{"id":5587,"date":"2021-03-03T09:39:08","date_gmt":"2021-03-03T09:39:08","guid":{"rendered":"https:\/\/smartfactoryromania.ro\/prototipuri\/"},"modified":"2021-10-26T08:42:10","modified_gmt":"2021-10-26T08:42:10","slug":"prototypes","status":"publish","type":"page","link":"https:\/\/smartfactoryromania.ro\/en\/prototypes\/","title":{"rendered":"Prototypes"},"content":{"rendered":"

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Training system for manual operations<\/h4>\r\n\t\t\t<\/div>\r\n\t\t<\/div>[\/vc_column_inner][vc_column_inner width=”1\/2″]\r\n\t\t
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Production system<\/h4>\r\n\t\t\t<\/div>\r\n\t\t<\/div>[\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row full_width=”stretch_row” css=”.vc_custom_1615465591694{padding-bottom: 1px !important;background-color: #f7f7f9 !important;}”][vc_column]
Prototypes<\/span>

Training system for manual operations<\/h2><\/div>[vc_column_text]Based on a modular hardware and software architecture, the training station is an experimental adaptive system used to learn the correct way of assembling products<\/strong> without a human instructor. The adaptation aims to adjust the instructions for the user according to: the condition of the operator, the chosen subcomponents, the performance in the execution of the task and the detected user profile. The tablet components required for training are positioned on the large screen built into the training table.[\/vc_column_text][vc_empty_space height=”15px”][vc_row_inner][vc_column_inner width=”1\/2″][vc_column_text]The condition of the operator is determined by merging data<\/strong> from biosensors, but also based on shots of the face and posture.<\/p>\n

The pre-adaptation<\/strong> of the training aims to customize the type and content of the instructions according to the results obtained in the previous experiments. The selected components<\/strong> and task performance<\/strong> are determined by motion sensors and 3D depth cameras<\/strong>.<\/p>\n

Recommending the next training step in conjunction with real-time adaptation depending on the context is done using Artificial Intelligence (AI)<\/strong> techniques. The AI algorithm training stages were established as part of experiments targeting various categories of users (real operators, students, etc.).[\/vc_column_text][\/vc_column_inner][vc_column_inner width=”1\/2″][vc_empty_space height=”15px”][vc_single_image image=”5490″ img_size=”large” alignment=”center”][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row full_width=”stretch_row” css=”.vc_custom_1615466195106{background-color: #19beec !important;}”][vc_column width=”3\/4″][vc_column_text]<\/p>\n

Learn more about the types of equipment used in our organization.<\/h4>\n

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\n\t\t\t\n\t\t\t\t See the equipment<\/span>\n\t\t\t<\/a>\n\t<\/div>[\/vc_column][\/vc_row][vc_row full_width=”stretch_row” css=”.vc_custom_1615465844919{background-color: #ffffff !important;}”][vc_column]
Prototypes<\/span>

Production system<\/h2><\/div>[vc_empty_space height=”15px”][vc_row_inner][vc_column_inner width=”1\/2″][vc_single_image image=”5491″ img_size=”large” alignment=”center”][\/vc_column_inner][vc_column_inner width=”1\/2″][vc_column_text]The production system<\/strong> is a smaller scale prototype, \u00a0with a complexity close to that of a real manufacturing system. Through its concept, the production system \u00a0prototype covers a wide range of industrial manufacturing scenarios and allows for the testing of technologies in a realistic environment.<\/p>\n

The prototype has eight workstations (modules) designed in accordance with Industry 4.0<\/strong> principles, which allow for: interconnection, transparency of information, technical assistance and decentralized decisions.<\/strong><\/p>\n

The 8<\/strong> workstations<\/strong> can be placed as needed in different topologies, and the flow of materials is provided by a fleet <\/strong>of vehicles <\/strong>which are self-guided<\/strong> to assemble a customizable product (a modular tablet). Two collaborative robots<\/strong> are provided to allow collaboration with humans both in loading the semi-finished products in the system and in completing the customer’s order.[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_column_text]The prototype allows for distributed control<\/strong> of industrial control (PLC<\/strong>) and execution equipment based on the IEC61499 standard<\/strong>. A multi-agent system<\/strong> allows for the execution of customer orders according to the rules established by the line manager.<\/p>\n

In the case of highly customizable orders, the automated system, together<\/strong> with a human operator,<\/strong> can produce unique versions<\/strong> of the product.[\/vc_column_text][\/vc_column][\/vc_row][vc_row full_width=”stretch_row” css=”.vc_custom_1614934539743{background-image: url(https:\/\/smartfactoryromania.ro\/wp-content\/uploads\/2019\/09\/home2-banner01-min-1.jpg?id=3553) !important;}”][vc_column width=”3\/4″][vc_column_text]<\/p>\n

Are you an organization that supports research? Do you share our confidence in the role of research in development and want to join us?<\/h4>\n

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\n\t\t\t\n\t\t\t\t Contact us<\/span>\n\t\t\t<\/a>\n\t<\/div>[\/vc_column][\/vc_row]<\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"

[vc_row css=”.vc_custom_1615463715964{padding-top: 1px !important;}”][vc_column][vc_row_inner css=”.vc_custom_1615463792028{padding-top: 4px !important;}”][vc_column_inner width=”1\/2″][\/vc_column_inner][vc_column_inner width=”1\/2″][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row full_width=”stretch_row” css=”.vc_custom_1615465591694{padding-bottom: 1px !important;background-color: #f7f7f9 !important;}”][vc_column][vc_column_text]Based on a modular hardware and software architecture, the training station is an experimental adaptive system used to learn the correct way of assembling products without a human instructor. The adaptation aims to adjust the instructions for the user according to: […]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"full-page.php","meta":{"footnotes":""},"class_list":["post-5587","page","type-page","status-publish","hentry"],"yoast_head":"\nPrototypes - Smart Factory Romania<\/title>\n<meta name=\"description\" content=\"Here are two complex prototypes made within Smart Factory Romania: the training system for manual operations and the production system. 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