{"version":"1.0","provider_name":"MEMBRAFLOW plant engineering for ceramic nanofiltration","provider_url":"https:\/\/membraflow.eu\/en","author_name":"Florian Elischer","author_url":"https:\/\/membraflow.eu\/en\/author\/sineos-admin\/","title":"Maschinelles Lernen - MEMBRAFLOW Anlagenbau f\u00fcr keramische Nanofiltration","type":"rich","width":600,"height":338,"html":"<blockquote class=\"wp-embedded-content\" data-secret=\"HrIe3vuPNL\"><a href=\"https:\/\/membraflow.eu\/en\/lexikon\/maschinelles-lernen\/\">Machine learning<\/a><\/blockquote><iframe sandbox=\"allow-scripts\" security=\"restricted\" src=\"https:\/\/membraflow.eu\/en\/lexikon\/maschinelles-lernen\/embed\/#?secret=HrIe3vuPNL\" width=\"600\" height=\"338\" title=\"\u201cMachine Learning\u201d \u2014 MEMBRAFLOW Plant Engineering for Ceramic Nanofiltration\" data-secret=\"HrIe3vuPNL\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\" class=\"wp-embedded-content\"><\/iframe><script>\n\/*! This file is auto-generated *\/\n!function(d,l){\"use strict\";l.querySelector&&d.addEventListener&&\"undefined\"!=typeof URL&&(d.wp=d.wp||{},d.wp.receiveEmbedMessage||(d.wp.receiveEmbedMessage=function(e){var t=e.data;if((t||t.secret||t.message||t.value)&&!\/[^a-zA-Z0-9]\/.test(t.secret)){for(var s,r,n,a=l.querySelectorAll('iframe[data-secret=\"'+t.secret+'\"]'),o=l.querySelectorAll('blockquote[data-secret=\"'+t.secret+'\"]'),c=new RegExp(\"^https?:$\",\"i\"),i=0;i<o.length;i++)o[i].style.display=\"none\";for(i=0;i<a.length;i++)s=a[i],e.source===s.contentWindow&&(s.removeAttribute(\"style\"),\"height\"===t.message?(1e3<(r=parseInt(t.value,10))?r=1e3:~~r<200&&(r=200),s.height=r):\"link\"===t.message&&(r=new URL(s.getAttribute(\"src\")),n=new URL(t.value),c.test(n.protocol))&&n.host===r.host&&l.activeElement===s&&(d.top.location.href=t.value))}},d.addEventListener(\"message\",d.wp.receiveEmbedMessage,!1),l.addEventListener(\"DOMContentLoaded\",function(){for(var e,t,s=l.querySelectorAll(\"iframe.wp-embedded-content\"),r=0;r<s.length;r++)(t=(e=s[r]).getAttribute(\"data-secret\"))||(t=Math.random().toString(36).substring(2,12),e.src+=\"#?secret=\"+t,e.setAttribute(\"data-secret\",t)),e.contentWindow.postMessage({message:\"ready\",secret:t},\"*\")},!1)))}(window,document);\n\/\/# sourceURL=https:\/\/membraflow.eu\/wp-includes\/js\/wp-embed.min.js\n<\/script>","description":"Kurzdefinition Maschinelles Lernen (Machine Learning, ML) umfasst Algorithmen, die aus Daten selbstst\u00e4ndig Muster erkennen, Modelle bilden und Vorhersagen treffen ohne explizite Programmierung. ML-Systeme verbessern ihre Performance durch Erfahrung und k\u00f6nnen komplexe, nichtlineare Zusammenh\u00e4nge erfassen. Methoden umfassen \u00fcberwachtes Lernen, un\u00fcberwachtes Lernen und Reinforcement Learning. In Membranfiltrationsanlagen erm\u00f6glicht ML Predictive Maintenance, Prozessoptimierung, Anomalieerkennung und adaptive Regelung basierend [&hellip;]"}