{"date_updated":"2023-03-15T13:49:39Z","keyword":["Cyber-Physical Systems","Machine Learning","Diagnosis","Anomaly Detection"],"date_created":"2019-12-04T12:43:12Z","department":[{"_id":"DEP5023"}],"user_id":"68554","status":"public","_id":"2167","author":[{"id":"10876","first_name":"Oliver","full_name":"Niggemann, Oliver","last_name":"Niggemann"},{"orcid":"0000-0002-3325-7887","full_name":"Lohweg, Volker","last_name":"Lohweg","first_name":"Volker","id":"1804"}],"language":[{"iso":"eng"}],"publication":"Twenty-Ninth Conference on Artificial Intelligence (AAAI-15)","abstract":[{"text":"Cyber-Physical Production Systems (CPPSs) are in the focus of research, industry and politics: By applying new IT and new computer science solutions, production systems will become more adaptable, more resource ef- ficient and more user friendly. The analysis and diagnosis of such systems is a major part of this trend: Plants should detect automatically wear, faults and suboptimal configurations. This paper reflects the current state-of- the-art in diagnosis against the requirements of CPPSs, identifies three main gaps and gives application scenarios to outline first ideas for potential solutions to close these gaps.\r\n","lang":"eng"}],"main_file_link":[{"open_access":"1","url":"https://www.aaai.org/ocs/index.php/AAAI/AAAI15/paper/view/9530/9691"}],"oa":"1","year":2015,"place":"Austin, Texas, USA","title":"On the Diagnosis of Cyber-Physical Production Systems - State-of-the-Art and Research Agenda","type":"conference","citation":{"van":"Niggemann O, Lohweg V. On the Diagnosis of Cyber-Physical Production Systems - State-of-the-Art and Research Agenda. In: Twenty-Ninth Conference on Artificial Intelligence (AAAI-15). Austin, Texas, USA; 2015.","havard":"O. Niggemann, V. Lohweg, On the Diagnosis of Cyber-Physical Production Systems - State-of-the-Art and Research Agenda, in: Twenty-Ninth Conference on Artificial Intelligence (AAAI-15), Austin, Texas, USA, 2015.","ieee":"O. Niggemann and V. Lohweg, “On the Diagnosis of Cyber-Physical Production Systems - State-of-the-Art and Research Agenda,” in <i>Twenty-Ninth Conference on Artificial Intelligence (AAAI-15)</i>, 2015.","ama":"Niggemann O, Lohweg V. On the Diagnosis of Cyber-Physical Production Systems - State-of-the-Art and Research Agenda. In: <i>Twenty-Ninth Conference on Artificial Intelligence (AAAI-15)</i>. Austin, Texas, USA; 2015.","apa":"Niggemann, O., &#38; Lohweg, V. (2015). On the Diagnosis of Cyber-Physical Production Systems - State-of-the-Art and Research Agenda. In <i>Twenty-Ninth Conference on Artificial Intelligence (AAAI-15)</i>. Austin, Texas, USA.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Niggemann, Oliver</span> ; <span style=\"font-variant:small-caps;\">Lohweg, Volker</span>: On the Diagnosis of Cyber-Physical Production Systems - State-of-the-Art and Research Agenda. In: <i>Twenty-Ninth Conference on Artificial Intelligence (AAAI-15)</i>. Austin, Texas, USA, 2015","bjps":"<b>Niggemann O and Lohweg V</b> (2015) On the Diagnosis of Cyber-Physical Production Systems - State-of-the-Art and Research Agenda. <i>Twenty-Ninth Conference on Artificial Intelligence (AAAI-15)</i>. Austin, Texas, USA.","ufg":"<b>Niggemann, Oliver/Lohweg, Volker (2015)</b>: On the Diagnosis of Cyber-Physical Production Systems - State-of-the-Art and Research Agenda, in: <i>Twenty-Ninth Conference on Artificial Intelligence (AAAI-15)</i>, Austin, Texas, USA.","chicago-de":"Niggemann, Oliver und Volker Lohweg. 2015. On the Diagnosis of Cyber-Physical Production Systems - State-of-the-Art and Research Agenda. In: <i>Twenty-Ninth Conference on Artificial Intelligence (AAAI-15)</i>. Austin, Texas, USA.","chicago":"Niggemann, Oliver, and Volker Lohweg. “On the Diagnosis of Cyber-Physical Production Systems - State-of-the-Art and Research Agenda.” In <i>Twenty-Ninth Conference on Artificial Intelligence (AAAI-15)</i>. Austin, Texas, USA, 2015.","mla":"Niggemann, Oliver, and Volker Lohweg. “On the Diagnosis of Cyber-Physical Production Systems - State-of-the-Art and Research Agenda.” <i>Twenty-Ninth Conference on Artificial Intelligence (AAAI-15)</i>, 2015.","short":"O. Niggemann, V. Lohweg, in: Twenty-Ninth Conference on Artificial Intelligence (AAAI-15), Austin, Texas, USA, 2015."}}