{"id":6893,"date":"2021-03-11T15:56:52","date_gmt":"2021-03-11T15:56:52","guid":{"rendered":"https:\/\/swefc.unm.edu\/iamf\/?page_id=6893"},"modified":"2026-05-01T19:40:24","modified_gmt":"2026-05-01T19:40:24","slug":"life-cycle-costing-risk-based-decision-making-data-management","status":"publish","type":"page","link":"https:\/\/swefc.unm.edu\/iamf\/life-cycle-costing-risk-based-decision-making-data-management\/","title":{"rendered":"Life Cycle Costing \/ Risk Based Decision Making \/ Data Management"},"content":{"rendered":"<p>[et_pb_section fb_built=&#8221;1&#8243; custom_padding_last_edited=&#8221;on|tablet&#8221; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; positioning=&#8221;none&#8221; horizontal_offset_tablet=&#8221;&#8221; horizontal_offset_phone=&#8221;&#8221; horizontal_offset_last_edited=&#8221;on|tablet&#8221; custom_margin=&#8221;0px||||false|false&#8221; custom_margin_tablet=&#8221;&#8221; custom_margin_phone=&#8221;&#8221; custom_margin_last_edited=&#8221;on|desktop&#8221; custom_padding=&#8221;0px|||0px|false|false&#8221; custom_padding_tablet=&#8221;|||25px|false|false&#8221; custom_padding_phone=&#8221;&#8221; da_disable_devices=&#8221;off|off|off&#8221; global_colors_info=&#8221;{}&#8221; custom_padding__hover_enabled=&#8221;on|desktop&#8221; custom_padding__hover=&#8221;0px|||0px|false|false&#8221; theme_builder_area=&#8221;post_content&#8221; da_is_popup=&#8221;off&#8221; da_exit_intent=&#8221;off&#8221; da_has_close=&#8221;on&#8221; da_alt_close=&#8221;off&#8221; da_dark_close=&#8221;off&#8221; da_not_modal=&#8221;on&#8221; da_is_singular=&#8221;off&#8221; da_with_loader=&#8221;off&#8221; da_has_shadow=&#8221;on&#8221;][et_pb_row _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; width=&#8221;100%&#8221; global_colors_info=&#8221;{}&#8221; theme_builder_area=&#8221;post_content&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221; theme_builder_area=&#8221;post_content&#8221;][et_pb_text _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; text_font_size=&#8221;16px&#8221; global_colors_info=&#8221;{}&#8221; theme_builder_area=&#8221;post_content&#8221;]<\/p>\n<h2>Data Management<\/h2>\n<p>&nbsp;<\/p>\n<p><span data-contrast=\"none\">Operational procedures and maintenance activities\u00a0must\u00a0be documented in\u00a0a way that makes sense to the utility and provides records that are easily accessed.\u00a0Some options for data management include:<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"33\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:780,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"none\">A\u00a0written program<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"33\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:780,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"none\">A\u00a0generic\u00a0computer-based\u00a0program<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"33\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:780,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"none\">A\u00a0computerized maintenance management system (CMMS.)\u00a0<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"none\">Any type of written or electronic maintenance program needs to include a mechanism to document the work\u00a0that\u00a0has been completed,\u00a0so managers can track maintenance activities and\u00a0costs\u00a0on an individual asset basis.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">A\u00a0utility\u00a0can have a lot of data and\u00a0very little\u00a0knowledge if the data is incomplete,\u00a0poor quality, inaccessible, or the wrong type.\u00a0Staff\u00a0must\u00a0determine\u00a0what data is needed to make good\u00a0management\u00a0decisions for\u00a0the assets, where that data will be stored,\u00a0and who should have access to it. Once those decisions are made,\u00a0they\u00a0should\u00a0be communicated\u00a0with the staff.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Just as there\u00a0might\u00a0be data that is needed and is not collected, there\u00a0might\u00a0be data that is collected but not needed. If data is not useful for operations, maintenance, or capital decision-making,\u00a0and there is no other compelling reason to obtain the data, it should no longer be collected.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Utility staff\u00a0should consider data gathering and decision-making to be a cyclical process. Data will be collected and analyzed to gain knowledge and inform the decision-making process. These\u00a0analyses will also point out weaknesses in the data, data quality, or data storage system.\u00a0Utility staff\u00a0can\u00a0evaluate and\u00a0address\u00a0weaknesses and\u00a0repeat\u00a0the process. For the first several years of the cycle, considerable gains will be made in the ability to make decisions about the right way to manage the assets each time through the\u00a0data gathering and decision-making\u00a0cycle. After that, the system will still make gains, but the increments will be smaller.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">A data decision-making cycle that includes data collection, data analysis, decision-making, and action followed by data collection, data analysis, revised decision, and action can be used to address many operational and managerial concerns within a system.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Data collection will look different for each phase of the\u00a0asset&#8217;s\u00a0life cycle.<\/span><\/p>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221; theme_builder_area=&#8221;post_content&#8221;]<\/p>\n<h3>Table 2 &#8211; Data collection tools that might be used in each Life Cycle Phase<\/h3>\n<p>[\/et_pb_text][dvmd_table_maker tbl_row_header_count=&#8221;0&#8243; tbl_chead_cell_color=&#8221;#2ea3f2&#8243; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; tbl_chead_text_font=&#8221;|700|||||||&#8221; background_color=&#8221;#000000&#8243; hover_enabled=&#8221;0&#8243; border_width_all=&#8221;2px&#8221; border_color_all=&#8221;RGBA(0,0,0,0)&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221; border_width_all__hover=&#8221;2px&#8221; border_width_all__hover_enabled=&#8221;on|hover&#8221; theme_builder_area=&#8221;post_content&#8221; tbl_tcell_text_font_size=&#8221;16px&#8221; sticky_enabled=&#8221;0&#8243;][dvmd_table_maker_item col_label=&#8221;Life Cycle Phase&#8221; col_content=&#8221;<Strong>Life Cycle Phase<\/Strong><br \/>\n<strong>Planning<\/strong><br \/>\n<strong>Design<\/strong><br \/>\n<strong>Construction<\/strong><br \/>\n<strong>O&#038;M<\/strong><br \/>\n<strong>Repair<\/strong><br \/>\n<strong>Rehabilitation<\/strong><br \/>\n<strong>Replacement<\/strong><br \/>\n<strong>Disposal<\/strong>&#8221; col_chead_cell_color=&#8221;#2ea3f2 &#8221; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221; theme_builder_area=&#8221;post_content&#8221;][\/dvmd_table_maker_item][dvmd_table_maker_item col_label=&#8221;Data Collection&#8221; col_content=&#8221;<strong>Data Collection<\/strong><br \/>\nSystem needs, growth rates, environmental conditions, general location information, possible options for construction<br \/>\nInformation from other systems (roads, utilities, etc.)<br \/>\nAs-built drawings<br \/>\nOperational procedures, maintenance activities, costs, staff time to complete<br \/>\nTrack all repair information: asset repaired, date, how it was repaired, repair costs, repair time<br \/>\nRehabilitation is often completed by a third party. System will want cost information and estimated asset life extension.<br \/>\nReplacement costs, reason for replacement<br \/>\nDisposal options and costs &#8221; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221; theme_builder_area=&#8221;post_content&#8221;][\/dvmd_table_maker_item][dvmd_table_maker_item col_label=&#8221;Data Management&#8221; col_content=&#8221;<strong>Data Management<\/strong><br \/>\nWidely available to system and community for input<br \/>\nEasily shareable with engineers and contractors<br \/>\nIncorporated into mapping system<br \/>\nUsed internally, accessible to operators, maintenance crews and managers<br \/>\nUsed internally, accessible to operators, maintenance crews and managers<br \/>\nUsed internally, accessible to managers<br \/>\nUsed internally, accessible to managers<br \/>\nUsed internally, accessible to managers&#8221; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221; theme_builder_area=&#8221;post_content&#8221;][\/dvmd_table_maker_item][\/dvmd_table_maker][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Data Management &nbsp; Operational procedures and maintenance activities\u00a0must\u00a0be documented in\u00a0a way that makes sense to the utility and provides records that are easily accessed.\u00a0Some options for data management include:\u00a0 A\u00a0written program\u00a0 A\u00a0generic\u00a0computer-based\u00a0program\u00a0 A\u00a0computerized maintenance management system (CMMS.)\u00a0\u00a0 Any type of written or electronic maintenance program needs to include a mechanism to document the work\u00a0that\u00a0has been completed,\u00a0so managers can track maintenance activities and\u00a0costs\u00a0on an individual asset basis.\u00a0 A\u00a0utility\u00a0can have a lot of data and\u00a0very little\u00a0knowledge if the data is incomplete,\u00a0poor quality, inaccessible, or the wrong type.\u00a0Staff\u00a0must\u00a0determine\u00a0what data is needed to make good\u00a0management\u00a0decisions for\u00a0the assets, where that data will be stored,\u00a0and who should have access to it. Once those decisions are made,\u00a0they\u00a0should\u00a0be communicated\u00a0with the staff.\u00a0 Just as there\u00a0might\u00a0be data that is needed and is not collected, there\u00a0might\u00a0be data that is collected but not needed. If data is not useful for operations, maintenance, or capital decision-making,\u00a0and there is no other compelling reason to obtain the data, it should no longer be collected.\u00a0 Utility staff\u00a0should consider data gathering and decision-making to be a cyclical process. Data will be collected and analyzed to gain knowledge and inform the decision-making process. These\u00a0analyses will also point out weaknesses in the data, data quality, or data storage system.\u00a0Utility [&hellip;]<\/p>\n","protected":false},"author":1,"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":"<!-- wp:divi\/placeholder \/-->","_et_gb_content_width":"","footnotes":""},"class_list":["post-6893","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Life Cycle Costing \/ Risk Based Decision Making \/ Data Management - Integrated Asset Management Framework<\/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:\/\/swefc.unm.edu\/iamf\/life-cycle-costing-risk-based-decision-making-data-management\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Life Cycle Costing \/ Risk Based Decision Making \/ Data Management - Integrated Asset Management Framework\" \/>\n<meta property=\"og:description\" content=\"Data Management &nbsp; Operational procedures and maintenance activities\u00a0must\u00a0be documented in\u00a0a way that makes sense to the utility and provides records that are easily accessed.\u00a0Some options for data management include:\u00a0 A\u00a0written program\u00a0 A\u00a0generic\u00a0computer-based\u00a0program\u00a0 A\u00a0computerized maintenance management system (CMMS.)\u00a0\u00a0 Any type of written or electronic maintenance program needs to include a mechanism to document the work\u00a0that\u00a0has been completed,\u00a0so managers can track maintenance activities and\u00a0costs\u00a0on an individual asset basis.\u00a0 A\u00a0utility\u00a0can have a lot of data and\u00a0very little\u00a0knowledge if the data is incomplete,\u00a0poor quality, inaccessible, or the wrong type.\u00a0Staff\u00a0must\u00a0determine\u00a0what data is needed to make good\u00a0management\u00a0decisions for\u00a0the assets, where that data will be stored,\u00a0and who should have access to it. Once those decisions are made,\u00a0they\u00a0should\u00a0be communicated\u00a0with the staff.\u00a0 Just as there\u00a0might\u00a0be data that is needed and is not collected, there\u00a0might\u00a0be data that is collected but not needed. If data is not useful for operations, maintenance, or capital decision-making,\u00a0and there is no other compelling reason to obtain the data, it should no longer be collected.\u00a0 Utility staff\u00a0should consider data gathering and decision-making to be a cyclical process. Data will be collected and analyzed to gain knowledge and inform the decision-making process. 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