{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,2]],"date-time":"2025-05-02T04:03:16Z","timestamp":1746158596379,"version":"3.40.4"},"publisher-location":"Cham","reference-count":23,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319037554"},{"type":"electronic","value":"9783319037561"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2013]]},"DOI":"10.1007\/978-3-319-03756-1_12","type":"book-chapter","created":{"date-parts":[[2013,12,12]],"date-time":"2013-12-12T19:21:04Z","timestamp":1386876064000},"page":"132-143","source":"Crossref","is-referenced-by-count":0,"title":["Short Term Load Forecasting (STLF) Using Generalized Neural Network (GNN) Trained with Adaptive GA"],"prefix":"10.1007","author":[{"given":"D. K.","family":"Chaturvedi","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sinha Anand","family":"Premdayal","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"issue":"3","key":"12_CR1","doi-asserted-by":"publisher","first-page":"498","DOI":"10.1109\/59.932287","volume":"16","author":"N. Amjady","year":"2001","unstructured":"Amjady, N.: Short-term hourly load forecasting using time-series modeling with peak load estimation capability. IEEE Transactions on Power Systems\u00a016(3), 498\u2013505 (2001)","journal-title":"IEEE Transactions on Power Systems"},{"issue":"1","key":"12_CR2","doi-asserted-by":"publisher","first-page":"40","DOI":"10.1109\/59.49084","volume":"5","author":"A.D. Papalexopoulos","year":"1990","unstructured":"Papalexopoulos, A.D., Hesterberg, T.C.: A Regression Based Approach to Short Term Load Forecasting. IEEE Transactions on Power Systems\u00a05(1), 40\u201345 (1990)","journal-title":"IEEE Transactions on Power Systems"},{"issue":"2","key":"12_CR3","doi-asserted-by":"publisher","first-page":"900","DOI":"10.1109\/TPAS.1971.293123","volume":"PAS \u2013 90","author":"W.R. Christiaanse","year":"1971","unstructured":"Christiaanse, W.R.: Short term Load Forecasting using General Exponential Smoothing. IEEE Trans. on PAS\u00a0PAS \u2013 90(2), 900\u2013910 (1971)","journal-title":"IEEE Trans. on PAS"},{"issue":"2","key":"12_CR4","doi-asserted-by":"publisher","first-page":"764","DOI":"10.1109\/61.853017","volume":"15","author":"S.A. Villalba","year":"2000","unstructured":"Villalba, S.A., Bel, C.A.: Hybrid demand model for load estimation and short-term load forecasting in distribution electrical systems. IEEE Transactions on Power Delivery\u00a015(2), 764\u2013769 (2000)","journal-title":"IEEE Transactions on Power Delivery"},{"issue":"4","key":"12_CR5","first-page":"30","volume":"24","author":"J. Yang","year":"2004","unstructured":"Yang, J., Cheng, H.: Application of SVM to power system short-term load forecast. Power System Automation Equipment China\u00a024(4), 30\u201332 (2004)","journal-title":"Power System Automation Equipment China"},{"key":"12_CR6","unstructured":"Hwan, K.J., Kim, G.W.: A short-term load forecasting expert system. In: Proceedings of the Fifth Russian-Korean International Symposium on Science and Technology, pp. 112\u2013116 (2001)"},{"issue":"4","key":"12_CR7","doi-asserted-by":"publisher","first-page":"213","DOI":"10.1049\/ip-gtd:20000521","volume":"147","author":"A.A. Desouky","year":"2000","unstructured":"Desouky, A.A., Elkateb, M.M.: Hybrid adaptive techniques for electric-load forecast using ANN and ARIMA. IEE Proceedings of Generation, Transmission and Distribution\u00a0147(4), 213\u2013217 (2000)","journal-title":"IEE Proceedings of Generation, Transmission and Distribution"},{"issue":"2","key":"12_CR8","doi-asserted-by":"publisher","first-page":"559","DOI":"10.1109\/59.867147","volume":"15","author":"K.H. Kim","year":"2000","unstructured":"Kim, K.H., Youn, H.S., Kang, Y.C.: Short-term load forecasting for special days in anomalous load conditions using neural networks and fuzzy inference method. IEEE Transactions on Power Systems\u00a015(2), 559\u2013565 (2000)","journal-title":"IEEE Transactions on Power Systems"},{"key":"12_CR9","doi-asserted-by":"publisher","first-page":"163","DOI":"10.1109\/5.823996","volume":"88","author":"D.W. Bunn","year":"2000","unstructured":"Bunn, D.W.: Forecasting loads and prices in competitive power markets. Proceedings of the IEEE\u00a088, 163\u2013169 (2000)","journal-title":"Proceedings of the IEEE"},{"issue":"1","key":"12_CR10","first-page":"3","volume":"9","author":"D.K. Chaturvedi","year":"2001","unstructured":"Chaturvedi, D.K., Satsangi, P.S., Kalra, P.K.: Fuzzified Neural Network Approach for Load Forecasting Problems. Int. J. on Engineering Intelligent Systems\u00a09(1), 3\u20139 (2001)","journal-title":"Int. J. on Engineering Intelligent Systems"},{"key":"12_CR11","unstructured":"Chaturvedi, D.K., Kumar, R., Mohan, M., Kalra, P.K.: Artificial Neural Network learning using improved Genetic algorithm. J. IE(I), EL\u00a082 (2001)"},{"key":"12_CR12","doi-asserted-by":"publisher","first-page":"405","DOI":"10.1016\/S0142-0615(99)00010-1","volume":"21","author":"D.K. Chaturvedi","year":"1999","unstructured":"Chaturvedi, D.K., Satsangi, P.S., Kalra, P.K.: Load Frequency Control: A Generalized Neural Network Approach. Electric Power and Energy Systems\u00a021, 405\u2013415 (1999)","journal-title":"Electric Power and Energy Systems"},{"key":"12_CR13","doi-asserted-by":"publisher","first-page":"45","DOI":"10.1016\/0165-0114(89)90087-0","volume":"32","author":"M. Mizumoto","year":"1989","unstructured":"Mizumoto, M.: Pictorial representations of fuzzy connectives, Part II: cases of compensatory operators and self-dual operators. Fuzzy Sets and Systems\u00a032, 45\u201379 (1989)","journal-title":"Fuzzy Sets and Systems"},{"issue":"1","key":"12_CR14","first-page":"10","volume":"8","author":"D.K. Chaturvedi","year":"2004","unstructured":"Chaturvedi, D.K., Mohan, M., Singh, R.K., Kalra, P.K.: Improved Generalized Neuron Model for Short Term Load Forecasting. Int. J. on Soft Computing - A Fusion of Foundations, Methodologies and Applications\u00a08(1), 10\u201318 (2004)","journal-title":"Int. J. on Soft Computing - A Fusion of Foundations, Methodologies and Applications"},{"key":"12_CR15","series-title":"SCI","volume-title":"Soft Computing Techniques and its applications in Electrical Engineering","author":"D.K. Chaturvedi","year":"2008","unstructured":"Chaturvedi, D.K.: Soft Computing Techniques and its applications in Electrical Engineering. SCI, vol.\u00a0103. Springer, Heidelberg (2008)"},{"issue":"3","key":"12_CR16","doi-asserted-by":"publisher","first-page":"222","DOI":"10.1049\/ip-gtd:20010286","volume":"148","author":"C.-M. Huang","year":"2001","unstructured":"Huang, C.-M., Yang, H.T.: Evolving wavelet-based networks for short term load forecasting. Proc. Inst. Elect. Eng., Gen., Transm., Distrib.\u00a0148(3), 222\u2013228 (2001)","journal-title":"Proc. Inst. Elect. Eng., Gen., Transm., Distrib."},{"key":"12_CR17","doi-asserted-by":"crossref","unstructured":"Oonsivilai, A., El-Hawary, M.E.: Wavelet neural network based short-term load forecasting of electric power system commercial load. In: Proc. IEEE Can. Conf. Electrical and Computer Engineering, pp. 1223\u20131228 (1999)","DOI":"10.1109\/CCECE.1999.804865"},{"key":"12_CR18","first-page":"217","volume":"6","author":"C.S. Chang","year":"1998","unstructured":"Chang, C.S., Fu, W., Yi, M.: Short term load forecasting using wavelet networks. Eng. Intell. Syst. Elect. Eng. Commun.\u00a06, 217\u2013223 (1998)","journal-title":"Eng. Intell. Syst. Elect. Eng. Commun."},{"key":"12_CR19","doi-asserted-by":"publisher","first-page":"541","DOI":"10.1016\/j.epsr.2005.09.018","volume":"76","author":"S. Chenthur Pandian","year":"2006","unstructured":"Chenthur Pandian, S., Duraiswamy, K., Christober Asir Rajan, C., Kanagaraj, N.: Fuzzy approach for short term load forecasting. Electric Power Systems Research\u00a076, 541\u2013548 (2006)","journal-title":"Electric Power Systems Research"},{"key":"12_CR20","doi-asserted-by":"crossref","unstructured":"Banakar, A., Azeem, A.: Artificial Wavelet Neural Network and its application in Neurofuzzy models. Elsevier Applied Soft Computing (2008)","DOI":"10.1016\/j.asoc.2007.10.020"},{"key":"12_CR21","doi-asserted-by":"publisher","first-page":"200","DOI":"10.1109\/91.917126","volume":"9","author":"D.W.C. Ho","year":"2001","unstructured":"Ho, D.W.C., Zhang, P.A., Xu, J.: Fuzzy wavelet networks for function learning. IEEE Transactions on Fuzzy Systems\u00a09, 200\u2013211 (2001)","journal-title":"IEEE Transactions on Fuzzy Systems"},{"key":"12_CR22","first-page":"194","volume-title":"National Conference on Applied Systems Engineering and Soft Computing (SASESC 2000)","author":"D.K. Chaturvedi","year":"2000","unstructured":"Chaturvedi, D.K., Das, V.S.: Optimization of Genetic Algorithm Parameters. In: National Conference on Applied Systems Engineering and Soft Computing (SASESC 2000), pp. 194\u2013198. Organized by Dayalbagh Educational Institute, Dayalbagh (2000)"},{"key":"12_CR23","unstructured":"Fogarty, T.C.: Varying the Probability of Mutation in the Genetic Algorithm. In: Proceedings of 3rd International Conference in Genetic Algorithms and Applications, Arlington, VA, pp. 104\u2013109 (1981)"}],"container-title":["Lecture Notes in Computer Science","Swarm, Evolutionary, and Memetic Computing"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-03756-1_12","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,1]],"date-time":"2025-05-01T04:38:40Z","timestamp":1746074320000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-03756-1_12"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013]]},"ISBN":["9783319037554","9783319037561"],"references-count":23,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-03756-1_12","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2013]]}}}