{"id":1011,"date":"2020-07-03T18:29:12","date_gmt":"2020-07-03T18:29:12","guid":{"rendered":"https:\/\/www.zillionsbuyer.com\/blog\/?p=1011"},"modified":"2020-07-03T18:29:20","modified_gmt":"2020-07-03T18:29:20","slug":"what-is-regression-analysis-for-load-forecasting","status":"publish","type":"post","link":"https:\/\/www.zillionsbuyer.com\/blog\/what-is-regression-analysis-for-load-forecasting\/","title":{"rendered":"What is Regression Analysis For Load Forecasting"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">The factors on which the load\nrequirements of an area depends are:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">(i) The nature of load<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">(ii) The population of an area.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">(iii) Number of equipment installed\nin that area, etc.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.zillionsbuyer.com\/blog\/wp-content\/uploads\/2020\/07\/Available-methods-applied-in-each-case-of-load-forecasting-based-on-forecasting-horizon.png\" alt=\"\" class=\"wp-image-1012\" width=\"638\" height=\"454\" srcset=\"https:\/\/www.zillionsbuyer.com\/blog\/wp-content\/uploads\/2020\/07\/Available-methods-applied-in-each-case-of-load-forecasting-based-on-forecasting-horizon.png 850w, https:\/\/www.zillionsbuyer.com\/blog\/wp-content\/uploads\/2020\/07\/Available-methods-applied-in-each-case-of-load-forecasting-based-on-forecasting-horizon-300x214.png 300w, https:\/\/www.zillionsbuyer.com\/blog\/wp-content\/uploads\/2020\/07\/Available-methods-applied-in-each-case-of-load-forecasting-based-on-forecasting-horizon-768x547.png 768w, https:\/\/www.zillionsbuyer.com\/blog\/wp-content\/uploads\/2020\/07\/Available-methods-applied-in-each-case-of-load-forecasting-based-on-forecasting-horizon-120x86.png 120w, https:\/\/www.zillionsbuyer.com\/blog\/wp-content\/uploads\/2020\/07\/Available-methods-applied-in-each-case-of-load-forecasting-based-on-forecasting-horizon-350x250.png 350w, https:\/\/www.zillionsbuyer.com\/blog\/wp-content\/uploads\/2020\/07\/Available-methods-applied-in-each-case-of-load-forecasting-based-on-forecasting-horizon-750x534.png 750w\" sizes=\"auto, (max-width: 638px) 100vw, 638px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.zillionsbuyer.com\/product\/3848\/standard-moving-iron-ac-meters-voltmeter-0-300-a-round-flush-so-65-hsn-90303310\">Regression analysis<\/a> of load forecasting is the study of behavior of process in the past and its mathematical modeling so that, the future behavior can be extrapolated from it.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A time varying event, such as power\nsystem load, can be broken down in the following four major components:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">(a)Basic trend.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">(b)Seasonal variation\n(monthly\/yearly variation of load).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">(c)Cyclic variation, this includes\ninfluences of period greater than the above two.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">(d)Random variation; this occurs on\naccount of day to day variation and is usually dependent on the time of week.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>The factors on which the load requirements of an area depends are: (i) The nature of load (ii) The population of an area. (iii) Number of equipment installed in that area, etc. Regression analysis of load forecasting is the study of behavior of process in the past and its mathematical modeling so that, the future [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":1012,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[44],"tags":[324],"class_list":["post-1011","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-electrical-engineering","tag-regression"],"_links":{"self":[{"href":"https:\/\/www.zillionsbuyer.com\/blog\/wp-json\/wp\/v2\/posts\/1011","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.zillionsbuyer.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.zillionsbuyer.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.zillionsbuyer.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.zillionsbuyer.com\/blog\/wp-json\/wp\/v2\/comments?post=1011"}],"version-history":[{"count":1,"href":"https:\/\/www.zillionsbuyer.com\/blog\/wp-json\/wp\/v2\/posts\/1011\/revisions"}],"predecessor-version":[{"id":1013,"href":"https:\/\/www.zillionsbuyer.com\/blog\/wp-json\/wp\/v2\/posts\/1011\/revisions\/1013"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.zillionsbuyer.com\/blog\/wp-json\/wp\/v2\/media\/1012"}],"wp:attachment":[{"href":"https:\/\/www.zillionsbuyer.com\/blog\/wp-json\/wp\/v2\/media?parent=1011"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.zillionsbuyer.com\/blog\/wp-json\/wp\/v2\/categories?post=1011"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.zillionsbuyer.com\/blog\/wp-json\/wp\/v2\/tags?post=1011"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}