{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2023,6,24]],"date-time":"2023-06-24T07:13:25Z","timestamp":1687590805053},"reference-count":4,"publisher":"Hindawi Limited","license":[{"start":{"date-parts":[[2011,1,1]],"date-time":"2011-01-01T00:00:00Z","timestamp":1293840000000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/3.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Advances in Fuzzy Systems"],"published-print":{"date-parts":[[2011]]},"abstract":"<jats:p>Today, it is very important for developed and developing countries to consume electricity more efficiently. Though developed countries do not want to waste electricity and developing countries cannot waste electricity. This leads to the concept: load forecasting. This paper is written for the short-term load forecasting on daily basis, hourly, or half-hourly basis or real time load forecasting. But as we move from daily to hourly basis of load forecasting, the error of load forecasting increases. The analysis of this paper is done on previous year's load data records of an engineering college in India using the concept of fuzzy methods. The analysis has been done on Mamdani-type membership functions and OFDM (Orthogonal Frequency Division Multiplexing) transmission scheme. To reduce the error of load forecasting, fuzzy method has been used with Artificial Neural Network (ANN) and OFDM transmission is used to get data from outer world and send outputs to outer world accurately and quickly. The error has been reduced to a considerable level in the range of 2-3%. For further reducing the error, Orthogonal Frequency Division Multiplexing (OFDM) can be used with Reed-Solomon (RS) encoding. Further studies are going on with Fuzzy Regression methods to reduce the error more.<\/jats:p>","DOI":"10.1155\/2011\/326763","type":"journal-article","created":{"date-parts":[[2011,6,26]],"date-time":"2011-06-26T21:40:17Z","timestamp":1309124417000},"page":"1-6","source":"Crossref","is-referenced-by-count":3,"title":["Efficient Load Forecasting Optimized by Fuzzy Programming and OFDM Transmission"],"prefix":"10.1155","volume":"2011","author":[{"given":"Sandeep","family":"Sachdeva","sequence":"first","affiliation":[{"name":"Nims University, Shobha Nagar, Jaipur, Rajasthan 303121, India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Maninder","family":"Singh","sequence":"additional","affiliation":[{"name":"Haryana Engineering College, Jagadhri, Yamuna Nagar, Haryana 135003, India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"U. P.","family":"Singh","sequence":"additional","affiliation":[{"name":"Seth Jai Parkash Mukand Lal Institute of Engineering and Technology (JMIT), Radaur, Haryana 135133, India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ajat Shatru","family":"Arora","sequence":"additional","affiliation":[{"name":"Sant Longowal Institute of Engineering and Technology (SLIET), Longowal, Sangrur, Punjab 148106, India"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"98","reference":[{"issue":"1","key":"2","first-page":"39","volume":"2","year":"2010","journal-title":"International Journal of Wireless Communication and Simulation"},{"key":"11","year":"1997"},{"key":"12","volume":"331","year":"2002"},{"key":"13","year":"2005"}],"container-title":["Advances in Fuzzy Systems"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/downloads.hindawi.com\/journals\/afs\/2011\/326763.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/afs\/2011\/326763.xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/afs\/2011\/326763.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2016,8,4]],"date-time":"2016-08-04T13:58:10Z","timestamp":1470319090000},"score":1,"resource":{"primary":{"URL":"http:\/\/www.hindawi.com\/journals\/afs\/2011\/326763\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2011]]},"references-count":4,"alternative-id":["326763","326763"],"URL":"https:\/\/doi.org\/10.1155\/2011\/326763","relation":{},"ISSN":["1687-7101","1687-711X"],"issn-type":[{"value":"1687-7101","type":"print"},{"value":"1687-711X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2011]]}}}