{"id":88,"date":"2020-06-11T11:48:42","date_gmt":"2020-06-11T11:48:42","guid":{"rendered":"http:\/\/danielavellaordonez.com\/?post_type=fw-portfolio&#038;p=88"},"modified":"2026-03-30T15:35:59","modified_gmt":"2026-03-30T15:35:59","slug":"engineering-dashboard","status":"publish","type":"fw-portfolio","link":"https:\/\/danielavellaordonez.com\/fr\/project\/engineering-dashboard\/","title":{"rendered":"Engineering Signal Analytics Dashboard"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"88\" class=\"elementor elementor-88\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-f51d3fc elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f51d3fc\" 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-23d83a3\" data-id=\"23d83a3\" 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-7a690c6 elementor-widget elementor-widget-image\" data-id=\"7a690c6\" 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<img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/danielavellaordonez.com\/wp-content\/uploads\/2020\/06\/Designer-1-1024x683.png\" class=\"attachment-large size-large wp-image-411\" alt=\"\" srcset=\"https:\/\/danielavellaordonez.com\/wp-content\/uploads\/2020\/06\/Designer-1-1024x683.png 1024w, https:\/\/danielavellaordonez.com\/wp-content\/uploads\/2020\/06\/Designer-1-600x400.png 600w, https:\/\/danielavellaordonez.com\/wp-content\/uploads\/2020\/06\/Designer-1-300x200.png 300w, https:\/\/danielavellaordonez.com\/wp-content\/uploads\/2020\/06\/Designer-1-768x512.png 768w, https:\/\/danielavellaordonez.com\/wp-content\/uploads\/2020\/06\/Designer-1-18x12.png 18w, https:\/\/danielavellaordonez.com\/wp-content\/uploads\/2020\/06\/Designer-1.png 1536w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\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-cf308d6 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"cf308d6\" 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-66556b1\" data-id=\"66556b1\" 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-082e23a animated-slow elementor-invisible elementor-widget elementor-widget-breezycv-info-list\" data-id=\"082e23a\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;}\" data-widget_type=\"breezycv-info-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"info-list\"><ul><li><span class=\"title\">Description<\/span><span class=\"value\">The project demonstrates cybersecurity as a fundamental element of modern engineering, especially in energy and infrastructure systems. It underscores the importance of proactive security design and response, with lessons applicable to systems, electrical, and energy engineering roles.<\/span><\/li><li><span class=\"title\">Role<\/span><span class=\"value\">In this project, I independently served as the systems and electrical engineering developer, responsible for the full design, implementation, and deployment of the dashboard. I developed the data ingestion and preprocessing workflow, implemented statistical analysis techniques such as mean and standard deviation calculations, and applied engineering\u2011standard anomaly detection logic based on \u03bc \u00b1 k\u03c3 thresholds. I designed an interactive user interface using Streamlit that allows real\u2011time signal selection, sensitivity adjustment, and time\u2011window analysis, and created dynamic, high\u2011resolution visualizations with Plotly to effectively communicate system behavior and detected anomalies. In addition, I implemented robust CSV validation and upload handling, managed application state, and deployed the project as a publicly accessible application using Streamlit Cloud, integrated with a personal portfolio website.<\/span><\/li><li><span class=\"title\">Impact<\/span><span class=\"value\">The Engineering Signal Analytics Dashboard demonstrates a strong connection between core electrical engineering theory and practical, software\u2011driven system monitoring solutions. By translating statistical signal analysis concepts into an interactive, real\u2011time visualization tool, the project showcases applied skills relevant to power systems monitoring, renewable energy analytics, and industrial control environments. The dashboard highlights proficiency in data\u2011driven engineering analysis, fault detection methods, and technical visualization, while also reflecting best practices in software design and deployment. As a portfolio project, it provides a clear example of how engineering principles can be transformed into scalable, user\u2011focused analytical tools, establishing a solid foundation for future extensions such as advanced fault classification, real\u2011time sensor integration, or frequency stability analysis.<\/span><\/li><\/ul><\/div>\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>","protected":false},"featured_media":408,"template":"","fw-portfolio-category":[6,5],"class_list":["post-88","fw-portfolio","type-fw-portfolio","status-publish","has-post-thumbnail","hentry","fw-portfolio-category-detailed","fw-portfolio-category-mockups"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/danielavellaordonez.com\/fr\/wp-json\/wp\/v2\/fw-portfolio\/88","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/danielavellaordonez.com\/fr\/wp-json\/wp\/v2\/fw-portfolio"}],"about":[{"href":"https:\/\/danielavellaordonez.com\/fr\/wp-json\/wp\/v2\/types\/fw-portfolio"}],"version-history":[{"count":30,"href":"https:\/\/danielavellaordonez.com\/fr\/wp-json\/wp\/v2\/fw-portfolio\/88\/revisions"}],"predecessor-version":[{"id":501,"href":"https:\/\/danielavellaordonez.com\/fr\/wp-json\/wp\/v2\/fw-portfolio\/88\/revisions\/501"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/danielavellaordonez.com\/fr\/wp-json\/wp\/v2\/media\/408"}],"wp:attachment":[{"href":"https:\/\/danielavellaordonez.com\/fr\/wp-json\/wp\/v2\/media?parent=88"}],"wp:term":[{"taxonomy":"fw-portfolio-category","embeddable":true,"href":"https:\/\/danielavellaordonez.com\/fr\/wp-json\/wp\/v2\/fw-portfolio-category?post=88"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}