{"id":106103,"date":"2023-05-24T15:11:16","date_gmt":"2023-05-24T13:11:16","guid":{"rendered":"https:\/\/forwind.de\/develop\/production-engineering\/"},"modified":"2025-02-27T09:34:26","modified_gmt":"2025-02-27T08:34:26","slug":"production-engineering","status":"publish","type":"page","link":"https:\/\/forwind.de\/en\/production-engineering\/","title":{"rendered":"Production engineering"},"content":{"rendered":"<p>[et_pb_section fb_built=&#8221;1&#8243; admin_label=&#8221;Inner Page Hero Section 1&#8243; _builder_version=&#8221;4.21.0&#8243; _module_preset=&#8221;6071f597-4fce-483e-a0a4-a5525476d74a&#8221; parallax=&#8221;on&#8221; width=&#8221;100%&#8221; saved_tabs=&#8221;all&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#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;][et_pb_post_title meta=&#8221;off&#8221; featured_image=&#8221;off&#8221; text_color=&#8221;light&#8221; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; title_font_size=&#8221;50px&#8221; text_orientation=&#8221;center&#8221; title_font_size_tablet=&#8221;46px&#8221; title_font_size_phone=&#8221;42px&#8221; title_font_size_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_post_title][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.20.2&#8243; _module_preset=&#8221;6071f597-4fce-483e-a0a4-a5525476d74a&#8221; background_enable_color=&#8221;off&#8221; background_enable_image=&#8221;off&#8221; custom_padding=&#8221;15px||37px|||&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row column_structure=&#8221;1_3,1_3,1_3&#8243; _builder_version=&#8221;4.22.1&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;1_3&#8243; _builder_version=&#8221;4.22.1&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][pac_divi_table_of_contents title=&#8221;Production engineering&#8221; allow_collapse_minimize=&#8221;off&#8221; included_headings=&#8221;off|on|on|off|off|off&#8221; level_markers_1=&#8221;none&#8221; level_markers_2=&#8221;none&#8221; level_markers_3=&#8221;none&#8221; title_container_bg_color=&#8221;#0C71C3&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; heading_all_font=&#8221;|300|||||||&#8221; heading_all_font_size=&#8221;12px&#8221; heading_all_line_height=&#8221;24px&#8221; hover_enabled=&#8221;0&#8243; global_colors_info=&#8221;{}&#8221; show_icon_in_toc_header=&#8221;off&#8221; sticky_enabled=&#8221;0&#8243;][\/pac_divi_table_of_contents][\/et_pb_column][et_pb_column type=&#8221;1_3&#8243; _builder_version=&#8221;4.22.1&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text admin_label=&#8221;Heading&#8221; _builder_version=&#8221;4.21.0&#8243; _module_preset=&#8221;default&#8221; header_font=&#8221;||||||||&#8221; header_font_size=&#8221;60px&#8221; header_2_font_size=&#8221;40px&#8221; header_3_font_size=&#8221;40px&#8221; header_4_font_size=&#8221;30px&#8221; header_5_font_size=&#8221;24px&#8221; header_6_text_color=&#8221;#bfbfbf&#8221; header_6_font_size=&#8221;20px&#8221; custom_margin=&#8221;||15px||false|false&#8221; header_font_size_tablet=&#8221;50px&#8221; header_font_size_phone=&#8221;40px&#8221; header_font_size_last_edited=&#8221;on|phone&#8221; header_2_font_size_tablet=&#8221;36px&#8221; header_2_font_size_phone=&#8221;32px&#8221; header_2_font_size_last_edited=&#8221;on|phone&#8221; header_3_font_size_tablet=&#8221;36px&#8221; header_3_font_size_phone=&#8221;32px&#8221; header_3_font_size_last_edited=&#8221;on|phone&#8221; header_4_font_size_tablet=&#8221;26px&#8221; header_4_font_size_phone=&#8221;22px&#8221; header_4_font_size_last_edited=&#8221;on|phone&#8221; header_5_font_size_tablet=&#8221;22px&#8221; header_5_font_size_phone=&#8221;20px&#8221; header_5_font_size_last_edited=&#8221;on|phone&#8221; header_6_font_size_tablet=&#8221;18px&#8221; header_6_font_size_phone=&#8221;16px&#8221; header_6_font_size_last_edited=&#8221;on|tablet&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2>Production engineering<\/h2>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.21.0&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>In the manufacture of products made of fiber-reinforced plastic composites<span class=\"caps\">(FRP<\/span>), positioning accuracy or reproducibility when depositing the reinforcing textile semi-finished products or fiber bundles is a decisive quality criterion for the properties of the entire subsequent component. The alignment of the fiber bundles relative to each other, as well as of textile semi-finished products as a whole, must be carried out according to the component load. The flexible characteristics of textile semi-finished products pose a particular challenge. In order to reduce the production time as well as to increase the quality of the fiber composite components at the same time, the use of handling and automation solutions in the process chain for the production of <span class=\"caps\">FRP<\/span> is required.<\/p>\n<p>To achieve this goal, ForWind member <span class=\"caps\">BIK (Institute for Integrated Product Development at the University of Bremen)<\/span> is researching and developing handling and automation technologies for flexible materials. Especially for the production of rotor blades of wind turbines, with the increasing demands on quality and processing speed, positive effects can be achieved by using these technologies.<\/p>\n<p>[\/et_pb_text][\/et_pb_column][et_pb_column type=&#8221;1_3&#8243; _builder_version=&#8221;4.22.1&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_image src=&#8221;https:\/\/forwind.de\/wp-content\/uploads\/2023\/06\/Produktionstechnik.jpg&#8221; alt=&#8221;About Flexile Classic&#8221; title_text=&#8221;engineers wind energy turbines wind park&#8221; align=&#8221;center&#8221; _builder_version=&#8221;4.22.1&#8243; _module_preset=&#8221;default&#8221; transform_translate=&#8221;-20px|20px&#8221; transform_translate_linked=&#8221;off&#8221; max_height=&#8221;420px&#8221; custom_margin=&#8221;||||false|false&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.20.2&#8243; _module_preset=&#8221;6071f597-4fce-483e-a0a4-a5525476d74a&#8221; background_enable_image=&#8221;off&#8221; custom_padding=&#8221;25px||30px|||&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row _builder_version=&#8221;4.22.1&#8243; _module_preset=&#8221;default&#8221; custom_padding=&#8221;21px||15px|||&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.22.1&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.22.1&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2 style=\"text-align: center;\">Projects on the research topic &#8220;Production Engineering<\/h2>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=&#8221;1_3,1_3,1_3&#8243; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; custom_padding=&#8221;18px||27px|||&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;1_3&#8243; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_blurb title=&#8221;Research project preInO&#8221; url=&#8221;https:\/\/www.enargus.de\/pub\/bscw.cgi\/?op=enargus.eps2&amp;q=%2201138286\/1%22&amp;v=10&amp;id=666972&#8243; url_new_window=&#8221;on&#8221; image_icon_background_color=&#8221;#134c91&#8243; image_icon_width=&#8221;50px&#8221; content_max_width=&#8221;100%&#8221; image_icon_background_color_last_edited=&#8221;off|desktop&#8221; _builder_version=&#8221;4.23.4&#8243; _module_preset=&#8221;default&#8221; image_icon_custom_padding=&#8221;25px|25px|25px|25px|false|false&#8221; text_orientation=&#8221;center&#8221; custom_margin=&#8221;50px||||false|false&#8221; custom_padding=&#8221;20px|20px|30px|20px|false|true&#8221; animation=&#8221;off&#8221; link_option_url=&#8221;https:\/\/www.enargus.de\/pub\/bscw.cgi\/?op=enargus.eps2&amp;q=%2201138286\/1%22&amp;v=10&amp;id=666972&#8243; link_option_url_new_window=&#8221;on&#8221; custom_css_blurb_image=&#8221;margin-top: -50px;||box-shadow: 0 2px 18px 0 rgba(0,0,0,.3);||border-radius: 50%;&#8221; border_radii_image=&#8221;on|100%|100%|100%|100%&#8221; box_shadow_style=&#8221;preset1&#8243; box_shadow_color=&#8221;rgba(0,0,0,0.1)&#8221; icon_font_size=&#8221;50px&#8221; use_circle=&#8221;on&#8221; circle_color=&#8221;#134c91&#8243; circle_color__hover=&#8221;#0c71c3&#8243; circle_color__hover_enabled=&#8221;off|desktop&#8221; circle_color_last_edited=&#8221;off|desktop&#8221; global_colors_info=&#8221;{}&#8221; icon_color__hover_enabled=&#8221;off|desktop&#8221; icon_color__hover=&#8221;#ffffff&#8221; box_shadow_color__hover_enabled=&#8221;on|hover&#8221; box_shadow_color__hover=&#8221;rgba(0,0,0,0.3)&#8221; image_icon_background_color__hover=&#8221;#0c71c3&#8243; image_icon_background_color__hover_enabled=&#8221;off|desktop&#8221; image_icon_background_color__sticky_enabled=&#8221;#0c71c3&#8243; image_icon_background_color__sticky=&#8221;#0c71c3&#8243;]<\/p>\n<p>The aim of the project was to explore comprehensive methods and tools, taking into account diverse data sources, that can be used for a preaggregating maintenance strategy of the service of offshore wind turbines. The project was funded by the BMWK. The project was carried out by the Bremen Institute for Production and Logistics.<\/p>\n<p>[\/et_pb_blurb][\/et_pb_column][et_pb_column type=&#8221;1_3&#8243; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_blurb title=&#8221;Research project IceEye&#8221; url=&#8221;https:\/\/www.efre-bremen.de\/projekte\/eisauge-37715&#8243; url_new_window=&#8221;on&#8221; image_icon_background_color=&#8221;#134c91&#8243; image_icon_width=&#8221;50px&#8221; content_max_width=&#8221;100%&#8221; image_icon_background_color_last_edited=&#8221;off|desktop&#8221; _builder_version=&#8221;4.23.4&#8243; _module_preset=&#8221;default&#8221; image_icon_custom_padding=&#8221;25px|25px|25px|25px|false|false&#8221; text_orientation=&#8221;center&#8221; custom_margin=&#8221;50px||||false|false&#8221; custom_padding=&#8221;20px|20px|30px|20px|false|true&#8221; animation=&#8221;off&#8221; link_option_url=&#8221;https:\/\/www.efre-bremen.de\/projekte\/eisauge-37715&#8243; link_option_url_new_window=&#8221;on&#8221; custom_css_blurb_image=&#8221;margin-top: -50px;||box-shadow: 0 2px 18px 0 rgba(0,0,0,.3);||border-radius: 50%;&#8221; border_radii_image=&#8221;on|100%|100%|100%|100%&#8221; box_shadow_style=&#8221;preset1&#8243; box_shadow_color=&#8221;rgba(0,0,0,0.1)&#8221; icon_font_size=&#8221;50px&#8221; use_circle=&#8221;on&#8221; circle_color=&#8221;#134c91&#8243; circle_color__hover=&#8221;#0c71c3&#8243; circle_color__hover_enabled=&#8221;off|desktop&#8221; circle_color_last_edited=&#8221;off|desktop&#8221; global_colors_info=&#8221;{}&#8221; icon_color__hover_enabled=&#8221;off|desktop&#8221; icon_color__hover=&#8221;#ffffff&#8221; box_shadow_color__hover=&#8221;rgba(0,0,0,0.3)&#8221; box_shadow_color__hover_enabled=&#8221;on|desktop&#8221; image_icon_background_color__hover=&#8221;#0c71c3&#8243; image_icon_background_color__hover_enabled=&#8221;off|desktop&#8221; image_icon_background_color__sticky_enabled=&#8221;#0c71c3&#8243; image_icon_background_color__sticky=&#8221;#0c71c3&#8243;]<\/p>\n<p>The &#8220;EisAuge&#8221; project, which was funded by the Federal State of Bremen and the ERDF, aimed to develop a camera-based ice detection system to reduce the downtime of wind turbines caused by icing on rotor blades. The Institute for Planning and Control of Production Engineering and Logistics Systems at the University of Bremen carried out the project.<\/p>\n<p>[\/et_pb_blurb][\/et_pb_column][et_pb_column type=&#8221;1_3&#8243; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_blurb title=&#8221;Research project InspectionCopter&#8221; url=&#8221;https:\/\/www.biba.uni-bremen.de\/dbm\/pdf\/projects\/inspectioncopter_ger.pdf&#8221; url_new_window=&#8221;on&#8221; image_icon_background_color=&#8221;#134c91&#8243; image_icon_width=&#8221;50px&#8221; content_max_width=&#8221;100%&#8221; image_icon_background_color_last_edited=&#8221;off|desktop&#8221; _builder_version=&#8221;4.22.1&#8243; _module_preset=&#8221;default&#8221; image_icon_custom_padding=&#8221;25px|25px|25px|25px|false|false&#8221; text_orientation=&#8221;center&#8221; custom_margin=&#8221;50px||||false|false&#8221; custom_padding=&#8221;20px|20px|30px|20px|false|true&#8221; animation=&#8221;off&#8221; link_option_url=&#8221;https:\/\/www.biba.uni-bremen.de\/dbm\/pdf\/projects\/inspectioncopter_ger.pdf&#8221; link_option_url_new_window=&#8221;on&#8221; custom_css_blurb_image=&#8221;margin-top: -50px;||box-shadow: 0 2px 18px 0 rgba(0,0,0,.3);||border-radius: 50%;&#8221; border_radii_image=&#8221;on|100%|100%|100%|100%&#8221; box_shadow_style=&#8221;preset1&#8243; box_shadow_color=&#8221;rgba(0,0,0,0.1)&#8221; icon_font_size=&#8221;50px&#8221; use_circle=&#8221;on&#8221; circle_color=&#8221;#134c91&#8243; circle_color__hover=&#8221;#0c71c3&#8243; circle_color__hover_enabled=&#8221;off|desktop&#8221; circle_color_last_edited=&#8221;off|desktop&#8221; global_colors_info=&#8221;{}&#8221; icon_color__hover_enabled=&#8221;off|desktop&#8221; icon_color__hover=&#8221;#ffffff&#8221; box_shadow_color__hover=&#8221;rgba(0,0,0,0.3)&#8221; box_shadow_color__hover_enabled=&#8221;on|desktop&#8221; image_icon_background_color__hover=&#8221;#0c71c3&#8243; image_icon_background_color__hover_enabled=&#8221;off|desktop&#8221; image_icon_background_color__sticky_enabled=&#8221;#0c71c3&#8243; image_icon_background_color__sticky=&#8221;#0c71c3&#8243;]<\/p>\n<p>Rotor blade inspection of wind turbines is a challenge for service technicians with hub heights up to 160 m and blade lengths up to 88 m. To support them in the future, a drone for automatic inspection of the rotor blade surface was developed as part of the InspectionCopter project at the Institute for Planning and Control of Production Engineering and Logistics Systems at the University of Bremen. The project was funded by the BMWK.<\/p>\n<p>[\/et_pb_blurb][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.20.2&#8243; _module_preset=&#8221;6071f597-4fce-483e-a0a4-a5525476d74a&#8221; background_enable_image=&#8221;off&#8221; custom_padding=&#8221;27px||47px|||&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row _builder_version=&#8221;4.20.2&#8243; _module_preset=&#8221;default&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#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;][et_pb_text admin_label=&#8221;Frequently Asked Questions&#8221; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; header_font=&#8221;||||||||&#8221; header_font_size=&#8221;60px&#8221; header_2_font=&#8221;||||||||&#8221; header_2_font_size=&#8221;40px&#8221; header_3_font_size=&#8221;40px&#8221; header_4_font_size=&#8221;30px&#8221; header_5_font_size=&#8221;24px&#8221; header_6_font_size=&#8221;20px&#8221; custom_margin=&#8221;||10px||false|false&#8221; custom_padding=&#8221;||||false|false&#8221; header_font_size_tablet=&#8221;50px&#8221; header_font_size_phone=&#8221;40px&#8221; header_font_size_last_edited=&#8221;on|phone&#8221; header_2_font_size_tablet=&#8221;36px&#8221; header_2_font_size_phone=&#8221;32px&#8221; header_2_font_size_last_edited=&#8221;on|phone&#8221; header_3_font_size_tablet=&#8221;36px&#8221; header_3_font_size_phone=&#8221;32px&#8221; header_3_font_size_last_edited=&#8221;on|phone&#8221; header_4_font_size_tablet=&#8221;26px&#8221; header_4_font_size_phone=&#8221;22px&#8221; header_4_font_size_last_edited=&#8221;on|phone&#8221; header_5_font_size_tablet=&#8221;22px&#8221; header_5_font_size_phone=&#8221;20px&#8221; header_5_font_size_last_edited=&#8221;on|phone&#8221; header_6_font_size_tablet=&#8221;18px&#8221; header_6_font_size_phone=&#8221;16px&#8221; header_6_font_size_last_edited=&#8221;on|tablet&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2>Research focus<\/h2>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.22.1&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;||36px|||&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2>Handling technology<\/h2>\n<p>In the manufacture of products made of fiber-reinforced plastic composites(FRP), positioning accuracy or reproducibility when depositing the reinforcing textile semi-finished products or fiber bundles is a decisive quality criterion for the properties of the entire subsequent component. The alignment of the fiber bundles relative to each other, as well as of textile semi-finished products as a whole, must be carried out according to the component load. The flexible characteristics of textile semi-finished products pose a particular challenge. In order to reduce the production time as well as to increase the quality of the fiber composite components at the same time, the use of handling and automation solutions in the process chain for the production of FRP is required.<\/p>\n<p>To achieve this goal, handling and automation technologies for flexible materials are being researched and developed at ForWind member BIK. Especially for the production of rotor blades of wind turbines, with the increasing demands on quality and processing speed, positive effects can be achieved by using these technologies.<\/p>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.22.1&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;||35px|||&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2>Condition monitoring of the FKV<\/h2>\n<p>The ability to adjust specific strength and stiffness almost at will &#8211; and, above all, in a problem-oriented manner &#8211; by means of layer structure gives fiber-reinforced plastic composites<span class=\"caps\">(FRP<\/span>) a high potential for design. Component weight can be minimized by problem-oriented variation of fiber, matrix and layer structure of the <span class=\"caps\">FRP<\/span>. With the growing use of fiber-reinforced plastic<span class=\"caps\">(FRP<\/span>) composites, sudden and unforeseen material failure is a major problem. In ductile materials, cracks generally grow continuously; in fiber-reinforced composites, externally invisible damage, such as delamination, inter-fiber fractures or fiber breaks, can occur above a damage-critical energy input. These result in reduced normalized residual strength of a fiber composite. If a critical damage level is reached, structural integrity failure can suddenly occur.<\/p>\n<p>The investigations at <span class=\"caps\">BIK<\/span> deal with the detection and localization of impact events. From recorded signals at local sensors, the load due to the impact, such as impact force curve and maximum amplitude, is fully reconstructed. Frequency analysis of the time signals is then used to evaluate the damage relevance of the impact.<br \/>This opens up a new and exciting field of application, especially for rotor blades of wind turbines.<\/p>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.22.1&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;||36px|||&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2>Intelligent maintenance<\/h2>\n<p>The physical measurement of vibrations on rotating machine elements of wind turbines via accelerometers has become widely accepted. Furthermore, mathematical methods for vibration and oscillation analysis are relevant, which allow the automatic assessment of the bearing condition. In this context, information and service life estimates must be condensed in such a way that they can be used operationally in the operative maintenance processes, for example by prioritizing different plant conditions in order to improve planning and control aspects of maintenance and spare parts logistics.<\/p>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.22.1&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2>Pre-emptive maintenance of offshore wind turbines<\/h2>\n<p>The maintenance of offshore wind turbines (WTGs) is very complex and particularly cost-intensive, as it depends on numerous imponderables. Weather and availability of transportation resources, among other factors, can result in delays in maintenance and repair. This can quickly result in unplanned shutdowns at offshore wind farms. Per plant and day and with a good breeze, this can quickly lead to high yield losses. Solutions are offered here &#8211; as a basis for forward-looking planning and action &#8211; among other things through better insights into the current technical status of the plants and their components, through the development and use of further data sources, and through the increased integration of experience-based knowledge into planning. In order to make maintenance more effective and efficient, a comprehensive system is required for planning and controlling as well as for supporting maintenance processes and the accompanying logistical processes.<\/p>\n<p>With the help of artificial intelligence and automated data analysis, tools and methods have been developed to support stakeholders in planning and control decisions and to enable a predictive (&#8220;preagent&#8221;) maintenance strategy. Offshore maintenance processes were recorded and analyzed, and data sources for automated decision support were identified. For example, sensor values, statistical data, maintenance data from the plant&#8217;s life cycle file, employee knowledge, weather data, as well as stock levels and availability of personnel and means of transport flow into a software module of the system, where they are recognized, prioritized, processed and automatically linked with each other. The system can also learn from mistakes. It also always considers the logistics processes and relies on decentralized control systems here. The overall result: automated decision support based on a currently best possible forecast for dynamic maintenance scope planning and scheduling into workflows.<\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; admin_label=&#8221;Team Section 4&#8243; _builder_version=&#8221;4.20.2&#8243; _module_preset=&#8221;6071f597-4fce-483e-a0a4-a5525476d74a&#8221; background_color=&#8221;#022869&#8243; background_enable_image=&#8221;off&#8221; custom_padding=&#8221;41px|||||&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row _builder_version=&#8221;4.20.2&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.20.2&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text admin_label=&#8221;About Us&#8221; _builder_version=&#8221;4.21.2&#8243; _module_preset=&#8221;default&#8221; header_font=&#8221;||||||||&#8221; header_font_size=&#8221;60px&#8221; header_2_font_size=&#8221;40px&#8221; header_3_font_size=&#8221;40px&#8221; header_4_font_size=&#8221;30px&#8221; header_5_font_size=&#8221;24px&#8221; header_6_text_color=&#8221;#f2f2f2&#8243; header_6_font_size=&#8221;20px&#8221; text_orientation=&#8221;center&#8221; background_layout=&#8221;dark&#8221; header_font_size_tablet=&#8221;50px&#8221; header_font_size_phone=&#8221;40px&#8221; header_font_size_last_edited=&#8221;on|phone&#8221; header_2_font_size_tablet=&#8221;36px&#8221; header_2_font_size_phone=&#8221;32px&#8221; header_2_font_size_last_edited=&#8221;on|phone&#8221; header_3_font_size_tablet=&#8221;36px&#8221; header_3_font_size_phone=&#8221;32px&#8221; header_3_font_size_last_edited=&#8221;on|phone&#8221; header_4_font_size_tablet=&#8221;26px&#8221; header_4_font_size_phone=&#8221;22px&#8221; header_4_font_size_last_edited=&#8221;on|phone&#8221; header_5_font_size_tablet=&#8221;22px&#8221; header_5_font_size_phone=&#8221;20px&#8221; header_5_font_size_last_edited=&#8221;on|phone&#8221; header_6_font_size_tablet=&#8221;18px&#8221; header_6_font_size_phone=&#8221;16px&#8221; header_6_font_size_last_edited=&#8221;on|tablet&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h6>Scientists with research focus on production engineering<\/h6>\n<h2>We do research!<\/h2>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=&#8221;1_4,1_4,1_4,1_4&#8243; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;1_4&#8243; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_team_member name=&#8221;Prof. Dr.-Ing. Michael Haist&#8221; position=&#8221;Leibniz Universit\u00e4t Hannover &#8211; Institute for Building Materials&#8221; admin_label=&#8221;Team Member&#8221; _builder_version=&#8221;4.22.1&#8243; _module_preset=&#8221;default&#8221; header_font_size=&#8221;20px&#8221; position_text_color=&#8221;rgba(255,255,255,0.8)&#8221; background_color=&#8221;#0c71c3&#8243; text_orientation=&#8221;center&#8221; background_layout=&#8221;dark&#8221; link_option_url=&#8221;https:\/\/www.baustoff.uni-hannover.de\/de\/&#8221; link_option_url_new_window=&#8221;on&#8221; custom_css_member_image=&#8221;margin: 0 auto;||max-width: 100%;&#8221; custom_css_member_description=&#8221;display: block;||padding: 15px;&#8221; border_radii=&#8221;on|3px|3px|3px|3px&#8221; box_shadow_style=&#8221;preset1&#8243; box_shadow_color=&#8221;rgba(255,255,255,0.1)&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221; transform_styles__hover_enabled=&#8221;on|hover&#8221; transform_scale__hover_enabled=&#8221;on|hover&#8221; transform_translate__hover_enabled=&#8221;on|desktop&#8221; transform_rotate__hover_enabled=&#8221;on|desktop&#8221; transform_skew__hover_enabled=&#8221;on|desktop&#8221; transform_origin__hover_enabled=&#8221;on|desktop&#8221; transform_scale__hover=&#8221;105%|105%&#8221;]<\/p>\n<p>Tel: +49 (0)511 \/ 762-3112<br \/>E-mail: haist@baustoff.uni-hannover.de<\/p>\n<p>[\/et_pb_team_member][\/et_pb_column][et_pb_column type=&#8221;1_4&#8243; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_team_member name=&#8221;Dr.-Ing. Michael Freitag&#8221; position=&#8221;University of Bremen &#8211; Planning and Control of Production Engineering and Logistics Systems&#8221; admin_label=&#8221;Team Member&#8221; _builder_version=&#8221;4.22.1&#8243; _module_preset=&#8221;default&#8221; header_font_size=&#8221;20px&#8221; position_text_color=&#8221;rgba(255,255,255,0.8)&#8221; background_color=&#8221;#0c71c3&#8243; text_orientation=&#8221;center&#8221; background_layout=&#8221;dark&#8221; link_option_url=&#8221;https:\/\/www.biba.uni-bremen.de\/&#8221; link_option_url_new_window=&#8221;on&#8221; custom_css_member_image=&#8221;margin: 0 auto;||max-width: 100%;&#8221; custom_css_member_description=&#8221;display: block;||padding: 15px;&#8221; border_radii=&#8221;on|3px|3px|3px|3px&#8221; box_shadow_style=&#8221;preset1&#8243; box_shadow_color=&#8221;rgba(255,255,255,0.1)&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221; transform_styles__hover_enabled=&#8221;on|hover&#8221; transform_scale__hover_enabled=&#8221;on|hover&#8221; transform_translate__hover_enabled=&#8221;on|desktop&#8221; transform_rotate__hover_enabled=&#8221;on|desktop&#8221; transform_skew__hover_enabled=&#8221;on|desktop&#8221; transform_origin__hover_enabled=&#8221;on|desktop&#8221; transform_scale__hover=&#8221;105%|105%&#8221;]<\/p>\n<p>Tel: +49 (0)421 \/ 218-50002<br \/>E-mail: fre@biba.uni-bremen.de<\/p>\n<p>[\/et_pb_team_member][\/et_pb_column][et_pb_column type=&#8221;1_4&#8243; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_team_member name=&#8221;Prof. Dr.-Ing. Johanna Myrzik&#8221; position=&#8221;University of Bremen &#8211; Institute for Automation Technology&#8221; admin_label=&#8221;Team Member&#8221; _builder_version=&#8221;4.22.1&#8243; _module_preset=&#8221;default&#8221; header_font_size=&#8221;20px&#8221; position_text_color=&#8221;rgba(255,255,255,0.8)&#8221; background_color=&#8221;#0c71c3&#8243; text_orientation=&#8221;center&#8221; background_layout=&#8221;dark&#8221; link_option_url=&#8221;https:\/\/www.uni-bremen.de\/iat&#8221; link_option_url_new_window=&#8221;on&#8221; custom_css_member_image=&#8221;margin: 0 auto;||max-width: 100%;&#8221; custom_css_member_description=&#8221;display: block;||padding: 15px;&#8221; border_radii=&#8221;on|3px|3px|3px|3px&#8221; box_shadow_style=&#8221;preset1&#8243; box_shadow_color=&#8221;rgba(255,255,255,0.1)&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221; transform_styles__hover_enabled=&#8221;on|hover&#8221; transform_scale__hover_enabled=&#8221;on|hover&#8221; transform_translate__hover_enabled=&#8221;on|desktop&#8221; transform_rotate__hover_enabled=&#8221;on|desktop&#8221; transform_skew__hover_enabled=&#8221;on|desktop&#8221; transform_origin__hover_enabled=&#8221;on|desktop&#8221; transform_scale__hover=&#8221;105%|105%&#8221;]<\/p>\n<p>Tel: +49 (0)421 \/ 218-62442<br \/>Email: myrzikj@iat.uni-bremen.de<\/p>\n<p>[\/et_pb_team_member][\/et_pb_column][et_pb_column type=&#8221;1_4&#8243; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_team_member name=&#8221;Prof. Dr.-Ing. Kai Michels&#8221; position=&#8221;University of Bremen &#8211; Institute for Automation Technology&#8221; admin_label=&#8221;Team Member&#8221; _builder_version=&#8221;4.22.1&#8243; _module_preset=&#8221;default&#8221; header_font_size=&#8221;20px&#8221; position_text_color=&#8221;rgba(255,255,255,0.8)&#8221; background_color=&#8221;#0c71c3&#8243; text_orientation=&#8221;center&#8221; background_layout=&#8221;dark&#8221; link_option_url=&#8221;https:\/\/www.uni-bremen.de\/iat&#8221; link_option_url_new_window=&#8221;on&#8221; custom_css_member_image=&#8221;margin: 0 auto;||max-width: 100%;&#8221; custom_css_member_description=&#8221;display: block;||padding: 15px;&#8221; border_radii=&#8221;on|3px|3px|3px|3px&#8221; box_shadow_style=&#8221;preset1&#8243; box_shadow_color=&#8221;rgba(255,255,255,0.1)&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221; transform_styles__hover_enabled=&#8221;on|hover&#8221; transform_scale__hover_enabled=&#8221;on|hover&#8221; transform_translate__hover_enabled=&#8221;on|desktop&#8221; transform_rotate__hover_enabled=&#8221;on|desktop&#8221; transform_skew__hover_enabled=&#8221;on|desktop&#8221; transform_origin__hover_enabled=&#8221;on|desktop&#8221; transform_scale__hover=&#8221;105%|105%&#8221;]<\/p>\n<p>Tel: +49 (0)421 \/ 218-62500<br \/>E-mail: michels@iat.uni-bremen.de<\/p>\n<p>[\/et_pb_team_member][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=&#8221;1_4,1_4,1_4,1_4&#8243; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;1_4&#8243; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_team_member name=&#8221;Prof. Dr.-Ing. Bernd Kuhfu\u00df&#8221; position=&#8221;University of Bremen &#8211; Bremen Institute for Structural Mechanics and Production Systems&#8221; admin_label=&#8221;Team Member&#8221; _builder_version=&#8221;4.22.1&#8243; _module_preset=&#8221;default&#8221; header_font_size=&#8221;20px&#8221; position_text_color=&#8221;rgba(255,255,255,0.8)&#8221; background_color=&#8221;#0c71c3&#8243; text_orientation=&#8221;center&#8221; background_layout=&#8221;dark&#8221; link_option_url=&#8221;https:\/\/www.uni-bremen.de\/bime&#8221; link_option_url_new_window=&#8221;on&#8221; custom_css_member_image=&#8221;margin: 0 auto;||max-width: 100%;&#8221; custom_css_member_description=&#8221;display: block;||padding: 15px;&#8221; border_radii=&#8221;on|3px|3px|3px|3px&#8221; box_shadow_style=&#8221;preset1&#8243; box_shadow_color=&#8221;rgba(255,255,255,0.1)&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221; transform_styles__hover_enabled=&#8221;on|hover&#8221; transform_scale__hover_enabled=&#8221;on|hover&#8221; transform_translate__hover_enabled=&#8221;on|desktop&#8221; transform_rotate__hover_enabled=&#8221;on|desktop&#8221; transform_skew__hover_enabled=&#8221;on|desktop&#8221; transform_origin__hover_enabled=&#8221;on|desktop&#8221; transform_scale__hover=&#8221;105%|105%&#8221;]<\/p>\n<p>Tel: +49 (0)421 \/ 218-64800<br \/>E-mail: kuhfuss@bime.de<\/p>\n<p>[\/et_pb_team_member][\/et_pb_column][et_pb_column type=&#8221;1_4&#8243; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_team_member name=&#8221;Prof. Dr.-Ing. Klaus-Dieter Thoben&#8221; position=&#8221;University of Bremen &#8211; Institute for Integrated Product Development&#8221; admin_label=&#8221;Team Member&#8221; _builder_version=&#8221;4.22.1&#8243; _module_preset=&#8221;default&#8221; header_font_size=&#8221;20px&#8221; position_text_color=&#8221;rgba(255,255,255,0.8)&#8221; background_color=&#8221;#0c71c3&#8243; text_orientation=&#8221;center&#8221; background_layout=&#8221;dark&#8221; link_option_url=&#8221;https:\/\/www.biba.uni-bremen.de\/&#8221; link_option_url_new_window=&#8221;on&#8221; custom_css_member_image=&#8221;margin: 0 auto;||max-width: 100%;&#8221; custom_css_member_description=&#8221;display: block;||padding: 15px;&#8221; border_radii=&#8221;on|3px|3px|3px|3px&#8221; box_shadow_style=&#8221;preset1&#8243; box_shadow_color=&#8221;rgba(255,255,255,0.1)&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221; transform_styles__hover_enabled=&#8221;on|hover&#8221; transform_scale__hover_enabled=&#8221;on|hover&#8221; transform_translate__hover_enabled=&#8221;on|desktop&#8221; transform_rotate__hover_enabled=&#8221;on|desktop&#8221; transform_skew__hover_enabled=&#8221;on|desktop&#8221; transform_origin__hover_enabled=&#8221;on|desktop&#8221; transform_scale__hover=&#8221;105%|105%&#8221;]<\/p>\n<p>Tel: +49 (0)421 \/ 218-50005<br \/>E-Mail: tho@biba.uni-bremen.de<\/p>\n<p>[\/et_pb_team_member][\/et_pb_column][et_pb_column type=&#8221;1_4&#8243; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_team_member name=&#8221;Prof. Dr.-Ing. Kirsten Tracht&#8221; position=&#8221;University of Bremen &#8211; Bremen Institute for Structural Mechanics and Production Systems&#8221; admin_label=&#8221;Team Member&#8221; _builder_version=&#8221;4.22.1&#8243; _module_preset=&#8221;default&#8221; header_font_size=&#8221;20px&#8221; position_text_color=&#8221;rgba(255,255,255,0.8)&#8221; background_color=&#8221;#0c71c3&#8243; text_orientation=&#8221;center&#8221; background_layout=&#8221;dark&#8221; link_option_url=&#8221;https:\/\/www.uni-bremen.de\/bime&#8221; link_option_url_new_window=&#8221;on&#8221; custom_css_member_image=&#8221;margin: 0 auto;||max-width: 100%;&#8221; custom_css_member_description=&#8221;display: block;||padding: 15px;&#8221; border_radii=&#8221;on|3px|3px|3px|3px&#8221; box_shadow_style=&#8221;preset1&#8243; box_shadow_color=&#8221;rgba(255,255,255,0.1)&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221; transform_styles__hover_enabled=&#8221;on|hover&#8221; transform_scale__hover_enabled=&#8221;on|hover&#8221; transform_translate__hover_enabled=&#8221;on|desktop&#8221; transform_rotate__hover_enabled=&#8221;on|desktop&#8221; transform_skew__hover_enabled=&#8221;on|desktop&#8221; transform_origin__hover_enabled=&#8221;on|desktop&#8221; transform_scale__hover=&#8221;105%|105%&#8221;]<\/p>\n<p>Tel: +49 (0)421 \/ 218-64840<br \/>E-Mail: tracht@bime.de<\/p>\n<p>[\/et_pb_team_member][\/et_pb_column][et_pb_column type=&#8221;1_4&#8243; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"<p><div class=\"et_pb_module pac_divi_table_of_contents pac_divi_table_of_contents_0\">\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t<div class=\"et_pb_module_inner\">\n\t\t\t\t\t\n        <div class=\"pac_dtoc_main_container\"\n        data-allow_collapse_minimize=\"off\"\n        data-allow_collapse_minimize_tablet=\"off\"\n        data-allow_collapse_minimize_phone=\"off\"\n        data-ss=\"2000\"\n        data-sah=\"100\"\n        data-collapse_when_sticky=\"off\"\n        data-collapse_when_sticky_tablet=\"off\"\n        data-collapse_when_sticky_phone=\"off\"\n        data-skh=\"off\"\n        data-mtocai=\"off\"\n        data-mtocai_tablet=\"off\"\n        data-mtocai_phone=\"off\"\n        data-alh=\"off\"\n        data-ds=\"open\"\n        data-dst=\"open\"\n        data-dsp=\"open\">\n            <div class=\"pac_dtoc_title_area click_off click_tablet_off click_phone_off\">\n                <div role=\"heading\" aria-level=\"2\" id=\"pac_dtocm_title\" class=\"pac_dtoc_title\">Production engineering<\/div>\n                \n            <\/div>\n            <div role=\"navigation\" aria-labelledby=\"pac_dtocm_title\" class=\"pac_dtoc_body_area inside\">\n                \n                <div class='divi_table_of_contents' role=\"tree\" ><\/div>\n            <\/div>\n        <\/div>\n        \n\t\t\t\t<\/div>\n\t\t\t<\/div>Production engineeringIn the manufacture of products made of fiber-reinforced plastic composites(FRP), positioning accuracy or reproducibility when depositing the reinforcing textile semi-finished products or fiber bundles is a decisive quality criterion for the properties of the entire subsequent component. [&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":"","_et_gb_content_width":"","footnotes":""},"dipi_cpt_category":[],"class_list":["post-106103","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/forwind.de\/en\/wp-json\/wp\/v2\/pages\/106103","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/forwind.de\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/forwind.de\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/forwind.de\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/forwind.de\/en\/wp-json\/wp\/v2\/comments?post=106103"}],"version-history":[{"count":17,"href":"https:\/\/forwind.de\/en\/wp-json\/wp\/v2\/pages\/106103\/revisions"}],"predecessor-version":[{"id":257320,"href":"https:\/\/forwind.de\/en\/wp-json\/wp\/v2\/pages\/106103\/revisions\/257320"}],"wp:attachment":[{"href":"https:\/\/forwind.de\/en\/wp-json\/wp\/v2\/media?parent=106103"}],"wp:term":[{"taxonomy":"dipi_cpt_category","embeddable":true,"href":"https:\/\/forwind.de\/en\/wp-json\/wp\/v2\/dipi_cpt_category?post=106103"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}