Twenty-two judges from the faculty and research scholars of the Department of Agricultural ... used for estimation of similarity values used for ranking of samples (Shinde et al., 2016) Fuzzy modeling of sensory data The major steps involved in the fuzzy modeling of sensory evaluation

Ngày tải lên: 28/09/2020, 16:56

... condition The set of the fuzzy logical controller is described as P(k) and h (k), while the output variable is obtained by: The member function of input variables of fuzzy logical controller ... proposed of the fuzzy logic controller is shown in figure 6 Figure 5 A block diagram of pitch angle control of wind turbine using FLC The fuzzification module converts the crisp values of the ... using fuzzy sets The rule base is essentially the control strategy of Trang 8the system It contains a collection of fuzzy conditional statements expressed as a set of IF-THEN Figure 6 Model of

Ngày tải lên: 14/01/2021, 11:05

... after that. Design of a Control System: The arrangement or the plan of the system structure and the selection of suitable components and parameters Trang 30Design Specifications: A set of prescribed ... system’s equations of motion are rewritten as a system of first-order differential equations, each of these differential equations consists of thetime derivative of the one of the state variables ... condition, of the performance of a system whose mathematical model is known Analysis is investigation of the properties and performance of an existing control system By synthesis we mean using an

Ngày tải lên: 01/01/2014, 18:43

... same-indexed pair of machine current IMFs at 20Hz. 98 Table 6.2: Similarity measures of same-indexed pair of machine current IMFs at 30Hz. 98 Table 6.3: Similarity measures of same-indexed pair of machine ... MACHINE SIGNATURES AT MACHINE SPEED OF 20HZ Figure A 1: EMD of HTY20 signature. 124 Figure A 2: EMD of BRG20 signature. 125 Figure A 3: EMD of BRB20 signature. 126 Figure A 4: EMD of ... (residue) of the machine signatures at 30Hz. ................ 103 Figure 6.10: IMF10 and IMF11 (residue) of the machine signatures at 40Hz. .............. 103 Figure 6.11: IMF5-9 of the HTY machine

Ngày tải lên: 03/10/2015, 21:57

... classification of vibration signatures result summary 88 Table 6.1: Similarity measures of same-indexed pair of machine current IMFs at 20Hz 98 Table 6.2: Similarity measures of same-indexed pair of machine ... (residue) of the machine signatures at 40Hz 103 Figure 6.11: IMF5-9 of the HTY machine signatures at 20Hz 104 Figure 6.12: IMF5-9 of the BRG machine signatures at 20Hz 105 Figure 6.13: IMF5-9 of ... supervisors, Prof Xu Jianxin and A/Prof Sanjib Kumar Panda for their encouragement and advices Their profound knowledge and experiences in the field of machine learning techniques and machine system

Ngày tải lên: 04/10/2015, 07:58

... fuzzy logic: To overcome the shortcomings of the traditional logic, Lotfi Zadeh has proposed one new theory of logic called fuzzy logic Zadeh's theory represented the fuzzy or inaccuracy of logical ... called "brittle" set The correctness of the logical expression are based on a set of rules gotten from experts or mathematical proof Fuzzy logic is often used in decision support Trang 2systems ... used to approximate the function Quality assessment of fuzzy expression depends on the quality of the laws 2.2 Fuzzy Logic Controller A fuzzy logic controller has some basic components: Conversing

Ngày tải lên: 10/02/2020, 01:05

... the fuzzy method There are hidden degrees of intensity ("very") of thetrait in question ("strong") Trang 17A fuzzy logic system consists of three components: fuzzification, fuzzy ... flow of Fuzzy Q-learning-based charging algorithm 14 4.2 Illustration of the Q-table 14 4.3 Fuzzy input membership functions 18 4.4 Fuzzy output membership function 19 5.1 Impact of ... q-learning,and fuzzy logic • Chapter 4 presents the proposed algorithms, which are comprised of the fuzzylogic Q-learning approach • Chapter 5 evaluates and compares the performance of the proposed

Ngày tải lên: 10/10/2022, 07:42

... performances of new graduate nurses using percentage of efficiency Basri [4] conducted a study to compare the performance of engineering graduates of year 2006 and 2010 using percentage of employers’ ... example of fuzzy sets for level of satisfaction Fig 1 Fuzzy set represents level of satisfaction The variable of linguistic for domain element is “Satisfaction” The crisp weight is a rating of attribute’s ... Degree of Similarity The membership value degree calculated above, represents the fuzzy set of response given by respondents is then compared to fuzzy set [10] This can be conducted using fuzzy

Ngày tải lên: 02/11/2022, 09:30

... the fuzzy method There are hidden degrees of intensity ("very") of thetrait in question ("strong") Trang 17A fuzzy logic system consists of three components: fuzzification, fuzzy ... flow of Fuzzy Q-learning-based charging algorithm 14 4.2 Illustration of the Q-table 14 4.3 Fuzzy input membership functions 18 4.4 Fuzzy output membership function 19 5.1 Impact of ... q-learning,and fuzzy logic • Chapter 4 presents the proposed algorithms, which are comprised of the fuzzylogic Q-learning approach • Chapter 5 evaluates and compares the performance of the proposed

Ngày tải lên: 03/06/2023, 08:24

... the fuzzy method There are hidden degrees of intensity("very") of the trait in question ("strong") Trang 17A fuzzy logic system consists of three components: fuzzification, fuzzy ... of Fuzzy Q-learning-based charging algorithm 14 4.2 Illustration of the Q-table 14 4.3 Fuzzy input membership functions 18 4.4 Fuzzy output membership function 19 5.1 Impact of ... learning, and fuzzy logic q-• Chapter 4 presents the proposed algorithms, which are comprised of the fuzzy logic Q-learning approach • Chapter 5 evaluates and compares the performance of the proposed

Ngày tải lên: 04/06/2023, 11:32

... Trang 1MÔ HÌNH PHỐI HỢP SỬ DỤNG SUY LUẬN LOGIC MỜ ĐỂ DỰ BÁO TỐC ĐỘ GIÓ DÙNG CHO VẬN HÀNH CÁC NHÀ MÁY ĐIỆN GIÓ A HYBRID MODEL USING FUZZY LOGIC REASONING TO PREDICT WIND SPEED FOR WIND ... lượng tái tạo, dự báo ngắn hạn Abstract: In this paper, a hybrid model using a combination of linear block and a nonlinear, fuzzy rules will be proposed for the wind speed prediction model Wind ... experimentally for one year of measurement data for wind speed at heights of 100m and 80m, with 30-minute forecasting problems, the 2-day forecasting problems achieves the average error of the solution less

Ngày tải lên: 27/02/2024, 23:07

... effectively solved by fuzzy Fuzzy logic is the extension of Boolean logic, which things are defined as 1 or 0; yes or no; true or false In fuzzy logic, the things are more flexible that some of the element ... literature study of potential improvement, the model of multi objective optimization for time cost quality trade off then developed in MATLAB software The purpose of this model is to find a set of optimal ... problem, the scope of the study are defined as follows: a Time cost quality trade off being analyzed is in repetitive project b The scheduling arrangement is based on soft logic c Fuzzy logic is used

Ngày tải lên: 02/08/2024, 17:26

... out of energy Correspondingly, the lifetime of WS of operation until a sensor di The limited battery capacity of the sensor is always a "bottleneck" that greatly af- fects the life of ... non-numerical information influences fuzzy logic The term "fuzzy" was also used to describe ambiguity and unclear information As a result, fuzzy logic can describe and manipulate ambiguous ... a variety of industries Following the fuzzy method, fuzzy logic uses particular input values, such as multi-numeric values or lingnistic variables, to produce a specific output The fuzzy technique

Ngày tải lên: 09/06/2025, 12:51

... out of energy Correspondingly, the lifetime of WS of operation until a sensor di The limited battery capacity of the sensor is always a "bottleneck" that greatly af- fects the life of ... out of energy Correspondingly, the lifetime of WS of operation until a sensor di The limited battery capacity of the sensor is always a "bottleneck" that greatly af- fects the life of ... out of energy Correspondingly, the lifetime of WS of operation until a sensor di The limited battery capacity of the sensor is always a "bottleneck" that greatly af- fects the life of

Ngày tải lên: 22/06/2025, 01:37

... FLS. Table.6.1 classifiers Type of Fuzzy logic system Design parameters to be tuned in each of the five fuzzy Number of parameters in one input set Number of parameters in one antecedent Number of parameters ... objectives of this project is to prove the performance efficiency of the designed fuzzy classifiers, which are developed using both type-1 and type-2 fuzzy logic systems (FLS). Given a collection of ... performance of the type-I FLC. One advantage of using type-2 fuzzy sets to represent the FLC inputs and outputs is that it will result in the reduction of the rule base when compared to using type-1 fuzzy

Ngày tải lên: 03/10/2015, 20:57

... DESIGN AND ANALYSIS OF TYPE-2 FUZZY LOGIC SYSTEMS WU, DONGRUI A THESIS SUBMITTED FOR THE DEGREE OF MASTER OF ENGINEERING DEPARTMENT OF ELECTRICAL AND COMPUTER ENGINEERING ... Summary vi List of Tables viii List of Figures ix Introduction 1.1 Type-1 Fuzzy Logic 1.2 Type-1 Fuzzy Modeling and Control: A Review 1.3 Type-2 Fuzzy Logic ... “Neuro-fuzzy clustering of radiographic tibia images using type fuzzy sets,” Inform Sci., vol 125, pp 65–82, 2000 [55] O Castillo and P Melin, “Adaptive noise cancellation using type-2 fuzzy logic

Ngày tải lên: 04/10/2015, 10:25

... http://www.tandfonline.com/loi/tgnh20 A comparative assessment of prediction capabilities of modified analytical hierarchy process (M-AHP) and Mamdani fuzzy logic models using Netcad-GIS for forest fire susceptibility ... Biswajeet Pradhan (2016) A comparative assessment of prediction capabilities of modified analyticalhierarchy process (M-AHP) and Mamdani fuzzy logic models using Netcad-GIS for forestfire susceptibility ... views: 142 Trang 2A comparative assessment of prediction capabilities of modified analytical hierarchy process (M-AHP) and Mamdani fuzzy logic modelsusing Netcad-GIS for forest fire susceptibility

Ngày tải lên: 25/04/2016, 07:43

... field, fuzzy logic theory has subjects, especially in the field of biomedical effectiveness of ECG signals using fuzzy logic theory Reference [5] also introduced a technique based on fuzzy logic ... processing, signal processing, focus on the design of robots with human behaviors based on fuzzy logic By using fuzzy logic algorithms, the behavior of robots can be implemented through the decision ... present the design and modeling of a Voltage-Frequency Controller for NoC routers based on fuzzy-logic processing The communication tra ffic of a network router will be predicted by a fuzzy-logic algorithm

Ngày tải lên: 17/03/2021, 20:26

... commission: Prof Nguyen Van Lien, Sc.D (Chairman of Scientiic Board) Prof Phan Quang Minh, Ph.D Secretary of Scientiic Council Prof Nguyen Thi Kim Thai, Ph.D Prof Nguyen Huu Dung, Ph.D Prof Cao Duy ... Prof Cao Duy Tien, Ph.D Prof Nguyen Trong Hoa, Ph.D Prof Nguyen Viet Anh, Ph.D Prof Hiroshi Takahashi, Ph.D Prof Chien Ming Wang, Ph.D Prof Ryoichi Fukagawa, Ph.D Prof Nguyen Quoc Thong, Ph.D ... dynamic response of beam due to dynamic loads Simulate attractiveness of the tender package for the contractor by using dynamic system approach combining fuzzy logic The efect of the anchor position

Ngày tải lên: 10/10/2022, 12:34

... pattern recognition methods, DL offers automatic learning capability of features from datasets while manually designed features mainly rely on knowledge and experience of designer Industrial application ... objectivesThe reviewing of a significant amount of reported of works in same field of study gave us some insights into the existing challenges to overcome and possible development of this application ... performance of model By the end of this stage, the images within the dataset were designated into 6 separate categories, as seen in table 3.2 Figure 3.5 Example of CPU socket Table 3.2 Summary of the

Ngày tải lên: 25/09/2024, 14:51