{"id":28185,"date":"2019-10-02T16:20:02","date_gmt":"2019-10-02T14:20:02","guid":{"rendered":"http:\/\/mbi-dev.t26.mbigroup.it\/?page_id=28185"},"modified":"2023-01-13T12:08:41","modified_gmt":"2023-01-13T11:08:41","slug":"powerschedo-for-data-collection","status":"publish","type":"page","link":"https:\/\/www.mbigroup.it\/en\/powerschedo-for-data-collection\/","title":{"rendered":"Powerschedo for Data Collection"},"content":{"rendered":"<p>[et_pb_section fb_built=&#8221;1&#8243; admin_label=&#8221;big section&#8221; _builder_version=&#8221;4.16&#8243; use_background_color_gradient=&#8221;on&#8221; background_color_gradient_stops=&#8221;rgba(237,221,0,0.22) 0%|rgba(0,0,0,0.23) 100%&#8221; background_color_gradient_start=&#8221;rgba(237,221,0,0.22)&#8221; background_color_gradient_end=&#8221;rgba(0,0,0,0.23)&#8221; background_image=&#8221;https:\/\/www.mbigroup.it\/wp-content\/uploads\/2019\/10\/iStock-640026090.jpg&#8221; background_blend=&#8221;darken&#8221; custom_padding=&#8221;8%||8%|&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row admin_label=&#8221;row&#8221; _builder_version=&#8221;4.16&#8243; background_size=&#8221;initial&#8221; background_position=&#8221;top_left&#8221; background_repeat=&#8221;repeat&#8221; custom_padding=&#8221;0%||0%|&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.16&#8243; custom_padding=&#8221;|||&#8221; global_colors_info=&#8221;{}&#8221; custom_padding__hover=&#8221;|||&#8221;][et_pb_text admin_label=&#8221;Banner iniziale &#8211; powerschedo for market analysis&#8221; _builder_version=&#8221;4.16&#8243; background_size=&#8221;initial&#8221; background_position=&#8221;top_left&#8221; background_repeat=&#8221;repeat&#8221; text_orientation=&#8221;center&#8221; background_layout=&#8221;dark&#8221; module_alignment=&#8221;center&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.mbigroup.it\/wp-content\/uploads\/2018\/12\/powerschedo-logo-solo-150x150.png\" alt=\"\" class=\"aligncenter wp-image-26193\" style=\"margin-bottom: 15px;\" width=\"100\" height=\"100\" srcset=\"https:\/\/www.mbigroup.it\/wp-content\/uploads\/2018\/12\/powerschedo-logo-solo-150x150.png 150w, https:\/\/www.mbigroup.it\/wp-content\/uploads\/2018\/12\/powerschedo-logo-solo-300x300.png 300w, https:\/\/www.mbigroup.it\/wp-content\/uploads\/2018\/12\/powerschedo-logo-solo.png 329w\" sizes=\"(max-width: 100px) 100vw, 100px\" \/><\/p>\n<h2 class=\"powerschedo-title-banner\"><span style=\"color: #333;\"><em><span style=\"color: #ffffff;\">Power<\/span><strong style=\"color: #e32728;\">SchedO<\/strong><\/em><\/span> <span style=\"color: #fff;\">for <em>Data Collection<\/em><\/span><\/h2>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.16&#8243; background_color=&#8221;#f7f7f7&#8243; custom_css_main_element=&#8221;padding-top: 2% !important;||padding-bottom: 2% !important;&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row _builder_version=&#8221;4.16&#8243; custom_padding=&#8221;2%||2%|&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.16&#8243; custom_padding=&#8221;|||&#8221; global_colors_info=&#8221;{}&#8221; custom_padding__hover=&#8221;|||&#8221;][et_pb_text admin_label=&#8221;Analizzare, prevedere, decidere&#8221; _builder_version=&#8221;4.16&#8243; background_size=&#8221;initial&#8221; background_position=&#8221;top_left&#8221; background_repeat=&#8221;repeat&#8221; text_orientation=&#8221;center&#8221; custom_padding=&#8221;|5%||5%&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2 style=\"line-height: 120%; font-size: 2.4em;\"><span class=\" author-d-iz88z86z86za0dz67zz78zz78zz74zz68zjz80zz71z9iz90za3u7z76zz67z3rdeda1z79zz68zm206mz90zfz73zrwz70zz122zz83zz69zz83zh\"><b>Data analysis<\/b><\/span><span class=\" author-d-iz88z86z86za0dz67zz78zz78zz74zz68zjz80zz71z9iz90za3u7z76zz67z3rdeda1z79zz68zm206mz90zfz73zrwz70zz122zz83zz69zz83zh\"> is one of the fundamental tools used by people working on <\/span><span class=\" author-d-iz88z86z86za0dz67zz78zz78zz74zz68zjz80zz71z9iz90za3u7z76zz67z3rdeda1z79zz68zm206mz90zfz73zrwz70zz122zz83zz69zz83zh\"><b>energy trading<\/b><\/span><span class=\" author-d-iz88z86z86za0dz67zz78zz78zz74zz68zjz80zz71z9iz90za3u7z76zz67z3rdeda1z79zz68zm206mz90zfz73zrwz70zz122zz83zz69zz83zh\">, whether they act on retail or wholesale markets<\/span><\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.mbigroup.it\/wp-content\/uploads\/2019\/03\/analysis-1-150x150.png\" alt=\"\" class=\"aligncenter size-thumbnail wp-image-26785\" width=\"110\" height=\"110\" srcset=\"https:\/\/www.mbigroup.it\/wp-content\/uploads\/2019\/03\/analysis-1-150x150.png 150w, https:\/\/www.mbigroup.it\/wp-content\/uploads\/2019\/03\/analysis-1-300x300.png 300w, https:\/\/www.mbigroup.it\/wp-content\/uploads\/2019\/03\/analysis-1.png 623w\" sizes=\"(max-width: 110px) 100vw, 110px\" \/><\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.17.6&#8243; background_color=&#8221;#076f84&#8243; use_background_color_gradient=&#8221;on&#8221; background_color_gradient_direction=&#8221;231deg&#8221; background_color_gradient_stops=&#8221;rgba(28,108,140,0.93) 0%|#31635d 100%&#8221; background_color_gradient_start=&#8221;rgba(28,108,140,0.38)&#8221; background_color_gradient_end=&#8221;rgba(63,119,22,0.51)&#8221; background_image=&#8221;https:\/\/www.mbigroup.it\/wp-content\/uploads\/2020\/04\/power-plant-powerschedo.jpg&#8221; background_blend=&#8221;multiply&#8221; custom_padding=&#8221;4%||4%|&#8221; hover_enabled=&#8221;0&#8243; custom_css_main_element=&#8221;padding-top: 20px;&#8221; global_colors_info=&#8221;{}&#8221; alt=&#8221;powerschedo &#8211; energy optimizing tools&#8221; title_text=&#8221;Wind turbine with coal power plant&#8221; sticky_enabled=&#8221;0&#8243;][et_pb_row _builder_version=&#8221;4.16&#8243; custom_margin=&#8221;2%|||&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.16&#8243; custom_padding=&#8221;|||&#8221; global_colors_info=&#8221;{}&#8221; custom_padding__hover=&#8221;|||&#8221;][et_pb_text _builder_version=&#8221;4.16&#8243; text_orientation=&#8221;center&#8221; background_layout=&#8221;dark&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2 style=\"font-size: 3.5em;\">Portfolio management<\/h2>\n<p>[\/et_pb_text][et_pb_cta button_url=&#8221;#analysis-demo&#8221; admin_label=&#8221;pulsante &#8211; prenota una demo gratuita&#8221; _builder_version=&#8221;4.16&#8243; header_text_color=&#8221;#ffffff&#8221; use_background_color=&#8221;off&#8221; custom_button=&#8221;on&#8221; button_text_color=&#8221;#ffffff&#8221; button_bg_color=&#8221;#1AABD9&#8243; button_border_width=&#8221;0&#8243; button_border_radius=&#8221;27&#8243; button_font=&#8221;|600|||||||&#8221; button_icon=&#8221;&#x33;||divi||400&#8243; background_layout=&#8221;light&#8221; custom_css_promo_button=&#8221;padding-left:4%;||padding-right:4%;&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2 style=\"color:white !important;\">forecast | renewable productions | hedging price volatility | risk management for imbalance<\/h2>\n<p>[\/et_pb_cta][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.16&#8243; global_colors_info=&#8221;{}&#8221;][et_pb_row column_structure=&#8221;1_2,1_2&#8243; _builder_version=&#8221;4.16&#8243; custom_padding=&#8221;|4%||4%&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;1_2&#8243; _builder_version=&#8221;4.16&#8243; custom_padding=&#8221;|||&#8221; global_colors_info=&#8221;{}&#8221; custom_padding__hover=&#8221;|||&#8221;][et_pb_blurb use_icon=&#8221;on&#8221; font_icon=&#8221;&#xe100;||divi||400&#8243; icon_color=&#8221;#1AABD9&#8243; icon_placement=&#8221;left&#8221; image_icon_width=&#8221;70px&#8221; admin_label=&#8221;Make or buy&#8221; _builder_version=&#8221;4.16&#8243; icon_font_size=&#8221;70px&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h3 style=\"color: #1AABD9;\"><strong><span class=\" author-d-iz88z86z86za0dz67zz78zz78zz74zz68zjz80zz71z9iz90za3u7z76zz67z3rdeda1z79zz68zm206mz90zfz73zrwz70zz122zz83zz69zz83zh\">Generation portfolio <\/span><\/strong><\/h3>\n<div><span class=\" author-d-iz88z86z86za0dz67zz78zz78zz74zz68zjz80zz71z9iz90za3u7z76zz67z3rdeda1z79zz68zm206mz90zfz73zrwz70zz122zz83zz69zz83zh\">Power generation portfolio can be effectively handled using:<\/span><\/div>\n<ul class=\"listtype-bullet listindent1 list-bullet1\">\n<li><span class=\" author-d-iz88z86z86za0dz67zz78zz78zz74zz68zjz80zz71z9iz90za3u7z76zz67z3rdeda1z79zz68zm206mz90zfz73zrwz70zz122zz83zz69zz83zh\">algorithms to <\/span><span class=\" author-d-iz88z86z86za0dz67zz78zz78zz74zz68zjz80zz71z9iz90za3u7z76zz67z3rdeda1z79zz68zm206mz90zfz73zrwz70zz122zz83zz69zz83zh\"><b>forecast renewable productions<\/b><\/span><\/li>\n<li><span class=\" author-d-iz88z86z86za0dz67zz78zz78zz74zz68zjz80zz71z9iz90za3u7z76zz67z3rdeda1z79zz68zm206mz90zfz73zrwz70zz122zz83zz69zz83zh\"><b>hedging<\/b><\/span><span class=\" author-d-iz88z86z86za0dz67zz78zz78zz74zz68zjz80zz71z9iz90za3u7z76zz67z3rdeda1z79zz68zm206mz90zfz73zrwz70zz122zz83zz69zz83zh\"> techniques to handle price volatility of conventional power plants<\/span><\/li>\n<li><span class=\" author-d-iz88z86z86za0dz67zz78zz78zz74zz68zjz80zz71z9iz90za3u7z76zz67z3rdeda1z79zz68zm206mz90zfz73zrwz70zz122zz83zz69zz83zh\"><b>risk management<\/b><\/span><span class=\" author-d-iz88z86z86za0dz67zz78zz78zz74zz68zjz80zz71z9iz90za3u7z76zz67z3rdeda1z79zz68zm206mz90zfz73zrwz70zz122zz83zz69zz83zh\"> techniques to minimize the imbalance costs<\/span><\/li>\n<\/ul>\n<p>[\/et_pb_blurb][\/et_pb_column][et_pb_column type=&#8221;1_2&#8243; _builder_version=&#8221;4.16&#8243; custom_padding=&#8221;|||&#8221; global_colors_info=&#8221;{}&#8221; custom_padding__hover=&#8221;|||&#8221;][et_pb_blurb image=&#8221;https:\/\/www.mbigroup.it\/wp-content\/uploads\/2019\/10\/power-plant-2.png&#8221; icon_placement=&#8221;left&#8221; image_icon_width=&#8221;103%&#8221; admin_label=&#8221;Powerschedo for Market Analysis&#8221; _builder_version=&#8221;4.16&#8243; background_enable_color=&#8221;off&#8221; width=&#8221;98%&#8221; custom_padding=&#8221;0px|||0px||&#8221; child_filter_hue_rotate=&#8221;5deg&#8221; child_filter_brightness=&#8221;105%&#8221; child_filter_contrast=&#8221;104%&#8221; custom_css_blurb_image=&#8221;width:100px;&#8221; image_max_width=&#8221;103%&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h3 style=\"color: #1AABD9;\"><strong><span class=\" author-d-iz88z86z86za0dz67zz78zz78zz74zz68zjz80zz71z9iz90za3u7z76zz67z3rdeda1z79zz68zm206mz90zfz73zrwz70zz122zz83zz69zz83zh\">Intraborder power exchanges and net positions<\/strong><\/h3>\n<p><span class=\" author-d-iz88z86z86za0dz67zz78zz78zz74zz68zjz80zz71z9iz90za3u7z76zz67z3rdeda1z79zz68zm206mz90zfz73zrwz70zz122zz83zz69zz83zh\">The <\/span><span class=\" author-d-iz88z86z86za0dz67zz78zz78zz74zz68zjz80zz71z9iz90za3u7z76zz67z3rdeda1z79zz68zm206mz90zfz73zrwz70zz122zz83zz69zz83zh\"><b>CWE<\/b><\/span><span class=\" author-d-iz88z86z86za0dz67zz78zz78zz74zz68zjz80zz71z9iz90za3u7z76zz67z3rdeda1z79zz68zm206mz90zfz73zrwz70zz122zz83zz69zz83zh\"> energy markets are linked with a transmission network modelled with a <\/span><span class=\" author-d-iz88z86z86za0dz67zz78zz78zz74zz68zjz80zz71z9iz90za3u7z76zz67z3rdeda1z79zz68zm206mz90zfz73zrwz70zz122zz83zz69zz83zh\"><b>PTDF<\/b><\/span><span class=\" author-d-iz88z86z86za0dz67zz78zz78zz74zz68zjz80zz71z9iz90za3u7z76zz67z3rdeda1z79zz68zm206mz90zfz73zrwz70zz122zz83zz69zz83zh\"> matrix. \u00a0Data analysis is widely used to monitor and forecast the <\/span><span class=\" author-d-iz88z86z86za0dz67zz78zz78zz74zz68zjz80zz71z9iz90za3u7z76zz67z3rdeda1z79zz68zm206mz90zfz73zrwz70zz122zz83zz69zz83zh\"><b>capacity <\/b><\/span><span class=\" author-d-iz88z86z86za0dz67zz78zz78zz74zz68zjz80zz71z9iz90za3u7z76zz67z3rdeda1z79zz68zm206mz90zfz73zrwz70zz122zz83zz69zz83zh\">of the high-voltage interconnection and the <\/span><span class=\" author-d-iz88z86z86za0dz67zz78zz78zz74zz68zjz80zz71z9iz90za3u7z76zz67z3rdeda1z79zz68zm206mz90zfz73zrwz70zz122zz83zz69zz83zh\"><b>net position<\/b><\/span><span class=\" author-d-iz88z86z86za0dz67zz78zz78zz74zz68zjz80zz71z9iz90za3u7z76zz67z3rdeda1z79zz68zm206mz90zfz73zrwz70zz122zz83zz69zz83zh\"> of each country.<\/span><\/p>\n<p>[\/et_pb_blurb][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=&#8221;1_2,1_2&#8243; _builder_version=&#8221;4.16&#8243; custom_padding=&#8221;|4%||4%&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;1_2&#8243; _builder_version=&#8221;4.16&#8243; custom_padding=&#8221;|||&#8221; global_colors_info=&#8221;{}&#8221; custom_padding__hover=&#8221;|||&#8221;][et_pb_blurb image=&#8221;https:\/\/www.mbigroup.it\/wp-content\/uploads\/2019\/10\/graph.png&#8221; icon_placement=&#8221;left&#8221; image_icon_width=&#8221;70px&#8221; admin_label=&#8221;Make or buy&#8221; _builder_version=&#8221;4.16&#8243; filter_hue_rotate=&#8221;3deg&#8221; filter_saturate=&#8221;124%&#8221; filter_brightness=&#8221;103%&#8221; image_max_width=&#8221;70px&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h3 style=\"color:#1AABD9;\"><strong>Analyse  and forecast the power market dynamics<\/strong><\/h3>\n<p>All these to say that data analysis is one of the main tools that support business growth in term of traded volume and hubs served.<\/p>\n<p>[\/et_pb_blurb][\/et_pb_column][et_pb_column type=&#8221;1_2&#8243; _builder_version=&#8221;4.16&#8243; custom_padding=&#8221;|||&#8221; global_colors_info=&#8221;{}&#8221; custom_padding__hover=&#8221;|||&#8221;][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; module_class=&#8221;analysis-types&#8221; _builder_version=&#8221;4.16&#8243; background_color=&#8221;#1AABD9&#8243; use_background_color_gradient=&#8221;on&#8221; background_color_gradient_stops=&#8221;rgba(0,0,0,0.7) 0%|rgba(0,0,0,0.7) 100%&#8221; background_color_gradient_overlays_image=&#8221;on&#8221; background_color_gradient_start=&#8221;rgba(0,0,0,0.7)&#8221; background_color_gradient_end=&#8221;rgba(0,0,0,0.7)&#8221; background_image=&#8221;https:\/\/www.mbigroup.it\/wp-content\/uploads\/2019\/03\/analiza_multidimensionala.jpg&#8221; custom_padding=&#8221;||5%|&#8221; custom_css_main_element=&#8221;padding-top: 20px;||padding-bottom: 20px;&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row _builder_version=&#8221;4.16&#8243; background_size=&#8221;initial&#8221; background_position=&#8221;top_left&#8221; background_repeat=&#8221;repeat&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.16&#8243; custom_padding=&#8221;|||&#8221; global_colors_info=&#8221;{}&#8221; custom_padding__hover=&#8221;|||&#8221;][et_pb_text _builder_version=&#8221;4.16&#8243; text_orientation=&#8221;center&#8221; background_layout=&#8221;dark&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2 style=\"font-size: 3.5em;\">Data\u00a0Collection<\/h2>\n<p>[\/et_pb_text][et_pb_divider show_divider=&#8221;off&#8221; _builder_version=&#8221;4.16&#8243; height=&#8221;5px&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_divider][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=&#8221;1_3,1_3,1_3&#8243; _builder_version=&#8221;4.16&#8243; background_size=&#8221;initial&#8221; background_position=&#8221;top_left&#8221; background_repeat=&#8221;repeat&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;1_3&#8243; _builder_version=&#8221;4.16&#8243; custom_padding=&#8221;|||&#8221; global_colors_info=&#8221;{}&#8221; custom_padding__hover=&#8221;|||&#8221;][et_pb_blurb title=&#8221;CWE&#8221; use_icon=&#8221;on&#8221; font_icon=&#8221;&#x45;||divi||400&#8243; icon_color=&#8221;#ffffff&#8221; icon_placement=&#8221;left&#8221; admin_label=&#8221;Previsione del segni di sbilanciamento macro-zonale&#8221; _builder_version=&#8221;4.16&#8243; background_layout=&#8221;dark&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>CWE is made of 5 different countries &#8211; Austria, Belgium, France, Germany and the Netherlands &#8211; and counts up to 9 different TSO.<\/p>\n<div class=\"analysis-separator\"><\/div>\n<p>elia, rte, tiwag, verbund, vkw, enbw, amprion, 50 hertz, tennet[\/et_pb_blurb][et_pb_blurb title=&#8221;Transparency report&#8221; use_icon=&#8221;on&#8221; font_icon=&#8221;&#x45;||divi||400&#8243; icon_color=&#8221;#ffffff&#8221; icon_placement=&#8221;left&#8221; admin_label=&#8221;Previsione dei volumi di sbilanciamento&#8221; _builder_version=&#8221;4.16&#8243; background_layout=&#8221;dark&#8221; global_colors_info=&#8221;{}&#8221;]<span class=\" author-d-iz88z86z86za0dz67zz78zz78zz74zz68zjz80zz71z9iz90za3u7z76zz67z3rdeda1z79zz68zm206mz90zfz73zrwz70zz122zz83zz69zz83zh\">Almost all the public data published by the TSOs are organized into the ENTSO-E platform called &#8220;Transparency report&#8221;, whilst other specific open data are available onto the TSOs website. Collecting all these data, cleaning and normalization, storing into a database: this is a three-step process enabling any data science analysis.<\/span><\/p>\n<div class=\"analysis-separator\"><span class=\"thread-121841420264534858831729 attrcomment attrcommentfirst thread-121841420264534858831729-first author-d-iz88z86z86za0dz67zz78zz78zz74zz68zjz80zz71z9iz90za3u7z76zz67z3rdeda1z79zz68zm206mz90zfz73zrwz70zz122zz83zz69zz83zh\"><span class=\"comment-extra-inner-span\">Power BI, qlik view, sas, sap, oracle, tableu<\/span><\/span><\/div>\n<p>&nbsp;[\/et_pb_blurb][\/et_pb_column][et_pb_column type=&#8221;1_3&#8243; _builder_version=&#8221;4.16&#8243; custom_padding=&#8221;|||&#8221; global_colors_info=&#8221;{}&#8221; custom_padding__hover=&#8221;|||&#8221;][et_pb_image src=&#8221;https:\/\/www.mbigroup.it\/wp-content\/uploads\/2019\/10\/graphs-data-collection-tr.png&#8221; _builder_version=&#8221;4.16&#8243; width=&#8221;99%&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][\/et_pb_column][et_pb_column type=&#8221;1_3&#8243; _builder_version=&#8221;4.16&#8243; custom_padding=&#8221;|||&#8221; global_colors_info=&#8221;{}&#8221; custom_padding__hover=&#8221;|||&#8221;][et_pb_blurb title=&#8221;Advanced analytics &#8221; use_icon=&#8221;on&#8221; font_icon=&#8221;&#x45;||divi||400&#8243; icon_color=&#8221;#ffffff&#8221; icon_placement=&#8221;left&#8221; admin_label=&#8221;Previsione delle penali di sbilanciamento&#8221; _builder_version=&#8221;4.16&#8243; background_layout=&#8221;dark&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>Advanced analytics can be performed using many programming languages, providing actionable insights using artificial intelligence and optimization<\/p>\n<div class=\"analysis-separator\"><\/div>\n<p>python, r, matlab, julia[\/et_pb_blurb][et_pb_blurb title=&#8221;Business-intelligence&#8221; use_icon=&#8221;on&#8221; font_icon=&#8221;&#x45;||divi||400&#8243; icon_color=&#8221;#ffffff&#8221; icon_placement=&#8221;left&#8221; admin_label=&#8221;Previsione dei volumi di sbilanciamento&#8221; _builder_version=&#8221;4.16&#8243; background_layout=&#8221;dark&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><span style=\"font-size: 14px;\">Performing business-intelligence is probably the most used tool to analyse market data: reports, on-line charts, sharing the power markets fundamentals across the company&#8217;s departments.<\/span><\/p>\n<p><span class=\" author-d-iz88z86z86za0dz67zz78zz78zz74zz68zjz80zz71z9iz90za3u7z76zz67z3rdeda1z79zz68zm206mz90zfz73zrwz70zz122zz83zz69zz83zh\"><\/span><\/p>\n<div class=\"analysis-separator\"><span class=\"thread-121841420264534858831729 attrcomment attrcommentfirst thread-121841420264534858831729-first author-d-iz88z86z86za0dz67zz78zz78zz74zz68zjz80zz71z9iz90za3u7z76zz67z3rdeda1z79zz68zm206mz90zfz73zrwz70zz122zz83zz69zz83zh\"><span class=\"comment-extra-inner-span\">Power BI, qlik view, sas, sap, oracle, tableu<\/span><\/span><\/div>\n<p>&nbsp;<\/p>\n<p>[\/et_pb_blurb][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.16&#8243; global_colors_info=&#8221;{}&#8221;][et_pb_row _builder_version=&#8221;4.16&#8243; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.16&#8243; global_colors_info=&#8221;{}&#8221;][et_pb_image src=&#8221;https:\/\/www.mbigroup.it\/wp-content\/uploads\/2019\/10\/graphs-data-collection-1.png&#8221; _builder_version=&#8221;4.16&#8243; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][et_pb_text _builder_version=&#8221;4.16&#8243; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h4 style=\"text-align: center;line-height:150%;\">PowerSchedO for data collection is the specific solution designed and developed to help any market analyst to build a bullet-proof database of power markets data. At today, the data sources properly handled are: entso-e, elia, jao, terna, epex-spot, omie, gme.<\/h4>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; admin_label=&#8221;Contacut us &#8211; powerschedo&#8221; _builder_version=&#8221;4.17.4&#8243; use_background_color_gradient=&#8221;on&#8221; background_color_gradient_stops=&#8221;rgba(0,0,0,0.3) 0%|rgba(119,119,119,0.39) 100%&#8221; background_color_gradient_overlays_image=&#8221;on&#8221; background_color_gradient_start=&#8221;rgba(0,0,0,0.3)&#8221; background_color_gradient_end=&#8221;rgba(119,119,119,0.39)&#8221; background_image=&#8221;https:\/\/www.mbigroup.it\/wp-content\/uploads\/2018\/12\/market-analysis-template.jpg&#8221; background_blend=&#8221;multiply&#8221; custom_css_main_element=&#8221;padding-top: 6% !important;||padding-bottom: 6% !important;&#8221; saved_tabs=&#8221;all&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row admin_label=&#8221;Download document&#8221; _builder_version=&#8221;4.16&#8243; custom_css_main_element=&#8221;padding-top: 0px !important;||padding-bottom: 0px !important;&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.16&#8243; custom_padding=&#8221;|||&#8221; global_colors_info=&#8221;{}&#8221; custom_padding__hover=&#8221;|||&#8221;][et_pb_cta url_new_window=&#8221;on&#8221; button_text=&#8221;Scarica l\u2019approfondimento&#8221; _builder_version=&#8221;4.17.6&#8243; use_background_color=&#8221;off&#8221; custom_button=&#8221;on&#8221; button_text_size=&#8221;20px&#8221; button_text_color=&#8221;#ffffff&#8221; button_bg_color=&#8221;#0c71c3&#8243; button_border_color=&#8221;rgba(0,0,0,0)&#8221; button_border_radius=&#8221;37px&#8221; button_font=&#8221;|600|||||||&#8221; button_icon=&#8221;&#xe092;||divi||400&#8243; hover_enabled=&#8221;0&#8243; global_colors_info=&#8221;{}&#8221; sticky_enabled=&#8221;0&#8243;]<\/p>\n<h3 style=\"text-align: center; line-height: 150%;\"><em>Power<strong>SchedO<\/strong><\/em> for Data Collection is kept always updated in order to follow any market evolution or any changes in data format. Further, other data sources can be added following our customers&#8217; requests.<\/h3>\n<h3 style=\"text-align: center; line-height: 150%;\"><em>Power<strong>SchedO<\/strong><\/em> for Data Collection is the specific solution designed and developed to help any market analyst to build a bullet-proof database of power markets data<\/h3>\n<p>[\/et_pb_cta][et_pb_divider show_divider=&#8221;off&#8221; admin_label=&#8221;Demo (ID)&#8221; module_id=&#8221;demo&#8221; _builder_version=&#8221;4.16&#8243; height=&#8221;2px&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_divider][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>PowerSchedO for Data CollectionData analysis is one of the fundamental tools used by people working on energy trading, whether they act on retail or wholesale markets Portfolio managementforecast | renewable productions | hedging price volatility | risk management for imbalanceGeneration portfolio Power generation portfolio can be effectively handled using: algorithms to forecast renewable productions hedging [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"class_list":["post-28185","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/www.mbigroup.it\/en\/wp-json\/wp\/v2\/pages\/28185","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.mbigroup.it\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.mbigroup.it\/en\/wp-json\/wp\/v2\/types\/page"}],"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=28185"}],"version-history":[{"count":0,"href":"https:\/\/www.mbigroup.it\/en\/wp-json\/wp\/v2\/pages\/28185\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.mbigroup.it\/en\/wp-json\/wp\/v2\/media?parent=28185"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}