{"id":83,"date":"2024-11-13T14:58:51","date_gmt":"2024-11-13T14:58:51","guid":{"rendered":"https:\/\/wp.lancs.ac.uk\/net0i\/?page_id=83"},"modified":"2026-01-07T09:07:42","modified_gmt":"2026-01-07T09:07:42","slug":"energy-dashboard","status":"publish","type":"page","link":"https:\/\/wp.lancs.ac.uk\/net0i\/energy-dashboard\/","title":{"rendered":"Energy Dashboard"},"content":{"rendered":"<p><img fetchpriority=\"high\" decoding=\"async\" class=\"aligncenter wp-image-85 size-full\" src=\"http:\/\/wp.lancs.ac.uk\/net0i\/files\/2024\/11\/2024-11-13-4.png\" alt=\"Benchmarks\" width=\"1290\" height=\"891\" srcset=\"https:\/\/wp.lancs.ac.uk\/net0i\/files\/2024\/11\/2024-11-13-4.png 1290w, https:\/\/wp.lancs.ac.uk\/net0i\/files\/2024\/11\/2024-11-13-4-300x207.png 300w, https:\/\/wp.lancs.ac.uk\/net0i\/files\/2024\/11\/2024-11-13-4-1024x707.png 1024w, https:\/\/wp.lancs.ac.uk\/net0i\/files\/2024\/11\/2024-11-13-4-768x530.png 768w\" sizes=\"(max-width: 1290px) 100vw, 1290px\" \/><\/p>\n<p><strong>demo<\/strong>: <a href=\"https:\/\/dashboard.christianremy.com\">https:\/\/dashboard.christianremy.com\/<\/a><\/p>\n<p><strong>github<\/strong>: <a href=\"https:\/\/github.com\/ChristianAoC\/energy-dashboard\/\">https:\/\/github.com\/ChristianAoC\/energy-dashboard\/\u00a0<\/a><\/p>\n<p><span data-contrast=\"auto\">Energy management in corporate settings and public organisations is a complex subject that involves gathering, analysing, and interpreting vast amounts of energy data. Making such data accessible enables stakeholders to discuss potential savings, identify waste in consumption, and highlight opportunities for interventions.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:0,&quot;335559737&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:279}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">As part of the <\/span><a href=\"https:\/\/wp.lancs.ac.uk\/net0i\/\"><span data-contrast=\"none\">Net0i Project,<\/span><\/a><span data-contrast=\"auto\"> we developed an interactive dashboard that takes historical energy data and displays it in different formats. Users can compare buildings with each other as well as to established industry benchmarks, search for information about specific buildings or sources of energy data readings, and see times of consumption considered not normal, i.e., particularly high, low, or simply not following expected patterns (so called \u201canomalies\u201d).<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:0,&quot;335559737&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:279}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Another important functionality is the ability to add comments to a data series, to add what we call \u201ccontext\u201d. Context enables us to explain why and whenever values are raising eyebrows; for example, a unique event that resulted in higher-than-expected energy usage for a certain period in a specific building, or an intervention by the facility manager to save energy. Such context makes it easier for inhabitants of the space to understand the sea of data, while it allows for energy managers to annotate and communicate their findings.<\/span><\/p>\n<figure id=\"attachment_84\" aria-describedby=\"caption-attachment-84\" style=\"width: 750px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"wp-image-84 size-large\" src=\"http:\/\/wp.lancs.ac.uk\/net0i\/files\/2024\/11\/2024-11-13-1024x720.png\" alt=\"Map view\" width=\"750\" height=\"527\" srcset=\"https:\/\/wp.lancs.ac.uk\/net0i\/files\/2024\/11\/2024-11-13-1024x720.png 1024w, https:\/\/wp.lancs.ac.uk\/net0i\/files\/2024\/11\/2024-11-13-300x211.png 300w, https:\/\/wp.lancs.ac.uk\/net0i\/files\/2024\/11\/2024-11-13-768x540.png 768w, https:\/\/wp.lancs.ac.uk\/net0i\/files\/2024\/11\/2024-11-13.png 1204w\" sizes=\"(max-width: 750px) 100vw, 750px\" \/><figcaption id=\"caption-attachment-84\" class=\"wp-caption-text\"><em>Start page of the dashboard, a map view to browser university buildings and see quick summaries and properties<\/em><\/figcaption><\/figure>\n<p>&nbsp;<\/p>\n<figure id=\"attachment_85\" aria-describedby=\"caption-attachment-85\" style=\"width: 750px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"wp-image-85 size-large\" src=\"http:\/\/wp.lancs.ac.uk\/net0i\/files\/2024\/11\/2024-11-13-4-1024x707.png\" alt=\"Benchmarks\" width=\"750\" height=\"518\" srcset=\"https:\/\/wp.lancs.ac.uk\/net0i\/files\/2024\/11\/2024-11-13-4-1024x707.png 1024w, https:\/\/wp.lancs.ac.uk\/net0i\/files\/2024\/11\/2024-11-13-4-300x207.png 300w, https:\/\/wp.lancs.ac.uk\/net0i\/files\/2024\/11\/2024-11-13-4-768x530.png 768w, https:\/\/wp.lancs.ac.uk\/net0i\/files\/2024\/11\/2024-11-13-4.png 1290w\" sizes=\"(max-width: 750px) 100vw, 750px\" \/><figcaption id=\"caption-attachment-85\" class=\"wp-caption-text\"><em>A comparison of buildings, here comparing energy intensity (usage per floor area), compared against industry energy consumption benchmarks to evaluate relative performance<\/em><\/figcaption><\/figure>\n<p>&nbsp;<\/p>\n<figure id=\"attachment_86\" aria-describedby=\"caption-attachment-86\" style=\"width: 750px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-86 size-large\" src=\"http:\/\/wp.lancs.ac.uk\/net0i\/files\/2024\/11\/2024-11-13-5-1024x669.png\" alt=\"Bar charts\" width=\"750\" height=\"490\" srcset=\"https:\/\/wp.lancs.ac.uk\/net0i\/files\/2024\/11\/2024-11-13-5-1024x669.png 1024w, https:\/\/wp.lancs.ac.uk\/net0i\/files\/2024\/11\/2024-11-13-5-300x196.png 300w, https:\/\/wp.lancs.ac.uk\/net0i\/files\/2024\/11\/2024-11-13-5-768x502.png 768w, https:\/\/wp.lancs.ac.uk\/net0i\/files\/2024\/11\/2024-11-13-5.png 1236w\" sizes=\"(max-width: 750px) 100vw, 750px\" \/><figcaption id=\"caption-attachment-86\" class=\"wp-caption-text\"><em>Browse and analyse any data series in the data view<\/em><\/figcaption><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>demo: https:\/\/dashboard.christianremy.com\/ github: https:\/\/github.com\/ChristianAoC\/energy-dashboard\/\u00a0 Energy management in corporate settings and public organisations is a complex subject that involves gathering, analysing, and interpreting vast amounts of energy data. Making such data accessible enables stakeholders to discuss potential savings, identify waste in consumption, and highlight opportunities for interventions.\u00a0 As part of the Net0i Project, we developed an [&hellip;]<\/p>\n","protected":false},"author":1593,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-83","page","type-page","status-publish","hentry"],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/wp.lancs.ac.uk\/net0i\/wp-json\/wp\/v2\/pages\/83","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wp.lancs.ac.uk\/net0i\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/wp.lancs.ac.uk\/net0i\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/wp.lancs.ac.uk\/net0i\/wp-json\/wp\/v2\/users\/1593"}],"replies":[{"embeddable":true,"href":"https:\/\/wp.lancs.ac.uk\/net0i\/wp-json\/wp\/v2\/comments?post=83"}],"version-history":[{"count":11,"href":"https:\/\/wp.lancs.ac.uk\/net0i\/wp-json\/wp\/v2\/pages\/83\/revisions"}],"predecessor-version":[{"id":255,"href":"https:\/\/wp.lancs.ac.uk\/net0i\/wp-json\/wp\/v2\/pages\/83\/revisions\/255"}],"wp:attachment":[{"href":"https:\/\/wp.lancs.ac.uk\/net0i\/wp-json\/wp\/v2\/media?parent=83"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}