Short Term Load Forecasting Using Type-II Fuzzy Logic Systems

[1]  Chuin-Shan Chen,et al.  Customer short term load forecasting by using ARIMA transfer function model , 1995, Proceedings 1995 International Conference on Energy Management and Power Delivery EMPD '95.

[2]  Shangyou Hao,et al.  An implementation of a neural network based load forecasting model for the EMS , 1994 .

[3]  Siegfried Gottwald,et al.  Fuzzy Sets and Fuzzy Logic , 1993 .

[4]  W. R. Christiaanse Short-Term Load Forecasting Using General Exponential Smoothing , 1971 .

[5]  Jerry M. Mendel,et al.  Centroid of a type-2 fuzzy set , 2001, Inf. Sci..

[6]  Saifur Rahman,et al.  Load forecasting for multiple sites: development of an expert system-based technique , 1996 .

[7]  Dimitar Filev,et al.  SLIDE: A simple adaptive defuzzification method , 1993, IEEE Trans. Fuzzy Syst..

[8]  N. N. Karnik,et al.  Introduction to type-2 fuzzy logic systems , 1998, 1998 IEEE International Conference on Fuzzy Systems Proceedings. IEEE World Congress on Computational Intelligence (Cat. No.98CH36228).

[9]  Jerry M. Mendel,et al.  Aggregation Using the Fuzzy Weighted Average as Computed by the Karnik–Mendel Algorithms , 2008, IEEE Transactions on Fuzzy Systems.

[10]  T. Hesterberg,et al.  A regression-based approach to short-term system load forecasting , 1989, Conference Papers Power Industry Computer Application Conference.

[11]  T. Chow,et al.  Nonlinear autoregressive integrated neural network model for short-term load forecasting , 1996 .

[12]  Vladimiro Miranda,et al.  Fuzzy inference in spatial load forecasting , 2000, 2000 IEEE Power Engineering Society Winter Meeting. Conference Proceedings (Cat. No.00CH37077).

[13]  Hong-Tzer Yang,et al.  Identification of ARMAX model for short term load forecasting: an evolutionary programming approach , 1995 .

[14]  M. F. Irzaq bin Khamis,et al.  Electricity forecasting for small scale power system using fuzzy logic , 2010, 2010 Conference Proceedings IPEC.

[15]  Jerry M. Mendel,et al.  Operations on type-2 fuzzy sets , 2001, Fuzzy Sets Syst..

[16]  Yuan-Yih Hsu,et al.  Short term load forecasting of Taiwan power system using a knowledge-based expert system , 1990 .

[17]  Ibrahim Eksin,et al.  Granular interval type-2 membership functions and modeling application on a nonlinear system , 2011, 2011 IEEE 12th International Symposium on Computational Intelligence and Informatics (CINTI).

[18]  Jerry M. Mendel,et al.  Type-2 fuzzy logic systems , 1999, IEEE Trans. Fuzzy Syst..

[19]  Dominic Maratukulam,et al.  ANNSTLF-a neural-network-based electric load forecasting system , 1997, IEEE Trans. Neural Networks.

[20]  Guanrong Chen,et al.  Introduction to Fuzzy Sets, Fuzzy Logic, and Fuzzy Control Systems , 2000 .

[21]  Li-Chih Ying,et al.  Using adaptive network based fuzzy inference system to forecast regional electricity loads , 2008 .

[22]  George G. Karady,et al.  Fuzzy logic for short term load forecasting , 1996 .

[23]  Jerry M. Mendel,et al.  Generating fuzzy rules by learning from examples , 1992, IEEE Trans. Syst. Man Cybern..

[24]  Yong Cheol Kang,et al.  Short-term load forecasting for special days in anomalous load conditions using neural networks and fuzzy inference method , 2000 .

[25]  N. Nikolic,et al.  Weather sensitive method for short term load forecasting in Electric Power Utility of Serbia , 2003 .

[26]  George G. Karady,et al.  Advancement in the application of neural networks for short-term load forecasting , 1992 .

[27]  Hiok Chai Quek,et al.  A mamdani-takagi-sugeno based linguistic neural-fuzzy inference system for improved interpretability-accuracy representation , 2009, 2009 IEEE International Conference on Fuzzy Systems.

[28]  Nima Amjady,et al.  Short-term hourly load forecasting using time-series modeling with peak load estimation capability , 2001 .

[29]  S. J. Kiartzis,et al.  A fuzzy expert system for peak load forecasting. Application to the Greek power system , 2000, 2000 10th Mediterranean Electrotechnical Conference. Information Technology and Electrotechnology for the Mediterranean Countries. Proceedings. MeleCon 2000 (Cat. No.00CH37099).

[30]  Lotfi A. Zadeh,et al.  Fuzzy Sets , 1996, Inf. Control..

[31]  J. Mendel Uncertain Rule-Based Fuzzy Logic Systems: Introduction and New Directions , 2001 .

[32]  Ming-Wei Chang,et al.  Load Forecasting Using Support Vector Machines: A Study on EUNITE Competition 2001 , 2004, IEEE Transactions on Power Systems.

[33]  T. Ross Fuzzy Logic with Engineering Applications , 1994 .

[34]  Avelino J. Gonzalez,et al.  Short-term electrical load forecasting using a fuzzy ARTMAP neural network , 1998, Defense, Security, and Sensing.

[35]  S. A. Villalba,et al.  Hybrid demand model for load estimation and short term load forecasting in distribution electric systems , 2000 .

[36]  Chanan Singh,et al.  Application of fuzzy inference systems for evaluation of failure rates of power system components , 2011, 2011 16th International Conference on Intelligent System Applications to Power Systems.

[37]  Bart Kosko,et al.  Neural networks and fuzzy systems , 1998 .

[38]  Ajith Abraham,et al.  Soft Computing for Developing Short Term Load Forecasting Models in Czech Republic , 2001, HIS.

[39]  N. N. Karnik,et al.  Applications of type-2 fuzzy logic systems: handling the uncertainty associated with surveys , 1999, FUZZ-IEEE'99. 1999 IEEE International Fuzzy Systems. Conference Proceedings (Cat. No.99CH36315).

[40]  Alireza Khotanzad,et al.  ANNSTLF-Artificial Neural Network Short-Term Load Forecaster- generation three , 1998 .

[41]  Héctor Pomares,et al.  Multiobjective Optimization and Comparison of Nonsingleton Type-1 and Singleton Interval Type-2 Fuzzy Logic Systems , 2013, IEEE Transactions on Fuzzy Systems.