{"id":4843,"date":"2026-06-23T18:47:32","date_gmt":"2026-06-23T17:47:32","guid":{"rendered":"https:\/\/www.growindsystems.com\/risk-management-in-wind-turbines-how-to-manage-the-technical-risks-of-a-wind-farm-fleet\/"},"modified":"2026-06-24T07:02:18","modified_gmt":"2026-06-24T06:02:18","slug":"risk-management-in-wind-turbines-how-to-manage-the-technical-risks-of-a-wind-farm-fleet","status":"publish","type":"post","link":"https:\/\/www.growindsystems.com\/en\/risk-management-in-wind-turbines-how-to-manage-the-technical-risks-of-a-wind-farm-fleet\/","title":{"rendered":"Risk Management in wind turbines: how to manage the technical risks of a wind farm fleet"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"4843\" class=\"elementor elementor-4843 elementor-4830\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-66dedad elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"66dedad\" 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-e83e2d3\" data-id=\"e83e2d3\" 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-2526a82 elementor-widget elementor-widget-text-editor\" data-id=\"2526a82\" 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<h2><strong><b>Risk Management in wind turbines: how to manage the technical risks of a wind farm fleet<\/b><\/strong><\/h2><p>By Javier Abril Lerga, co-founder of Growind Systems<\/p><p class=\"MsoNormal\"><span lang=\"ES\">In most wind farms, critical events rarely appear suddenly. They are the result of an evolution that builds up over time. And yet, when they finally occur, they always seem like a surprise.  <\/span><\/p><p> <\/p><p class=\"MsoNormal\"><span lang=\"ES\">This is the paradox of technical risk in wind energy operations: it is known, it is documented, and yet it is not managed. Over the past months we have published a ten-part series on LinkedIn on this topic, based on what we see every week working with real fleets.  <\/span>This article summarises the main ideas from that series.<\/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-fa10999 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"fa10999\" 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-e43bfba\" data-id=\"e43bfba\" 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-f835dc8 elementor-widget elementor-widget-text-editor\" data-id=\"f835dc8\" 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<h2><b><span lang=\"ES\">1. Risks don&#8217;t fail, they degrade<\/span><\/b><\/h2><p class=\"MsoNormal\"><span lang=\"ES\"> <\/span><\/p><p class=\"MsoNormal\"><span lang=\"ES\">Most of the most relevant technical risks are not linked to sudden failures, but to progressive degradation processes that have not been contained in time. The problem is not that they exist, but how they are managed. <\/span><\/p><p class=\"MsoNormal\"><span lang=\"ES\">In many cases, these risks are known: the manufacturer has identified them, the maintenance team has seen them, or the monitoring systems have detected them. Even so, their evolution is not always tracked systematically. <\/span><\/p><p class=\"MsoNormal\"><span lang=\"ES\">A key mistake often appears here: the risk is treated as if it were an incident, when in reality it is a process. An incident is managed when it occurs; a technical risk requires follow-up before, during and after its development. <\/span><\/p><p> <\/p><p class=\"MsoNormal\"><span lang=\"ES\">When there is no structured control \u2014 periodic inspections, clear intervention criteria, condition monitoring with evidence \u2014 the outcome is fairly predictable: the system absorbs degradation until it can no longer hold. When it finally fails, it seems like something isolated. But it is not: it is the accumulated consequence of degradation that was not contained in time.  <\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-160a811 elementor-widget elementor-widget-text-editor\" data-id=\"160a811\" 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<h2><b><span lang=\"ES\">2. How an uncontrolled risk evolves: the case of mainframe cracks<\/span><\/b><\/h2><p><span lang=\"ES\"> <\/span><\/p><p><span lang=\"ES\">To understand how a technical risk behaves in operation, it helps to look at a concrete case. Cracks in the mainframe follow a fairly recognisable pattern: <\/span><\/p><p><b><span lang=\"ES\">1. Origin.<\/span><\/b><span lang=\"ES\"> The problem may stem from design or manufacturing and be aggravated by operating conditions. It is there from the start, even if not visible. <\/span><\/p><p><b><span lang=\"ES\">2. Silent phase.<\/span><\/b><span lang=\"ES\"> The crack is not visible in routine visual inspection. It evolves under load. It generates no clear signal in SCADA or CMS.   <\/span><\/p><p><b><span lang=\"ES\">3. Detection.<\/span><\/b><span lang=\"ES\"> It appears in an inspection, an OEM report or a specific review. This is where the critical moment begins.  <\/span><\/p><p><b><span lang=\"ES\">4. No intervention.<\/span><\/b><span lang=\"ES\"> It is documented but not acted upon. Or partial measures are applied \u2014 containment holes, reinforcement welds \u2014 without a clear follow-up plan. The risk is known but not controlled.  <\/span><\/p><p><b><span lang=\"ES\">5. Failure.<\/span><\/b><span lang=\"ES\"> The crack reaches a critical point. The intervention can no longer wait, and its cost \u2014 in time and lost generation \u2014 is several times higher than early action would have been. <\/span><\/p><p> <\/p><p><span lang=\"ES\">The failure was not sudden: it was the predictable result of an evolution that was not contained. At none of the stages 1 to 4 was reaching failure inevitable.  <\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b239edc elementor-widget elementor-widget-image\" data-id=\"b239edc\" 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\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"525\" height=\"394\" src=\"https:\/\/www.growindsystems.com\/wp-content\/uploads\/2026\/06\/Grieta-bastidor-1024x768.jpg\" class=\"attachment-large size-large wp-image-4832\" alt=\"\" srcset=\"https:\/\/www.growindsystems.com\/wp-content\/uploads\/2026\/06\/Grieta-bastidor-1024x768.jpg 1024w, https:\/\/www.growindsystems.com\/wp-content\/uploads\/2026\/06\/Grieta-bastidor-300x225.jpg 300w, https:\/\/www.growindsystems.com\/wp-content\/uploads\/2026\/06\/Grieta-bastidor-768x576.jpg 768w, https:\/\/www.growindsystems.com\/wp-content\/uploads\/2026\/06\/Grieta-bastidor-1536x1152.jpg 1536w, https:\/\/www.growindsystems.com\/wp-content\/uploads\/2026\/06\/Grieta-bastidor-600x450.jpg 600w, https:\/\/www.growindsystems.com\/wp-content\/uploads\/2026\/06\/Grieta-bastidor.jpg 1600w\" sizes=\"(max-width: 525px) 100vw, 525px\" \/>\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<div class=\"elementor-element elementor-element-45643e9 elementor-widget elementor-widget-text-editor\" data-id=\"45643e9\" 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<h2><b><span lang=\"ES\">3. Risks arising from the process, not the component<\/span><\/b><\/h2><p><span lang=\"ES\"> <\/span><\/p><p><span lang=\"ES\">Last year we reviewed a fleet where the same turbine model had a pitch failure rate three times higher in some wind farms than in others. Same manufacturer, same technology, different result. <\/span><\/p><p><span lang=\"ES\">The difference was not in the hydraulic cylinders. It was in how they were maintained. <\/span><\/p><p><span lang=\"ES\">When we analyse risks in operating wind farms, the same pattern always appears: hub leaks that have been &#8220;under control&#8221; for months, fans out of service that become normalised, damaged cables that never get prioritised.<\/span><\/p><p><span lang=\"ES\">These risks do not usually arise in the design or manufacturing phase. They arise in the operation of the machines. And that has an important implication: <b>they can be contained through maintenance<\/b>.  <\/span><\/p><p><span lang=\"ES\">They are risks associated with use, operating conditions and, in many cases, how maintenance tasks are carried out. They do not usually appear suddenly: small leaks, incipient wear, repetitive anomalies that, if not addressed in a structured way, end up developing further. <\/span><\/p><p><span lang=\"ES\">Sometimes the owner has no direct ability to influence how the maintenance contractor carries out tasks. But that does not eliminate their responsibility. If you have the risks identified, you also have an obligation to follow up, to request evidence, to detect when something is not progressing as it should.    <\/span><\/p><p> <\/p><p><span lang=\"ES\">That is where it is decided whether the risk is controlled or allowed to evolve.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f54daab elementor-widget elementor-widget-text-editor\" data-id=\"f54daab\" 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<h2><b><span lang=\"ES\">4. &#8220;The risk is under control.&#8221; Are you sure?<\/span><\/b><\/h2><p><span lang=\"ES\"> <\/span><\/p><p><span lang=\"ES\">One of the phrases we hear most often in wind farm audits is: &#8220;we already have that risk under control.&#8221; When we ask to see the history, the intervention criteria and the follow-up evidence&#8230; the silence says more than any answer. <\/span><\/p><p><span lang=\"ES\">Having a risk identified is not the same as having it managed. In many organisations, managing technical risks starts \u2014 and ends \u2014 with a list. <\/span><\/p><p><span lang=\"ES\">For a risk to be truly managed, it needs:<\/span><\/p><ul style=\"margin-top: 0cm;\" type=\"disc\"><li><b>A clear definition, without ambiguity<\/b><\/li><li><b>A concrete scope: technology, wind farms, machines<\/b><\/li><li><b>A history that allows its evolution to be understood<\/b><\/li><li><b>A supervision plan: who, how and when it is reviewed<\/b><\/li><li><b>Concrete containment actions<\/b><\/li><li><b>A process that ensures follow-up and detection of deviations<\/b><\/li><li><b>EVIDENCE to support all of the above<\/b><\/li><\/ul><p> <\/p><p><span lang=\"ES\">Without these elements, the risk is not part of the system. It is just a record. It is not being managed \u2014 it is being observed.  <\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6d742f5 elementor-widget elementor-widget-text-editor\" data-id=\"6d742f5\" 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<h2><b><span lang=\"ES\">5. The risk spreadsheet nobody updates<\/span><\/b><\/h2><p><span lang=\"ES\"> <\/span><\/p><p><span lang=\"ES\">In a recent review, we asked for the updated risk map of a fleet of 65 turbines. We were sent a spreadsheet with a last modified date of 14 months earlier. <\/span><\/p><p><span lang=\"ES\">The risk map existed, but it had gone more than a year without reflecting the reality of operations. And the most common reason is not that nobody updates it out of laziness \u2014 it is that the spreadsheet is not designed to be updated easily. <\/span><\/p><p><span lang=\"ES\">What happens over time:<\/span><\/p><ul style=\"margin-top: 0cm;\" type=\"disc\"><li><span lang=\"ES\">Each person interprets the criteria in their own way<\/span><\/li><li><span lang=\"ES\">Critical information ends up in emails and in the memory of specific individuals<\/span><\/li><li><span lang=\"ES\">There is no connection to what is happening in the field<\/span><\/li><\/ul><p><span lang=\"ES\">The underlying problem is not the tool \u2014 it is the absence of a system to support it.<\/span><\/p><p><span lang=\"ES\">A risk assessment system should allow something that a spreadsheet cannot: knowing in real time which risks are active and in what state, connecting each risk to maintenance activities, and applying the same criteria across the entire organisation.<\/span><\/p><p> <\/p><p><span lang=\"ES\">When we start working with a new portfolio, one of the first things we do is precisely this: understand where the risk information lives and whether that information is operational or merely documentary. The difference between the two defines, to a large extent, the real management capacity of that <\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d2ae1a2 elementor-widget elementor-widget-image\" data-id=\"d2ae1a2\" 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\t\t\t<img decoding=\"async\" width=\"525\" height=\"308\" data-src=\"https:\/\/www.growindsystems.com\/wp-content\/uploads\/2026\/06\/Pantalla-Riesgos-1024x600.jpg\" class=\"attachment-large size-large wp-image-4834 lazyload\" alt=\"\" data-srcset=\"https:\/\/www.growindsystems.com\/wp-content\/uploads\/2026\/06\/Pantalla-Riesgos-1024x600.jpg 1024w, https:\/\/www.growindsystems.com\/wp-content\/uploads\/2026\/06\/Pantalla-Riesgos-300x176.jpg 300w, https:\/\/www.growindsystems.com\/wp-content\/uploads\/2026\/06\/Pantalla-Riesgos-768x450.jpg 768w, https:\/\/www.growindsystems.com\/wp-content\/uploads\/2026\/06\/Pantalla-Riesgos-600x352.jpg 600w, https:\/\/www.growindsystems.com\/wp-content\/uploads\/2026\/06\/Pantalla-Riesgos.jpg 1343w\" data-sizes=\"(max-width: 525px) 100vw, 525px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 525px; --smush-placeholder-aspect-ratio: 525\/308;\" \/>\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<div class=\"elementor-element elementor-element-119cdd3 elementor-widget elementor-widget-text-editor\" data-id=\"119cdd3\" 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<h2><b><span lang=\"ES\">6. &#8220;Marcos has that information\u2026 but Marcos is gone&#8221;<\/span><\/b><\/h2><p><span lang=\"ES\"> <\/span><\/p><p><span lang=\"ES\">It is one of the most common situations we find when we start working with a new organisation. The critical technical knowledge about a fleet&#8217;s risks is not in any system. It is in people.  <\/span><\/p><p><span lang=\"ES\">And when those people leave, retire or move to another project, that knowledge goes with them.<\/span><\/p><p><span lang=\"ES\">The information usually exists. The problem is that it is not accessible or usable in a systematic way: <\/span><\/p><ul style=\"margin-top: 0cm;\" type=\"disc\"><li><span lang=\"ES\">OEM technical bulletins in unindexed folders<\/span><\/li><li><span lang=\"ES\">Failure histories in emails between technicians<\/span><\/li><li><span lang=\"ES\">Inspections in PDFs with no naming convention<\/span><\/li><li><span lang=\"ES\">Intervention decisions that were never documented<\/span><\/li><\/ul><p><span lang=\"ES\">The result is that each risk review starts almost from scratch. Analyses that have already been done are repeated. Patterns that would have allowed problems to be anticipated are lost.  <\/span><\/p><p><span lang=\"ES\">For a risk to be truly managed, it needs a minimum documentary base: a repository with root causes, manufacturer communications and field evidence; a clear history of what happened, when and what was decided; and traceability that allows the evolution of the risk to be reconstructed at any time.<\/span><\/p><p> <\/p><p><b><span lang=\"ES\">Documenting is not bureaucracy. It is the condition for technical knowledge to survive the people who generate it. <\/span><\/b><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c4815a4 elementor-widget elementor-widget-text-editor\" data-id=\"c4815a4\" 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<h2><b><span lang=\"ES\">7. The diagnosis was done. The risks were still there. <\/span><\/b><\/h2><p><span lang=\"ES\"> <\/span><\/p><p><span lang=\"ES\">In the wind energy sector I come across this frequently: the diagnosis is well done, the audit is solid, the risks are identified, the report is complete. Nobody can say the work was not done.  <\/span><\/p><p><span lang=\"ES\">And yet, the risks are still there and they evolve. <b>Identifying a risk and managing it are two different things.<\/b><\/span><\/p><p><span lang=\"ES\">When you scratch the surface, the same reasons almost always appear:<\/span><\/p><ul style=\"margin-top: 0cm;\" type=\"disc\"><li><span lang=\"ES\">The report is filed and nothing else happens. It does not change any preventive maintenance, it does not appear in follow-up meetings, it does not modify how inspections are carried out.  <\/span>It was delivered, it was read, and there it stayed.<\/li><li><span lang=\"ES\">Nobody has that risk on their list. It is documented, yes. But if you ask who is responsible for following up on it, there is silence.   <\/span><b>What has no owner does not progress.<\/b><\/li><\/ul><p><span lang=\"ES\">This is exactly where the process breaks down.<\/span><\/p><p><span lang=\"ES\">Managing risks is not a project that gets closed. It is something that has to live within the operation: with periodic reviews, with clear criteria for escalation, with someone who has it in their day-to-day work. <\/span><\/p><p> <\/p><p><span lang=\"ES\">A good diagnosis without follow-up is like those medical test results that end up in a drawer. <\/span>The problem does not disappear because it is on paper.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4472d06 elementor-widget elementor-widget-image\" data-id=\"4472d06\" 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\t\t\t<img decoding=\"async\" width=\"525\" height=\"394\" data-src=\"https:\/\/www.growindsystems.com\/wp-content\/uploads\/2026\/06\/Cilindro.jpg\" class=\"attachment-large size-large wp-image-4836 lazyload\" alt=\"\" data-srcset=\"https:\/\/www.growindsystems.com\/wp-content\/uploads\/2026\/06\/Cilindro.jpg 1024w, https:\/\/www.growindsystems.com\/wp-content\/uploads\/2026\/06\/Cilindro-300x225.jpg 300w, https:\/\/www.growindsystems.com\/wp-content\/uploads\/2026\/06\/Cilindro-768x576.jpg 768w, https:\/\/www.growindsystems.com\/wp-content\/uploads\/2026\/06\/Cilindro-600x450.jpg 600w\" data-sizes=\"(max-width: 525px) 100vw, 525px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 525px; --smush-placeholder-aspect-ratio: 525\/394;\" \/>\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<div class=\"elementor-element elementor-element-99e375d elementor-widget elementor-widget-text-editor\" data-id=\"99e375d\" 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<h2><b><span lang=\"ES\">8. Can AI autonomously manage the technical risks of a wind farm fleet?<\/span><\/b><\/h2><p><span lang=\"ES\"> <\/span><\/p><p><span lang=\"ES\">Recently, a client asked us whether AI could autonomously manage the technical risks of their fleet. We told them no. And then we explained what it can do, which is not insignificant.  <\/span><\/p><p><span lang=\"ES\">Throughout this series we have seen a recurring pattern: the risks are identified, the information exists, but it is scattered, in different formats, in the hands of different people. And making that system operational on a day-to-day basis is very difficult. <\/span><\/p><p><span lang=\"ES\">That is where AI starts to make sense. Not as a substitute for technical judgement, but as a layer that makes manageable what would otherwise become ungovernable. <\/span><\/p><p><b><span lang=\"ES\">What AI can contribute in practice:<\/span><\/b><\/p><p><b><span lang=\"ES\">Access to unstructured information.<\/span><\/b><span lang=\"ES\"> Being able to query OEM bulletins, inspection reports or maintenance histories as if they were a database. Reducing dependence on whoever &#8220;remembers where that document was&#8221;. <\/span><\/p><p><b><span lang=\"ES\">Cross-sectional analysis.<\/span><\/b><span lang=\"ES\"> Crossing failure histories, SCADA behaviour and field inspections without needing a completely rigid structure. Detecting patterns that are not visible when reviewing turbine by turbine. <\/span><\/p><p><b><span lang=\"ES\">Coordination between people and systems.<\/span><\/b><span lang=\"ES\"> So that risk follow-up does not depend on someone remembering to call, send an email or search the history. AI can act as the connecting thread between field technicians, O&#038;M managers and the available information. <\/span><\/p><p><b><span lang=\"ES\">What AI cannot do:<\/span><\/b><\/p><ul style=\"margin-top: 0cm;\" type=\"disc\"><li><span lang=\"ES\">Define the technical severity criteria<\/span><\/li><li><span lang=\"ES\">Replace the experience of whoever knows the machine<\/span><\/li><li><span lang=\"ES\">Create a system where none exists<\/span><\/li><\/ul><p> <\/p><p><span lang=\"ES\">If there is no defined management process, AI does not invent one. But when that process exists, it can turn something that until now was difficult to sustain over time into something that works systematically. <\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-69fdc54 elementor-widget elementor-widget-text-editor\" data-id=\"69fdc54\" 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<h2><b><span lang=\"ES\">Conclusion: from identification to real management<\/span><\/b><\/h2><p><span lang=\"ES\"> <\/span><\/p><p><span lang=\"ES\">Throughout this series we have seen that the problem of risk management in wind energy operations is rarely in the identification of risks. It lies in everything that comes after. <\/span><\/p><p><span lang=\"ES\">Risks are identified. They are documented. And then they end up in reports, spreadsheets, in the memory of one or two key people. Without a system that keeps them alive within the operation, the diagnosis is worthless.   <\/span><\/p><p><span lang=\"ES\">The good news is that this has a solution. And it does not require large technology investments from day one. It requires, above all, clarity about which risks exist, who is responsible for each one and how follow-up is carried out.  <\/span><\/p><p><span lang=\"ES\">At Growind Systems we work precisely on this: helping operators and asset managers turn identified technical risks into something that is truly managed, systematically and with evidence.<\/span><\/p><p> <\/p><p>If you recognise any of these situations in your operation, <a href=\"https:\/\/www.growindsystems.com\/en\/\">contact us<\/a> and let&#8217;s talk.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-47045b0 elementor-widget elementor-widget-text-editor\" data-id=\"47045b0\" 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 class=\"MsoNormal\"><i>#RiskManagement #WindEnergy #AssetManagement #OandM #GrowindSystems<\/i><\/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>Risk Management in wind turbines: how to manage the technical risks of a wind farm fleet By Javier Abril Lerga, co-founder of Growind Systems In most wind farms, critical events rarely appear suddenly. They are the result of an evolution that builds up over time. And yet, when they finally occur, they always seem like [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":4841,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[90],"tags":[],"class_list":["post-4843","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-insight-en"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Risk Management in wind turbines: guide for wind farm fleets<\/title>\n<meta name=\"description\" content=\"How to manage technical risks in wind farm fleets: degradation, follow-up, documentation and the role of AI. 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