{"id":239,"date":"2022-10-24T09:46:50","date_gmt":"2022-10-24T09:46:50","guid":{"rendered":"https:\/\/www.simlab40.deib.polimi.it\/?p=239"},"modified":"2023-02-03T09:25:42","modified_gmt":"2023-02-03T09:25:42","slug":"machine-learning-for-automation-in-small-food-producing-factories","status":"publish","type":"post","link":"https:\/\/www.simlab40.deib.polimi.it\/?p=239","title":{"rendered":"Introduced at the conference IEEE PES ISGT Europe 2022 the article entitled \u201cOptimal Model for Prosumer Remuneration Schemes Considering Electric Vehicle Chargers Coordination\u201d\u200b"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"239\" class=\"elementor elementor-239\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-594959d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"594959d\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-2c7fe5e4\" data-id=\"2c7fe5e4\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-559f7169 elementor-widget elementor-widget-image\" data-id=\"559f7169\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.simlab40.deib.polimi.it\/\">\n\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"900\" height=\"387\" src=\"https:\/\/www.simlab40.deib.polimi.it\/wp-content\/uploads\/2022\/10\/logo_poli_reduced2.png\" class=\"attachment-large size-large wp-image-211\" alt=\"\" srcset=\"https:\/\/www.simlab40.deib.polimi.it\/wp-content\/uploads\/2022\/10\/logo_poli_reduced2.png 900w, https:\/\/www.simlab40.deib.polimi.it\/wp-content\/uploads\/2022\/10\/logo_poli_reduced2-300x129.png 300w, https:\/\/www.simlab40.deib.polimi.it\/wp-content\/uploads\/2022\/10\/logo_poli_reduced2-768x330.png 768w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-443f8fb5 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"443f8fb5\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4d6fbc7a\" data-id=\"4d6fbc7a\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-48e5aed1 elementor-widget elementor-widget-spacer\" data-id=\"48e5aed1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1e8b52c0 elementor-widget elementor-widget-heading\" data-id=\"1e8b52c0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Introduced at the conference IEEE PES ISGT Europe 2022 the article entitled \u201cOptimal Model for Prosumer Remuneration Schemes Considering Electric Vehicle Chargers Coordination\u201d\u200b <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-58ec7dff elementor-widget elementor-widget-spacer\" data-id=\"58ec7dff\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-799cd4e6 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"799cd4e6\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-938c9b8\" data-id=\"938c9b8\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e3a9f28 elementor-widget elementor-widget-text-editor\" data-id=\"e3a9f28\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p class=\"p1\"><i>Cesar Diaz-Londono<\/i><i>, Jos\u00c5Le Vuelvas<\/i><i>, Giambattista Gruosso<\/i><i>, and Carlos Adrian Correa-Florez<\/i><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-677554a elementor-widget elementor-widget-spacer\" data-id=\"677554a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-52e7d3f elementor-widget elementor-widget-text-editor\" data-id=\"52e7d3f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p class=\"p1\">The increasing presence of decentralised power generation<br \/>and storage in modern grids has led to the development<br \/>of new agents and interactions. In particular, consumers that<br \/>have the potential of exploiting flexibility, can interact with the<br \/>physical grid itself or through aggregators that bridge the gap<br \/>between these ends users and traditional centralised markets.<br \/>This paper aims to provide an insight on the benefits for<br \/>both aggregators and end-users from a financial standpoint.<br \/>The considered end-users can provide flexibility capacity from<br \/>electric vehicle chargers and battery storage. We analyse different<br \/>levels of remuneration for end-users, the difference when<br \/>no intermediate party is present, and we conclude about the<br \/>most advantageous set-ups for both aggregators and end-users.<br \/>The results numerically show that some consumers can benefit<br \/>more when aggregated, which depends on their behaviour and<br \/>specific available flexibility, while others don\u2019t seem to have an<br \/>advantageous position when intermediate parties are present.<br \/>Index Terms\u2014Prosumer, Aggregator, Electric Vehicle Charger,<br \/>Remuneration.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fc41cf2 elementor-widget elementor-widget-spacer\" data-id=\"fc41cf2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0fe2264 elementor-widget elementor-widget-text-editor\" data-id=\"0fe2264\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p class=\"p1\"><strong>Useful links:<\/strong><\/p><p><a href=\"http:\/\/events.vtsociety.org\/vppc2022\/wp-content\/uploads\/sites\/33\/2022\/10\/VPPC-2022-Final-Program-10-26-022.pdf\">http:\/\/events.vtsociety.org\/vppc2022\/wp-content\/uploads\/sites\/33\/2022\/10\/VPPC-2022-Final-Program-10-26-022.pdf<\/a><\/p><p><div class=\"oceanwp-oembed-wrap clr\"><blockquote class=\"wp-embedded-content\" data-secret=\"QWI5wAwjaj\"><a href=\"https:\/\/attend.ieee.org\/isgt-europe-2022\/\">Welcome to IEEE PES ISGT EUROPE 2022<\/a><\/blockquote><iframe class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; clip: rect(1px, 1px, 1px, 1px);\" title=\"&#8220;Welcome to IEEE PES ISGT EUROPE 2022&#8221; &#8212; IEEE ISGT Europe 2022\" src=\"https:\/\/attend.ieee.org\/isgt-europe-2022\/embed\/#?secret=3czNS584ee#?secret=QWI5wAwjaj\" data-secret=\"QWI5wAwjaj\" width=\"600\" height=\"338\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe><\/div><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-015a491 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"015a491\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-2eaa98a\" data-id=\"2eaa98a\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-2cf3e593 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2cf3e593\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-54b7853e\" data-id=\"54b7853e\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7180d8e2 elementor-position-block-start animated-fast elementor-view-default elementor-mobile-position-block-start elementor-invisible elementor-widget elementor-widget-icon-box\" data-id=\"7180d8e2\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;slideInRight&quot;}\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"https:\/\/www.simlab40.deib.polimi.it\/\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"Back to Home\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-long-arrow-alt-left\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"https:\/\/www.simlab40.deib.polimi.it\/\" >\n\t\t\t\t\t\t\tBack to Home\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fd5c178 elementor-widget elementor-widget-spacer\" data-id=\"fd5c178\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5b134147 elementor-widget elementor-widget-spacer\" data-id=\"5b134147\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>The increasing presence of decentralised power generation<br \/>\nand storage in modern grids has led to the development<br \/>\nof new agents and interactions. In particular, consumers that<br \/>\nhave the potential of exploiting flexibility, can interact with the<br \/>\nphysical grid itself or through aggregators that bridge the gap<br \/>\nbetween these ends users and traditional centralised markets.<br \/>\nThis paper aims to provide an insight on the benefits for<br \/>\nboth aggregators and end-users from a financial standpoint.<br \/>\nThe considered end-users can provide flexibility capacity from<br \/>\nelectric vehicle chargers and battery storage. We analyse different<br \/>\nlevels of remuneration for end-users, the difference when<br \/>\nno intermediate party is present, and we conclude about the<br \/>\nmost advantageous set-ups for both aggregators and end-users.<br \/>\nThe results numerically show that some consumers can benefit<br \/>\nmore when aggregated, which depends on their behaviour and<br \/>\nspecific available flexibility, while others don\u2019t seem to have an<br \/>\nadvantageous position when intermediate parties are present.<br \/>\nIndex Terms\u2014Prosumer, Aggregator, Electric Vehicle Charger,<br \/>\nRemuneration.<\/p>\n","protected":false},"author":2,"featured_media":407,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_canvas","format":"standard","meta":{"ocean_post_layout":"","ocean_both_sidebars_style":"","ocean_both_sidebars_content_width":0,"ocean_both_sidebars_sidebars_width":0,"ocean_sidebar":"0","ocean_second_sidebar":"0","ocean_disable_margins":"enable","ocean_add_body_class":"","ocean_shortcode_before_top_bar":"","ocean_shortcode_after_top_bar":"","ocean_shortcode_before_header":"","ocean_shortcode_after_header":"","ocean_has_shortcode":"","ocean_shortcode_after_title":"","ocean_shortcode_before_footer_widgets":"","ocean_shortcode_after_footer_widgets":"","ocean_shortcode_before_footer_bottom":"","ocean_shortcode_after_footer_bottom":"","ocean_display_top_bar":"default","ocean_display_header":"default","ocean_header_style":"","ocean_center_header_left_menu":"0","ocean_custom_header_template":"0","ocean_custom_logo":0,"ocean_custom_retina_logo":0,"ocean_custom_logo_max_width":0,"ocean_custom_logo_tablet_max_width":0,"ocean_custom_logo_mobile_max_width":0,"ocean_custom_logo_max_height":0,"ocean_custom_logo_tablet_max_height":0,"ocean_custom_logo_mobile_max_height":0,"ocean_header_custom_menu":"0","ocean_menu_typo_font_family":"0","ocean_menu_typo_font_subset":"","ocean_menu_typo_font_size":0,"ocean_menu_typo_font_size_tablet":0,"ocean_menu_typo_font_size_mobile":0,"ocean_menu_typo_font_size_unit":"px","ocean_menu_typo_font_weight":"","ocean_menu_typo_font_weight_tablet":"","ocean_menu_typo_font_weight_mobile":"","ocean_menu_typo_transform":"","ocean_menu_typo_transform_tablet":"","ocean_menu_typo_transform_mobile":"","ocean_menu_typo_line_height":0,"ocean_menu_typo_line_height_tablet":0,"ocean_menu_typo_line_height_mobile":0,"ocean_menu_typo_line_height_unit":"","ocean_menu_typo_spacing":0,"ocean_menu_typo_spacing_tablet":0,"ocean_menu_typo_spacing_mobile":0,"ocean_menu_typo_spacing_unit":"","ocean_menu_link_color":"","ocean_menu_link_color_hover":"","ocean_menu_link_color_active":"","ocean_menu_link_background":"","ocean_menu_link_hover_background":"","ocean_menu_link_active_background":"","ocean_menu_social_links_bg":"","ocean_menu_social_hover_links_bg":"","ocean_menu_social_links_color":"","ocean_menu_social_hover_links_color":"","ocean_disable_title":"default","ocean_disable_heading":"default","ocean_post_title":"","ocean_post_subheading":"","ocean_post_title_style":"","ocean_post_title_background_color":"","ocean_post_title_background":0,"ocean_post_title_bg_image_position":"","ocean_post_title_bg_image_attachment":"","ocean_post_title_bg_image_repeat":"","ocean_post_title_bg_image_size":"","ocean_post_title_height":0,"ocean_post_title_bg_overlay":0.5,"ocean_post_title_bg_overlay_color":"","ocean_disable_breadcrumbs":"default","ocean_breadcrumbs_color":"","ocean_breadcrumbs_separator_color":"","ocean_breadcrumbs_links_color":"","ocean_breadcrumbs_links_hover_color":"","ocean_display_footer_widgets":"default","ocean_display_footer_bottom":"default","ocean_custom_footer_template":"0","ocean_post_oembed":"","ocean_post_self_hosted_media":"","ocean_post_video_embed":"","ocean_link_format":"","ocean_link_format_target":"self","ocean_quote_format":"","ocean_quote_format_link":"post","ocean_gallery_link_images":"off","ocean_gallery_id":[],"footnotes":""},"categories":[7],"tags":[],"class_list":["post-239","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news","entry","has-media"],"_links":{"self":[{"href":"https:\/\/www.simlab40.deib.polimi.it\/index.php?rest_route=\/wp\/v2\/posts\/239","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.simlab40.deib.polimi.it\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.simlab40.deib.polimi.it\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.simlab40.deib.polimi.it\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.simlab40.deib.polimi.it\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=239"}],"version-history":[{"count":104,"href":"https:\/\/www.simlab40.deib.polimi.it\/index.php?rest_route=\/wp\/v2\/posts\/239\/revisions"}],"predecessor-version":[{"id":1056,"href":"https:\/\/www.simlab40.deib.polimi.it\/index.php?rest_route=\/wp\/v2\/posts\/239\/revisions\/1056"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.simlab40.deib.polimi.it\/index.php?rest_route=\/wp\/v2\/media\/407"}],"wp:attachment":[{"href":"https:\/\/www.simlab40.deib.polimi.it\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=239"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.simlab40.deib.polimi.it\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=239"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.simlab40.deib.polimi.it\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=239"}],"curies":[{"name":"wp","href":"https:\/\/a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