{"id":29626,"date":"2021-05-04T14:28:35","date_gmt":"2021-05-04T12:28:35","guid":{"rendered":"http:\/\/mbi-dev.t26.mbigroup.it\/?p=29626"},"modified":"2021-05-04T16:07:25","modified_gmt":"2021-05-04T14:07:25","slug":"powerschedo-handling-the-aggregated-bidding-offer","status":"publish","type":"post","link":"https:\/\/www.mbigroup.it\/en\/news-en\/powerschedo-news-en\/powerschedo-handling-the-aggregated-bidding-offer\/","title":{"rendered":"Handling the aggregated bidding offer of the Italian day-ahead electricity market"},"content":{"rendered":"<p>[et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;3.22.3&#8243;][et_pb_row _builder_version=&#8221;3.25&#8243; background_size=&#8221;initial&#8221; background_position=&#8221;top_left&#8221; background_repeat=&#8221;repeat&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;3.25&#8243; custom_padding=&#8221;|||&#8221; custom_padding__hover=&#8221;|||&#8221;][et_pb_text admin_label=&#8221;Testo&#8221; _builder_version=&#8221;4.9.4&#8243; min_height=&#8221;358px&#8221; custom_margin=&#8221;||-2px|||&#8221; custom_padding=&#8221;||7px|||&#8221; hover_enabled=&#8221;0&#8243; sticky_enabled=&#8221;0&#8243;]<\/p>\n<div><span class=\" author-d-iz88z86z86za0dz67zz78zz78zz74zz68zjz80zz71z9iz90za3u7z76zz67z3rdeda1z79zz68zm206mz90zfz73zrwz70zz122zz83zz69zz83zh\">Performing short-term forecast of day-ahead electricity price is a daily activity for many energy operators. One of the most adopted technique is the so-called delta analysis, i.e., get yesterday bid&amp;ask curves and properly shifting to take into account the forecast of renewable and consumption.<\/span><\/div>\n<div>\u00a0<\/div>\n<div><span class=\" author-d-iz88z86z86za0dz67zz78zz78zz74zz68zjz80zz71z9iz90za3u7z76zz67z3rdeda1z79zz68zm206mz90zfz73zrwz70zz122zz83zz69zz83zh\">Considering the Italian market, it has seven different market zone linked with an ATC transmission model, with possibly seven different prices and the PUN. The GME publish every day the aggregated bid&amp;ask curves as resulting of the SDMC algorithm. So, for instance, for the 17th April 2021 at 14 hours, the GME publish one couple of aggregated curves for all the Italy, even if each market zone has its own set of offers.<\/span><\/div>\n<div>\u00a0<\/div>\n<div><a href=\"https:\/\/www.mbigroup.it\/wp-content\/uploads\/2021\/05\/zona-mercato-cala-cnor.png\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-29638 aligncenter size-large\" src=\"https:\/\/www.mbigroup.it\/wp-content\/uploads\/2021\/05\/zona-mercato-cala-cnor-1024x856.png\" alt=\"\" width=\"642\" height=\"537\" \/><\/a><\/div>\n<div>\u00a0<\/div>\n<div>Aggregated curves of 17th April 2021 at 14 hours (Source GME)<\/div>\n<div>\u00a0<\/div>\n<div>\u00a0<\/div>\n<div>\u00a0<\/div>\n<div><a href=\"https:\/\/www.mbigroup.it\/wp-content\/uploads\/2021\/05\/bidding-of-sici.png\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-29640 aligncenter size-full\" src=\"https:\/\/www.mbigroup.it\/wp-content\/uploads\/2021\/05\/bidding-of-sici.png\" alt=\"\" width=\"651\" height=\"357\" srcset=\"https:\/\/www.mbigroup.it\/wp-content\/uploads\/2021\/05\/bidding-of-sici.png 651w, https:\/\/www.mbigroup.it\/wp-content\/uploads\/2021\/05\/bidding-of-sici-480x263.png 480w\" sizes=\"(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) 651px, 100vw\" \/><\/a><\/div>\n<div>\u00a0<\/div>\n<div>\u00a0<\/div>\n<div>\u00a0<\/div>\n<div>\u00a0<\/div>\n<div>Biddings of SICI market area. (Source GME)<\/div>\n<div>\u00a0<\/div>\n<div>\u00a0<\/div>\n<div>\u00a0<\/div>\n<div>\u00a0<\/div>\n<div><a href=\"https:\/\/www.mbigroup.it\/wp-content\/uploads\/2021\/05\/bidding-of-north-market-area.png\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-29642 aligncenter size-full\" src=\"https:\/\/www.mbigroup.it\/wp-content\/uploads\/2021\/05\/bidding-of-north-market-area.png\" alt=\"\" width=\"663\" height=\"359\" srcset=\"https:\/\/www.mbigroup.it\/wp-content\/uploads\/2021\/05\/bidding-of-north-market-area.png 663w, https:\/\/www.mbigroup.it\/wp-content\/uploads\/2021\/05\/bidding-of-north-market-area-480x265.png 480w\" sizes=\"(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) 663px, 100vw\" \/><\/a><\/div>\n<div>\u00a0<\/div>\n<div>\u00a0<\/div>\n<div>\u00a0<\/div>\n<div>\u00a0<\/div>\n<div>Biddings of NORD market area. (Source GME)<\/div>\n<div>\u00a0<\/div>\n<div>\n<div>\u00a0<\/div>\n<div><span class=\" author-d-iz88z86z86za0dz67zz78zz78zz74zz68zjz80zz71z9iz90za3u7z76zz67z3rdeda1z79zz68zm206mz90zfz73zrwz70zz122zz83zz69zz83zh\">Is there an effective way to disaggregate the curves in order to guess the offers submitted to each market zone so to perform effectively the delta analysis? The short answer is yes. It is possible <\/span><span class=\" author-d-iz88z86z86za0dz67zz78zz78zz74zz68zjz80zz71z9iz90za3u7z76zz67z3rdeda1z79zz68zm206mz90zfz73zrwz70zz122zz83zz69zz83zh\">to write an optimal assignment problem in order to allocate the segments of the aggregated curves to a specific market zone, maximizing the likelihood of the zonal bids.<\/span><\/div>\n<div>\u00a0<\/div>\n<div><span class=\" author-d-iz88z86z86za0dz67zz78zz78zz74zz68zjz80zz71z9iz90za3u7z76zz67z3rdeda1z79zz68zm206mz90zfz73zrwz70zz122zz83zz69zz83zh\">Such an algorithm is already implemented in <\/span><span class=\" author-d-iz88z86z86za0dz67zz78zz78zz74zz68zjz80zz71z9iz90za3u7z76zz67z3rdeda1z79zz68zm206mz90zfz73zrwz70zz122zz83zz69zz83zh\"><i>Power<\/i><\/span><span class=\" author-d-iz88z86z86za0dz67zz78zz78zz74zz68zjz80zz71z9iz90za3u7z76zz67z3rdeda1z79zz68zm206mz90zfz73zrwz70zz122zz83zz69zz83zh\"><b><i>SchedO<\/i><\/b><\/span><span class=\" author-d-iz88z86z86za0dz67zz78zz78zz74zz68zjz80zz71z9iz90za3u7z76zz67z3rdeda1z79zz68zm206mz90zfz73zrwz70zz122zz83zz69zz83zh\"><i> for PCR<\/i><\/span><span class=\" author-d-iz88z86z86za0dz67zz78zz78zz74zz68zjz80zz71z9iz90za3u7z76zz67z3rdeda1z79zz68zm206mz90zfz73zrwz70zz122zz83zz69zz83zh\">, the full-featured solution for the short-term electricity day-ahead market. <\/span><\/div>\n<div>\u00a0<\/div>\n<div><span class=\" author-d-iz88z86z86za0dz67zz78zz78zz74zz68zjz80zz71z9iz90za3u7z76zz67z3rdeda1z79zz68zm206mz90zfz73zrwz70zz122zz83zz69zz83zh\">For more information visit the link <\/span><span class=\"attrlink url author-d-iz88z86z86za0dz67zz78zz78zz74zz68zjz80zz71z9iz90za3u7z76zz67z3rdeda1z79zz68zm206mz90zfz73zrwz70zz122zz83zz69zz83zh url\"><a class=\"attrlink\" href=\"https:\/\/www.mbigroup.it\/business-analytics-and-optimization\/powerschedo-for-power\/powerschedo-for-pcr\" target=\"_blank\" rel=\"noreferrer nofollow noopener\" data-target-href=\"https:\/\/www.mbigroup.it\/business-analytics-and-optimization\/powerschedo-for-power\/powerschedo-for-pcr\">https:\/\/www.mbigroup.it\/business-analytics-and-optimization\/powerschedo-for-power\/powerschedo-for-pcr<\/a><\/span><span class=\" author-d-iz88z86z86za0dz67zz78zz78zz74zz68zjz80zz71z9iz90za3u7z76zz67z3rdeda1z79zz68zm206mz90zfz73zrwz70zz122zz83zz69zz83zh url\"><a class=\"dynamiclink\" href=\"https:\/\/www.mbigroup.it\/business-analytics-and-optimization\/powerschedo-for-power\/powerschedo-for-pcr\/\" target=\"_blank\" rel=\"noreferrer nofollow noopener\">\/<\/a><\/span><span class=\" author-d-iz88z86z86za0dz67zz78zz78zz74zz68zjz80zz71z9iz90za3u7z76zz67z3rdeda1z79zz68zm206mz90zfz73zrwz70zz122zz83zz69zz83zh\">\u00a0<\/span><\/div>\n<\/div>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Performing short-term forecast of day-ahead electricity price is a daily activity for many energy operators. One of the most adopted technique is the so-called delta analysis, i.e., get yesterday bid&amp;ask curves and properly shifting to take into account the forecast of renewable and consumption. \u00a0 Considering the Italian market, it has seven different market zone [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"categories":[26],"tags":[],"class_list":["post-29626","post","type-post","status-publish","format-standard","hentry","category-powerschedo-news-en"],"_links":{"self":[{"href":"https:\/\/www.mbigroup.it\/en\/wp-json\/wp\/v2\/posts\/29626","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.mbigroup.it\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.mbigroup.it\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.mbigroup.it\/en\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.mbigroup.it\/en\/wp-json\/wp\/v2\/comments?post=29626"}],"version-history":[{"count":0,"href":"https:\/\/www.mbigroup.it\/en\/wp-json\/wp\/v2\/posts\/29626\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.mbigroup.it\/en\/wp-json\/wp\/v2\/media?parent=29626"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.mbigroup.it\/en\/wp-json\/wp\/v2\/categories?post=29626"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.mbigroup.it\/en\/wp-json\/wp\/v2\/tags?post=29626"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}