This reprint introduces advanced prediction models focused on power load forecasting. Models based on artificial intelligence and more traditional approaches are shown, demonstrating the real possibilities of use to improve prediction in this field. Models of LSTM neural networks, LSTM networks with a SESDA architecture, in even LSTM-CNN are used. On the other hand, multiple seasonal Holt-Winte…
Control system engineering is a multidisciplinary discipline that applies automatic control theory to design systems with desired behaviors in control environments. Automatic control theory has played a vital role in the advancement of engineering and science. It has become an essential and integral part of modern industrial and manufacturing processes. Today, the requirements for control preci…
In present book, an analysis of the literature pertaining to parametric and non-parametric descriptions of surface topography in basics manufacturing processes (e.g., turning, milling, grinding) has been performed. The book focuses on the improvement of machining processes, with particular attention to the functional properties of surfaces, and, also, in the control of process parameters by a s…
Pulsed lasers are lasers with a single laser pulse width of less than 0.25 s, operating only once in every certain time interval. Commonly used pulsed lasers are nanosecond, femtosecond, and picosecond lasers. A pulsed laser produces short pulses with a short interaction time with the material, which can largely avoid impact on the thermal movement of molecules and has a minimal thermal impact …
Wie wird das Zusammenleben und -wirken von Menschen und Maschinen zukünftig aussehen? Lassen sich Umfang und Intensität der neuen Synergien bestimmen? Eine wichtige Rolle spielt dabei die Frage, womit wir es beim erweiterten Zusammenwirken mit künstlicher Intelligenz überhaupt zu tun haben. Ansätze, diese begrifflich-theoretisch zu beurteilen, im konkreten Fall messbar zu machen und auch e…
This open access report presents the European results from the third cycle (2022) of the IEA International Civic and Citizenship Education Study (ICCS). Eighteen countries and two benchmarking participants (the German states of North Rhine-Westphalia and Schleswig-Holstein) administered the European student questionnaire to target grade students. The purpose of the European student questionnair…
In diesem Open-Access-Buch wird die Coronapandemie in besonderen Wohneinrichtungen der Eingliederungshilfe im sozialwissenschaftlichen Blick erfasst. Die Lagebeschreibung spiegelt verschiedene Perspektiven: die Einschätzungen von Menschen mit Beeinträchtigungen, Leitungsverantwortlichen, Fachpersonal und Angehörigen. Die Daten wurden bundesweit während der Lockdown-Phasen in einer qualitati…