[PDF] Top 20 Study of Load Forecasting Techniques using Fuzzy Logic
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Study of Load Forecasting Techniques using Fuzzy Logic
... short-term load forecasting, a classic statistical model called as Seasonal Auto Regressive Integrated Moving Average (SARIMA model) and a model based on artificial intelligence Fuzzy Inductive ... See full document
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The Use of Fuzzy Logic Model to Investigate the Effect of Weather Parameter Impact on Electrical Load Based on Short Term Forecasting: Further Study
... Electrical load forecasting is very important for effective planning and management of power ...Accurate load forecasting helps the electrical power company to make some decisions on how to ... See full document
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Temperature Sensitive Short Term Load Forecasting: Fuzzy Logic Approach
... the fuzzy system, so utmost care should be taken to prepare these ...implication techniques can be applied. In the present study Mamdani method is ...of fuzzy outputs are carried by center of ... See full document
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Power Systems Load Frequency Stability Using Fuzzy Logic PI Controller
... (Fuzzy Logic Controller) to study the load frequency control of power ...proposed fuzzy logic load frequency controller has been designed to improve the dynamic ... See full document
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... electric load. Fuzzy logic approach has been widely used in short term load forecasting by considering different factors as input variables such as weather parameters (temperature, ... See full document
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Design of dual mode fuzzy logic load frequency controller for interconnected power systems using superconducting magnetic energy storage unit
... of load frequency control for a two area power ...this study, a two area power system using SMES unit is considered to control power ...mode fuzzy logic load frequency ... See full document
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Cancer prediction technique using fuzzy logic
... of fuzzy logic Mamdani type. As a result with the fuzzy logic model: the risk for the identified type of cancer of person has been analysed and made early ...this study and frequency of ... See full document
5
Electrical Load Forecasting Between 2015 and 2035 for Turkey Using Mathematical Modeling and Dynamic Programming
... by using genetic algorithm using GNP, population and import-export data ...by using ANN model ...for forecasting consumption of electric energy until 2020 by using ANN technique ... See full document
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Statistics Model for Meteorological Forecasting Using Fuzzy Logic Model
... 2.3. Fuzzy Logic Modeling of Meteorological Forecasting A fuzzy logic model is also known as a fuzzy inference system or fuzzy ...developing fuzzy model as the ... See full document
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Long Term Load Forecasting Using Fuzzy Logic Methodology
... suitable load forecasting model for medium/ long term power system ...including forecasting algorithms and the key variables (electrical and nonelectrical variables) that affect the demand forecasts ... See full document
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Fuzzy Logic based Short-Term Load Forecasting
... However, the working day or non-working day (weekend or holiday) defines the capacity of the day. Nevertheless, as per this study, weekend and holiday are put in the same category. One more category as the special ... See full document
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Peak Load Prediction Using Fuzzy Logic For The 150 kV Sulselrabar System
... [1-12]. Forecasting burden is one of the studies that need to be done in sulselrabar system, because it is ...a study of electrical load prediction on sulselrabar system using intelligent ... See full document
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Electrical Load Forecasting Using Fuzzy System
... days load and temperature data are used for training of neural network and the remaining day’s data is used for network va- ...work using ANN taking data from Duhok ELC (Control region of Iraq) of 2009 and ... See full document
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Short Term Load Forecasting Using Soft Computing Techniques
... The load-forecast model can be built us- ing the knowledge about the load forecast domain from an expert in the ...the load domain. This knowledge is represented as facts and rules using the ... See full document
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HYBRID AND INTEGRATED APPROACH TO SHORT TERM LOAD FORECASTING
... The techniques used for load forecasting are time series based models, similar-day approach and intelligent system based ...conventional forecasting methods have major drawbacks especially ... See full document
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Direct torque control of three phase induction motor using neural network fuzzy logic techniques
... paper Fuzzy Logic and proposed Neural Network based Direct Torque Control of Induction motor are ...from Fuzzy Logic Controller based Direct Torque Control of Induction ...and Fuzzy ... See full document
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Medium Term Load Forecasting using Time Series Regression and Fuzzy Logic for the State of Assam
... a fuzzy controller with two inputs, actual demand and the predicted demand of the regression method and output is considered to be the Fuzzy ...to fuzzy value and again in has been converted to crisp ... See full document
5
Prediction of Rainfall Using Fuzzy Dataset
... weather forecasting using two techniques; artificial neural networks and fuzzy ...trained using back propagation ...weather forecasting models using two measures; Variance ... See full document
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Short Term Load Forecasting With Fuzzy Logic Algorithm
... SENARAI RAJAH MUKA SURAT RAJAH PERKARA 2.1 Carta aliran proses sistem Kepintaran Kabur 6 3.1 Graf penggunaaan beban hari Isnin 11 3.2 Graf penggunaan beban hari Selasa 12 3.3 Graf penggu[r] ... See full document
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Application of fuzzy logic technology for spatial load forecasting
... cannot handle the huge amount of data wlthout help from other appropriate technologies. Different technologies such as fuzzy logic, neural networks, distributed data [r] ... See full document
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