{"id":2743,"date":"2020-02-05T15:54:14","date_gmt":"2020-02-05T15:54:14","guid":{"rendered":"http:\/\/141.23.68.248\/wp\/?page_id=2743"},"modified":"2021-01-25T10:08:56","modified_gmt":"2021-01-25T10:08:56","slug":"integrated-maintenance-planning-strategies","status":"publish","type":"page","link":"http:\/\/141.23.68.248\/wp\/?page_id=2743","title":{"rendered":"2. Integrated maintenance planning strategies"},"content":{"rendered":"<h2>Sim function<\/h2>\n<p style=\"text-align: justify;\">With the implementation of the <strong>sim function<\/strong> in the code it was possible to calculate the interdepencies for the interfaces of infrastructure and energy. Because of our analysed <strong><a href=\"http:\/\/141.23.68.248\/wp\/?page_id=2732\">interdependencies<\/a><\/strong> the following sim functions are implemented:<\/p>\n<p style=\"text-align: justify;\">1. It is either possible to <strong>maintain the dam<\/strong> <strong>or<\/strong> the <strong>offshore wind turbine<\/strong> at the same time, because <strong>otherwise no energy<\/strong> is provided for the seawater reverse osmosis nor the tunnel.<br \/>\n2. For functionating infrastructure a second sim function has been implemented, because <strong>without a dam and a tunnel<\/strong> were is <strong>no working infrastructure<\/strong> anymore.<\/p>\n<p style=\"text-align: justify;\">The results of the sim functions<strong> marks the year<\/strong> when nevertheless either the <strong>infrastructure<\/strong> systems or the <strong>energy<\/strong> systems are <strong>maintained at the same time<\/strong>. As you can see of the results on the code below this problem happens for the <strong>infrastructure 9 out of 100 years<\/strong> and for the <strong>energy 18 out of 100 years<\/strong>.<\/p>\n<p><a href=\"http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2020\/02\/maintenance_sim_results.png\"><img loading=\"lazy\" decoding=\"async\" class=\" size-full wp-image-3223 aligncenter\" src=\"http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2020\/02\/maintenance_sim_results.png\" alt=\"maintenance_sim_results\" width=\"270\" height=\"74\" \/><\/a><\/p>\n<p><em>Figure 1: Code results of sim functions energy and infrastructure<\/em><\/p>\n<p style=\"text-align: justify;\">So, for <strong>9 Years alternative infrastructure routes<\/strong> have to be provided. Otherwise people cannot cross the river. For the seawater reverse osmosis plant and the tunnel <strong>alternative energy sources<\/strong> has to be provided in a <strong>total of 18 years<\/strong>. Consequences would be no provided drinking water and disregarding from no electricity for emergencies lights the air condition wouldn&#8217;t work in the tunnel. This could mean that it is dangerous to use the tunnel for this time, because of carbon monoxide poison.<\/p>\n<h2>Timelines of maintenance interventions<\/h2>\n<p style=\"text-align: justify;\">Each System on its own need a maintenance strategy to optimize the system. In the bigger context it is also necessary to integrate the subsystems in a big system where all parameters are dependent from each other.<\/p>\n<h3><span style=\"color: #000000;\">Dam<\/span><\/h3>\n<p style=\"text-align: justify;\">The total life time of a dam focused on the gate counts <strong>50 years<\/strong>.<br \/>\nFor further information for the maintenance strategies go to domain subpage: <a href=\"http:\/\/141.23.68.248\/wp\/?page_id=2723\">dam<\/a><\/p>\n<p>\u00a0<a href=\"http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2020\/02\/Maintenance.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-2800\" src=\"http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2020\/02\/Maintenance.png\" alt=\"maintenance_dam_gate\" width=\"714\" height=\"541\" srcset=\"http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2020\/02\/Maintenance.png 714w, http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2020\/02\/Maintenance-300x227.png 300w, http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2020\/02\/Maintenance-520x394.png 520w\" sizes=\"auto, (max-width: 714px) 100vw, 714px\" \/><\/a><\/p>\n<p><em>Figure<span style=\"color: #000000;\"> 2:<\/span> Timeline of expected maintenance interventions for the dam (maximal and minimal)<br \/>\n<\/em><\/p>\n<h3>Offshore Wind Turbine<\/h3>\n<p style=\"text-align: justify;\">The total life time of an offshore wind turbine counts <strong>30 years<\/strong>.<br \/>\nFor further information for the maintenance strategies go to domain subpage: <a href=\"http:\/\/141.23.68.248\/wp\/?page_id=2734\">Offshore wind tubine<\/a><\/p>\n<p><a href=\"http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2020\/02\/timeline_owt.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-3224\" src=\"http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2020\/02\/timeline_owt.png\" alt=\"timeline_owt\" width=\"700\" height=\"199\" srcset=\"http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2020\/02\/timeline_owt.png 700w, http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2020\/02\/timeline_owt-300x85.png 300w, http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2020\/02\/timeline_owt-520x148.png 520w\" sizes=\"auto, (max-width: 700px) 100vw, 700px\" \/><\/a><\/p>\n<p><em>Figure<span style=\"color: #000000;\"> 3<\/span>: Timeline of expected maintenance interventions for the offshore wind turbine<\/em><\/p>\n<h3>Seawater Reverse Osmosis Plant<\/h3>\n<p>The total life time of a seawater reverse osmosis plants counts <strong>20 years<\/strong>.<br \/>\nFor further information for the maintenance strategies go to domain subpage: <a href=\"http:\/\/141.23.68.248\/wp\/?page_id=2746\">Seawater reverse osmosis plant<\/a><\/p>\n<p><a href=\"http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2020\/02\/tineline_RO1.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-large wp-image-3225\" src=\"http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2020\/02\/tineline_RO1-1024x169.png\" alt=\"tineline_ro\" width=\"1024\" height=\"169\" srcset=\"http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2020\/02\/tineline_RO1-1024x169.png 1024w, http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2020\/02\/tineline_RO1-300x50.png 300w, http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2020\/02\/tineline_RO1-520x86.png 520w, http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2020\/02\/tineline_RO1-740x122.png 740w, http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2020\/02\/tineline_RO1.png 1247w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/p>\n<p><em>Figure<span style=\"color: #000000;\"> 4:<\/span> Timeline of expected maintenance interventions for the seawater reverse osmosis plant<\/em><\/p>\n<h3>Tunnel<\/h3>\n<p>The total life time of a tunnel counts<strong> 100 years<\/strong>.<br \/>\nFor further information for the maintenance strategies go to domain subpage: <a href=\"http:\/\/141.23.68.248\/wp\/?page_id=2736\">tunnel<\/a><\/p>\n<p><a href=\"http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2020\/02\/timeline_tunnel.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-large wp-image-3226\" src=\"http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2020\/02\/timeline_tunnel-1024x211.png\" alt=\"timeline_tunnel\" width=\"1024\" height=\"211\" srcset=\"http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2020\/02\/timeline_tunnel-1024x211.png 1024w, http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2020\/02\/timeline_tunnel-300x62.png 300w, http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2020\/02\/timeline_tunnel-520x107.png 520w, http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2020\/02\/timeline_tunnel-740x152.png 740w, http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2020\/02\/timeline_tunnel.png 1216w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/p>\n<p><em>Figure 5: Timeline of expected maintenance interventions for the tunnel<\/em><\/p>\n<p style=\"text-align: justify;\">The basis of the maintenance strategies of each subsystem itself, leads in the integration context to the following results. One assumption, which has been made here, is that the <strong>overall focused life span is now 100 years<\/strong>. This is necessary because of the <strong>leading system of the tunnel<\/strong>.<\/p>\n<h2>Pareto plots<\/h2>\n<p style=\"text-align: justify;\">After integrating the maintenance strategies for all systems the following pareto plots were visualized for the main system and as well as for all systems. For the<strong> main system<\/strong> just the systems <strong><span style=\"color: #000000;\">dam, tunnel and seawater reverse osmosis<\/span><\/strong> are considered. The <strong>offshore wind turbine<\/strong> is in this case a <strong>alternative<\/strong>, because the dam can also provide energy. The preference used in general are: <b>minimal costs, minimal duration, maximal\u00a0time between interventions<\/b>. At first the focus will be on <strong>all systems<\/strong>.<\/p>\n<p style=\"text-align: left;\"><a href=\"http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2020\/02\/AllSys_dur_costs.png\"><img loading=\"lazy\" decoding=\"async\" class=\" size-full wp-image-3233 aligncenter\" src=\"http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2020\/02\/AllSys_dur_costs.png\" alt=\"allsys_dur_costs\" width=\"389\" height=\"415\" srcset=\"http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2020\/02\/AllSys_dur_costs.png 389w, http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2020\/02\/AllSys_dur_costs-281x300.png 281w\" sizes=\"auto, (max-width: 389px) 100vw, 389px\" \/><\/a> <em>Figure 6: Pareto plot all systems costs to duration<\/em><\/p>\n<p style=\"text-align: justify;\">Considering the preference of <strong>minimal\u00a0 costs and minimal duration time<\/strong> it makes sense that the <strong>optimal point for all systems<\/strong> is just on the left down corner. But it is not really flexible as a system option to follow and more of an overall goal, which could be on the long term considered. These <strong>preferences together<\/strong> are <strong>very strong and not flexible<\/strong>.<br \/>\n<a href=\"http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2020\/02\/AllSys_dur_int.mean_.png\"><img loading=\"lazy\" decoding=\"async\" class=\" size-large wp-image-3234 aligncenter\" src=\"http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2020\/02\/AllSys_dur_int.mean_.png\" alt=\"allsys_dur_int-mean\" width=\"389\" height=\"415\" srcset=\"http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2020\/02\/AllSys_dur_int.mean_.png 389w, http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2020\/02\/AllSys_dur_int.mean_-281x300.png 281w\" sizes=\"auto, (max-width: 389px) 100vw, 389px\" \/><\/a><em>Figure 7: Pareto plots all systems intervall (mean) to duration<\/em><\/p>\n<p style=\"text-align: justify;\">For the <strong>duration time (days)<\/strong> compared to the <strong>interval time (years)<\/strong> a pareto plot has been visualized, which is shown in figure 7. The preferences here are<strong> minimal duration time<\/strong> and <strong>maximal interval time<\/strong>, which should led idealy to minimal costs. The systems <strong>offshore wind turbine<\/strong> and seawater <strong>reverse osmosis<\/strong> plant<strong> both have interventions<\/strong> with an interval\u00a0<strong>of one year<\/strong>, which explains the pareto points visualized yearly. In general the<strong> duration is not equal to the downtime<\/strong>. Because for some maintenance actions like the inspection of the tunnel the system don&#8217;t need a shutdown. For the specific downtime considering the effectivity of the systems during maintenance is refered to the different subpages of the <a href=\"http:\/\/141.23.68.248\/wp\/?page_id=3177\">domain<\/a>.<\/p>\n<p style=\"text-align: justify;\"><a href=\"http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2020\/02\/AllSys_int.mean_costs.png\"><img loading=\"lazy\" decoding=\"async\" class=\"  wp-image-3235 aligncenter\" src=\"http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2020\/02\/AllSys_int.mean_costs-961x1024.png\" alt=\"allsys_int-mean_costs\" width=\"522\" height=\"623\" \/><\/a><em>Figure 8: Pareto plot all systems costs to intervall (mean)<\/em><\/p>\n<p style=\"text-align: justify;\">For the analysis of the <strong>intervall (mean) time (years)<\/strong> and the <strong>costs (euro)<\/strong> another pareto plot is provided and shown in figure 8. The used preferences are <strong>minimal costs<\/strong> and <strong>maximal\u00a0<\/strong><b>interval<\/b>\u00a0time. Therefore a lot of optimal solution could be found as shown in figure 8.<\/p>\n<p>\u00a0The pareto plots for the <strong>main system<\/strong> are visualized in the following.<a href=\"http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2020\/02\/MainSys_dur_sim.dam_.png\"><img loading=\"lazy\" decoding=\"async\" class=\" size-large wp-image-3237 aligncenter\" src=\"http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2020\/02\/MainSys_dur_sim.dam_.png\" alt=\"mainsys_dur_sim-dam\" width=\"389\" height=\"415\" srcset=\"http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2020\/02\/MainSys_dur_sim.dam_.png 389w, http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2020\/02\/MainSys_dur_sim.dam_-281x300.png 281w\" sizes=\"auto, (max-width: 389px) 100vw, 389px\" \/><\/a><em>Figure 9: Pareto plot main system duration time to simultan maintenance obtained for the energy<\/em><\/p>\n<p style=\"text-align: justify;\">The <strong>duration time<\/strong> is considered in days per year and the maintenance problem with the <strong>simultanious interventions<\/strong> give the <strong>exact year in the life span <\/strong>of the whole system. So, considering the results means that for lower duration time the parallel maintenance of the energy systems happens in year 8. For longer duration time it already occured in year 7.<br \/>\n<a href=\"http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2020\/02\/MainSyy_dur_int.mean_.png\"><img loading=\"lazy\" decoding=\"async\" class=\"  wp-image-3238 aligncenter\" src=\"http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2020\/02\/MainSyy_dur_int.mean_.png\" alt=\"mainsyy_dur_int-mean\" width=\"389\" height=\"415\" srcset=\"http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2020\/02\/MainSyy_dur_int.mean_.png 389w, http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2020\/02\/MainSyy_dur_int.mean_-281x300.png 281w\" sizes=\"auto, (max-width: 389px) 100vw, 389px\" \/><\/a>Figure 10: <em>Pareto plot main system intervall (mean) to duration time<\/em><\/p>\n<p style=\"text-align: justify;\">The pareto plot above shows only one option because the preferences are to<strong> maximize the interval<\/strong> and <strong>minimize the duration time<\/strong>.<\/p>\n<p style=\"text-align: justify;\">The hereby deduced results of the integrated maintenance planning strategies are furthermore analysed in the <a href=\"http:\/\/141.23.68.248\/wp\/?page_id=2748\">Life cycle analysis<\/a> and the <a href=\"http:\/\/141.23.68.248\/wp\/?page_id=2751\">multi objective optimization<\/a>.<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Sim function With the implementation of the sim function in the code it was possible to calculate the interdepencies for the interfaces of infrastructure and energy. Because of our analysed interdependencies the following sim functions<a class=\"read-more\" href=\"http:\/\/141.23.68.248\/wp\/?page_id=2743\">Continue reading<\/a><\/p>\n","protected":false},"author":47,"featured_media":0,"parent":2732,"menu_order":0,"comment_status":"closed","ping_status":"open","template":"","meta":{"footnotes":""},"class_list":["post-2743","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"http:\/\/141.23.68.248\/wp\/index.php?rest_route=\/wp\/v2\/pages\/2743","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/141.23.68.248\/wp\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"http:\/\/141.23.68.248\/wp\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"http:\/\/141.23.68.248\/wp\/index.php?rest_route=\/wp\/v2\/users\/47"}],"replies":[{"embeddable":true,"href":"http:\/\/141.23.68.248\/wp\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2743"}],"version-history":[{"count":21,"href":"http:\/\/141.23.68.248\/wp\/index.php?rest_route=\/wp\/v2\/pages\/2743\/revisions"}],"predecessor-version":[{"id":3475,"href":"http:\/\/141.23.68.248\/wp\/index.php?rest_route=\/wp\/v2\/pages\/2743\/revisions\/3475"}],"up":[{"embeddable":true,"href":"http:\/\/141.23.68.248\/wp\/index.php?rest_route=\/wp\/v2\/pages\/2732"}],"wp:attachment":[{"href":"http:\/\/141.23.68.248\/wp\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2743"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}