{"id":778,"date":"2022-04-20T16:00:04","date_gmt":"2022-04-20T16:00:04","guid":{"rendered":"https:\/\/labs.ri.cmu.edu\/moonranger\/?p=778"},"modified":"2022-04-20T16:00:04","modified_gmt":"2022-04-20T16:00:04","slug":"active-thermal-management","status":"publish","type":"post","link":"https:\/\/labs.ri.cmu.edu\/moonranger\/active-thermal-management\/","title":{"rendered":"Active Thermal Management"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"778\" class=\"elementor elementor-778\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-48abbda9 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"48abbda9\" data-element_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-3ecc600d\" data-id=\"3ecc600d\" data-element_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-c79ae1c elementor-widget elementor-widget-text-editor\" data-id=\"c79ae1c\" data-element_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><span style=\"font-weight: 400\">The rover must actively regulate its interior temperature while polar surface temperatures vary by 250 degrees and solar-electric power generation varies from zero to 70 watts. Although the rover has impressive passive thermal regulation, it could not possibly maintain its electronics at the even, moderate operating temperatures without (1) determining the temperatures of its electronic components, (2) altering its bearing to increase or decrease sun-warming and solar power generation, and (3) switching components on\/off or putting computers into altered power modes to reduce heat generation, and (4) actively heating with resistive heaters, and thermal management software to actively regulate temperatures. These four capabilities constitute MoonRanger\u2019s Active Thermal Management.\u00a0\u00a0<\/span><\/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-f1d0ca1 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f1d0ca1\" data-element_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-9e29005\" data-id=\"9e29005\" data-element_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-4ee6684 elementor-widget elementor-widget-text-editor\" data-id=\"4ee6684\" data-element_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><span style=\"font-weight: 400\">(1) 13 thermistors are placed at strategic locations to measure temperatures on or near computers, batteries, electronic boards, cameras and motors.\u00a0 <\/span><\/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-93f2bc2 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"93f2bc2\" data-element_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-78be1dd\" data-id=\"78be1dd\" data-element_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-4ad2714 elementor-widget elementor-widget-image\" data-id=\"4ad2714\" data-element_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<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"640\" height=\"425\" src=\"https:\/\/labs.ri.cmu.edu\/moonranger\/wp-content\/uploads\/sites\/24\/2022\/04\/Thermistors.png\" class=\"attachment-medium_large size-medium_large wp-image-781\" alt=\"\" srcset=\"https:\/\/labs.ri.cmu.edu\/moonranger\/wp-content\/uploads\/sites\/24\/2022\/04\/Thermistors.png 640w, https:\/\/labs.ri.cmu.edu\/moonranger\/wp-content\/uploads\/sites\/24\/2022\/04\/Thermistors-300x199.png 300w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Figure 1: Thermistors<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\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-6de9a4a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6de9a4a\" data-element_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-ae046dc\" data-id=\"ae046dc\" data-element_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-42307d0 elementor-widget elementor-widget-text-editor\" data-id=\"42307d0\" data-element_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><span style=\"font-weight: 400\">(2) The 1350 watts\/m^2 of sunpower on the Moon adds heat to the rover in addition to the solar-electric power it generates. The areas of exposed surfaces and their incidences to the sun are quite dependent on the rover\u2019s bearing relative to the sun. While driving\u00a0 these bearings are governed a great deal by navigation planning. Beyond navigation considerations, the rover\u2019s bearings are altered by thermal considerations that regulate its temperature. The rover can steer, slows, or even stop in a favored orientation to heat or cool itself. In MoonRanger this capability is coded as an autonomous behavior since the rover must operate for long periods of time without communication to Earth, and in some cases operate autonomously beyond communication range with its lander.\u00a0\u00a0<\/span><\/p><p><span style=\"font-weight: 400\">(3) When thermistors indicate that an individual component within MoonRanger is too cold or hot, the thermal management algorithm assesses that and takes action at the device level. For instance, the rover\u2019s TX2i computer can be commanded to operate at several wattage power consumption levels that correspond to several levels of performance. If that computer is too hot for operations, then the algorithm will reduce its power consumption (heat generation) by throttling its performance. The autonomy algorithm makes decisions to thermally protect the rover and complete the mission.\u00a0<\/span><\/p><p><span style=\"font-weight: 400\">The TX2i enforces thermal survival and can override the rover\u2019s systems if needed. In single component recovery, the thermal autonomy algorithm can override MoonRanger\u2019s schmitt triggers heaters. The heaters are ordinarily regulated passively by schmitt triggers, meaning that there is typically no computing behind these regulating heater mechanisms. There are thresholds that turn the heaters on and off for nominal regulation. However, the thermal regulation algorithm can override the system and correct it if necessary.\u00a0 <\/span><\/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-fdb95d4 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"fdb95d4\" data-element_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-e544c00\" data-id=\"e544c00\" data-element_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-ff6b07c elementor-widget elementor-widget-image\" data-id=\"ff6b07c\" data-element_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<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"768\" height=\"432\" src=\"https:\/\/labs.ri.cmu.edu\/moonranger\/wp-content\/uploads\/sites\/24\/2022\/04\/Single-Component-Recovery-768x432.png\" class=\"attachment-medium_large size-medium_large wp-image-779\" alt=\"\" srcset=\"https:\/\/labs.ri.cmu.edu\/moonranger\/wp-content\/uploads\/sites\/24\/2022\/04\/Single-Component-Recovery-768x432.png 768w, https:\/\/labs.ri.cmu.edu\/moonranger\/wp-content\/uploads\/sites\/24\/2022\/04\/Single-Component-Recovery-300x169.png 300w, https:\/\/labs.ri.cmu.edu\/moonranger\/wp-content\/uploads\/sites\/24\/2022\/04\/Single-Component-Recovery.png 960w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Figure 2: Pseudo-code; c1 and h1 are the initial temperature thresholds for the heater to be on or off; if it reaches past that point, the algorithm kicks in. <\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\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-1b89f87 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1b89f87\" data-element_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-3f2c597\" data-id=\"3f2c597\" data-element_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-17770a6 elementor-widget elementor-widget-text-editor\" data-id=\"17770a6\" data-element_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><span style=\"font-weight: 400\">In Multiple Component recovery, multiple adjacent heaters will be turned on or off when single component recovery is not sufficient enough to bring it within safe temperatures. For instance, if the IMU (Inertial measurement unit) is too cold and overriding the schmitt triggers does not warm it enough, then adjacent heaters of other components, the Tx2, LOAF and NSS DPM can be turned on.\u00a0<\/span><\/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-482fcc4 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"482fcc4\" data-element_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-04cbd94\" data-id=\"04cbd94\" data-element_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-c5fb6d1 elementor-widget elementor-widget-image\" data-id=\"c5fb6d1\" data-element_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<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"768\" height=\"417\" src=\"https:\/\/labs.ri.cmu.edu\/moonranger\/wp-content\/uploads\/sites\/24\/2022\/04\/Thermal-Table-768x417.png\" class=\"attachment-medium_large size-medium_large wp-image-782\" alt=\"\" srcset=\"https:\/\/labs.ri.cmu.edu\/moonranger\/wp-content\/uploads\/sites\/24\/2022\/04\/Thermal-Table-768x417.png 768w, https:\/\/labs.ri.cmu.edu\/moonranger\/wp-content\/uploads\/sites\/24\/2022\/04\/Thermal-Table-300x163.png 300w, https:\/\/labs.ri.cmu.edu\/moonranger\/wp-content\/uploads\/sites\/24\/2022\/04\/Thermal-Table-1024x556.png 1024w, https:\/\/labs.ri.cmu.edu\/moonranger\/wp-content\/uploads\/sites\/24\/2022\/04\/Thermal-Table-1536x834.png 1536w, https:\/\/labs.ri.cmu.edu\/moonranger\/wp-content\/uploads\/sites\/24\/2022\/04\/Thermal-Table-2048x1112.png 2048w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Figure 3: Table of adjacent components\u2019 heaters that will be turned on if the object in the \u201ccomponent\u201d column is too cold. <\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\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-589cbfd elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"589cbfd\" data-element_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-eebfb78\" data-id=\"eebfb78\" data-element_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-65f741a elementor-widget elementor-widget-text-editor\" data-id=\"65f741a\" data-element_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><span style=\"font-weight: 400\">The algorithm also has a contingency plan for MoonRanger\u2019s worst case scenario- if single component and multiple component recovery are not sufficient in bringing the rover to an appropriate temperature. In this case, the algorithm will direct MoonRanger to stop, turn toward the sun with its solar array, charge and heat. This is called whole robot recovery.\u00a0<\/span><\/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-11c855d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"11c855d\" data-element_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-71b8c5e\" data-id=\"71b8c5e\" data-element_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-a153db8 elementor-widget elementor-widget-image\" data-id=\"a153db8\" data-element_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<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"432\" src=\"https:\/\/labs.ri.cmu.edu\/moonranger\/wp-content\/uploads\/sites\/24\/2022\/04\/Stop-Turn-Algo-768x432.png\" class=\"attachment-medium_large size-medium_large wp-image-780\" alt=\"\" srcset=\"https:\/\/labs.ri.cmu.edu\/moonranger\/wp-content\/uploads\/sites\/24\/2022\/04\/Stop-Turn-Algo-768x432.png 768w, https:\/\/labs.ri.cmu.edu\/moonranger\/wp-content\/uploads\/sites\/24\/2022\/04\/Stop-Turn-Algo-300x169.png 300w, https:\/\/labs.ri.cmu.edu\/moonranger\/wp-content\/uploads\/sites\/24\/2022\/04\/Stop-Turn-Algo.png 960w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Figure 4: Pseudo code that defines and directs MoonRanger to turn toward the sun and charge.<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\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-3767d40 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3767d40\" data-element_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-3b81a3b\" data-id=\"3b81a3b\" data-element_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-12365c3 elementor-widget elementor-widget-text-editor\" data-id=\"12365c3\" data-element_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><span style=\"font-weight: 400\">MoonRanger\u2019s most thermally sensitive electrical components are its batteries. These must remain above 0 C to accept charge and below 35C to preclude overheating. The highest priority and last resort of the thermal management system &#8211; by all the measures presented here &#8211; is to protect these batteries by maintaining their temperatures in the viable range for rover survival.\u00a0<\/span><\/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-bd757ab elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"bd757ab\" data-element_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-c5353a7\" data-id=\"c5353a7\" data-element_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-6e86be2 elementor-widget elementor-widget-text-editor\" data-id=\"6e86be2\" data-element_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><span style=\"font-weight: 400\">Interviewed: Paulo Fisch and <\/span><span style=\"font-weight: 400\">Srinivasan Vijayarangan<\/span><\/p><p><span style=\"font-weight: 400\">Technical writer: Kerry Mills <\/span><\/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<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>The rover must actively regulate its interior temperature while polar surface temperatures vary by 250 degrees and solar-electric power generation varies from zero to 70 watts. Although the rover has impressive passive thermal regulation, it could not possibly maintain its electronics at the even, moderate operating temperatures without (1) determining the temperatures of its electronic &hellip; <a href=\"https:\/\/labs.ri.cmu.edu\/moonranger\/active-thermal-management\/\">Continued<\/a><\/p>\n","protected":false},"author":28,"featured_media":779,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[33],"tags":[],"class_list":["post-778","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-thermal"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Active Thermal Management - MoonRanger<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/labs.ri.cmu.edu\/moonranger\/active-thermal-management\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Active Thermal Management - MoonRanger\" \/>\n<meta property=\"og:description\" content=\"The rover must actively regulate its interior temperature while polar surface temperatures vary by 250 degrees and solar-electric power generation varies from zero to 70 watts. Although the rover has impressive passive thermal regulation, it could not possibly maintain its electronics at the even, moderate operating temperatures without (1) determining the temperatures of its electronic &hellip; Continued\" \/>\n<meta property=\"og:url\" content=\"https:\/\/labs.ri.cmu.edu\/moonranger\/active-thermal-management\/\" \/>\n<meta property=\"og:site_name\" content=\"MoonRanger\" \/>\n<meta property=\"article:published_time\" content=\"2022-04-20T16:00:04+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/labs.ri.cmu.edu\/moonranger\/wp-content\/uploads\/sites\/24\/2022\/04\/Single-Component-Recovery.png\" \/>\n\t<meta property=\"og:image:width\" content=\"960\" \/>\n\t<meta property=\"og:image:height\" content=\"540\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"rohilb\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"rohilb\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/labs.ri.cmu.edu\/moonranger\/active-thermal-management\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/labs.ri.cmu.edu\/moonranger\/active-thermal-management\/\"},\"author\":{\"name\":\"rohilb\",\"@id\":\"https:\/\/labs.ri.cmu.edu\/moonranger\/#\/schema\/person\/5d5bf7620f4a4011e2654dee6cbad36f\"},\"headline\":\"Active Thermal Management\",\"datePublished\":\"2022-04-20T16:00:04+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/labs.ri.cmu.edu\/moonranger\/active-thermal-management\/\"},\"wordCount\":675,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/labs.ri.cmu.edu\/moonranger\/#organization\"},\"image\":{\"@id\":\"https:\/\/labs.ri.cmu.edu\/moonranger\/active-thermal-management\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/labs.ri.cmu.edu\/moonranger\/wp-content\/uploads\/sites\/24\/2022\/04\/Single-Component-Recovery.png\",\"articleSection\":[\"Thermal\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/labs.ri.cmu.edu\/moonranger\/active-thermal-management\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/labs.ri.cmu.edu\/moonranger\/active-thermal-management\/\",\"url\":\"https:\/\/labs.ri.cmu.edu\/moonranger\/active-thermal-management\/\",\"name\":\"Active Thermal Management - MoonRanger\",\"isPartOf\":{\"@id\":\"https:\/\/labs.ri.cmu.edu\/moonranger\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/labs.ri.cmu.edu\/moonranger\/active-thermal-management\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/labs.ri.cmu.edu\/moonranger\/active-thermal-management\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/labs.ri.cmu.edu\/moonranger\/wp-content\/uploads\/sites\/24\/2022\/04\/Single-Component-Recovery.png\",\"datePublished\":\"2022-04-20T16:00:04+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/labs.ri.cmu.edu\/moonranger\/active-thermal-management\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/labs.ri.cmu.edu\/moonranger\/active-thermal-management\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/labs.ri.cmu.edu\/moonranger\/active-thermal-management\/#primaryimage\",\"url\":\"https:\/\/labs.ri.cmu.edu\/moonranger\/wp-content\/uploads\/sites\/24\/2022\/04\/Single-Component-Recovery.png\",\"contentUrl\":\"https:\/\/labs.ri.cmu.edu\/moonranger\/wp-content\/uploads\/sites\/24\/2022\/04\/Single-Component-Recovery.png\",\"width\":960,\"height\":540,\"caption\":\"Figure 2: Pseudo-code; c1 and h1 are the initial temperature thresholds for the heater to be on or off; if it reaches past that point, the algorithm kicks in.\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/labs.ri.cmu.edu\/moonranger\/active-thermal-management\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/labs.ri.cmu.edu\/moonranger\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Active Thermal Management\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/labs.ri.cmu.edu\/moonranger\/#website\",\"url\":\"https:\/\/labs.ri.cmu.edu\/moonranger\/\",\"name\":\"MoonRanger\",\"description\":\"Carnegie Mellon Space Initiative\",\"publisher\":{\"@id\":\"https:\/\/labs.ri.cmu.edu\/moonranger\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/labs.ri.cmu.edu\/moonranger\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/labs.ri.cmu.edu\/moonranger\/#organization\",\"name\":\"MoonRanger\",\"url\":\"https:\/\/labs.ri.cmu.edu\/moonranger\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/labs.ri.cmu.edu\/moonranger\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/labs.ri.cmu.edu\/moonranger\/wp-content\/uploads\/sites\/24\/2021\/05\/logo.png\",\"contentUrl\":\"https:\/\/labs.ri.cmu.edu\/moonranger\/wp-content\/uploads\/sites\/24\/2021\/05\/logo.png\",\"width\":537,\"height\":84,\"caption\":\"MoonRanger\"},\"image\":{\"@id\":\"https:\/\/labs.ri.cmu.edu\/moonranger\/#\/schema\/logo\/image\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\/\/labs.ri.cmu.edu\/moonranger\/#\/schema\/person\/5d5bf7620f4a4011e2654dee6cbad36f\",\"name\":\"rohilb\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/labs.ri.cmu.edu\/moonranger\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/58f4020d9139e31d995420f00ce4ef3bf604aadd9179553fa3fc85186d56062e?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/58f4020d9139e31d995420f00ce4ef3bf604aadd9179553fa3fc85186d56062e?s=96&d=mm&r=g\",\"caption\":\"rohilb\"},\"url\":\"https:\/\/labs.ri.cmu.edu\/moonranger\/author\/rohilb\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Active Thermal Management - MoonRanger","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/labs.ri.cmu.edu\/moonranger\/active-thermal-management\/","og_locale":"en_US","og_type":"article","og_title":"Active Thermal Management - MoonRanger","og_description":"The rover must actively regulate its interior temperature while polar surface temperatures vary by 250 degrees and solar-electric power generation varies from zero to 70 watts. 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