[{"status":"public","department":[{"_id":"DEP5023"}],"author":[{"id":"1825","full_name":"Mönks, Uwe","last_name":"Mönks","first_name":"Uwe"},{"orcid":"0000-0002-3325-7887","id":"1804","full_name":"Lohweg, Volker","first_name":"Volker","last_name":"Lohweg"}],"year":2013,"abstract":[{"text":"Sensor and information fusion is recently a major topic which becomes important in machine diagnosis and conditioning for complex production machines and process engineering. It is a known fact that distributed automation systems have a major impact on signal processing and pattern recognition for machine diagnosis. Therefore, it is necessary to research and develop smart diagnosis methods which are applicable for distributed systems like resource-limited cyber-physical systems. In this paper we propose an new approach for sensor and information fusion based on Evidence Theory and socio-psychological decision-making. We show that context based condition monitoring is instantiated even in conflict situations, oc-curing in real life scenarios permanently. A simple but effective importance measure is proposed which controls the significance of conditioning propositions in a system.","lang":"eng"}],"publication_status":"published","citation":{"ama":"Mönks U, Lohweg V. Machine Conditioning by Importance Controlled Information Fusion. In: IEEE, ed. <i>18th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)</i>. Cagliari, Italy; 2013. doi:<a href=\"https://doi.org/10.1109/ETFA.2013.6647984\">10.1109/ETFA.2013.6647984</a>","ieee":"U. Mönks and V. Lohweg, “Machine Conditioning by Importance Controlled Information Fusion,” in <i>18th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)</i>, 2013.","chicago-de":"Mönks, Uwe und Volker Lohweg. 2013. Machine Conditioning by Importance Controlled Information Fusion. In: <i>18th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)</i>, hg. von IEEE. Cagliari, Italy. doi:<a href=\"https://doi.org/10.1109/ETFA.2013.6647984,\">10.1109/ETFA.2013.6647984,</a> .","din1505-2-1":"<span style=\"font-variant:small-caps;\">Mönks, Uwe</span> ; <span style=\"font-variant:small-caps;\">Lohweg, Volker</span>: Machine Conditioning by Importance Controlled Information Fusion. In: <span style=\"font-variant:small-caps;\">IEEE</span> (Hrsg.): <i>18th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)</i>. Cagliari, Italy, 2013","short":"U. Mönks, V. Lohweg, in: IEEE (Ed.), 18th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), Cagliari, Italy, 2013.","mla":"Mönks, Uwe, and Volker Lohweg. “Machine Conditioning by Importance Controlled Information Fusion.” <i>18th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)</i>, edited by IEEE, 2013, doi:<a href=\"https://doi.org/10.1109/ETFA.2013.6647984\">10.1109/ETFA.2013.6647984</a>.","havard":"U. Mönks, V. Lohweg, Machine Conditioning by Importance Controlled Information Fusion, in: IEEE (Ed.), 18th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), Cagliari, Italy, 2013.","bjps":"<b>Mönks U and Lohweg V</b> (2013) Machine Conditioning by Importance Controlled Information Fusion. In IEEE (ed.), <i>18th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)</i>. Cagliari, Italy.","ufg":"<b>Mönks, Uwe/Lohweg, Volker (2013)</b>: Machine Conditioning by Importance Controlled Information Fusion, in: IEEE (Hg.): <i>18th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)</i>, Cagliari, Italy.","van":"Mönks U, Lohweg V. Machine Conditioning by Importance Controlled Information Fusion. In: IEEE, editor. 18th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA). Cagliari, Italy; 2013.","chicago":"Mönks, Uwe, and Volker Lohweg. “Machine Conditioning by Importance Controlled Information Fusion.” In <i>18th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)</i>, edited by IEEE. Cagliari, Italy, 2013. <a href=\"https://doi.org/10.1109/ETFA.2013.6647984\">https://doi.org/10.1109/ETFA.2013.6647984</a>.","apa":"Mönks, U., &#38; Lohweg, V. (2013). Machine Conditioning by Importance Controlled Information Fusion. In IEEE (Ed.), <i>18th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)</i>. Cagliari, Italy. <a href=\"https://doi.org/10.1109/ETFA.2013.6647984\">https://doi.org/10.1109/ETFA.2013.6647984</a>"},"title":"Machine Conditioning by Importance Controlled Information Fusion","language":[{"iso":"eng"}],"place":"Cagliari, Italy","keyword":["Decision making","Robot sensing systems","Reliability","Production","Context","Fuzzy set theory","Data integration"],"doi":"10.1109/ETFA.2013.6647984","_id":"2141","date_updated":"2023-03-15T13:49:39Z","user_id":"45673","corporate_editor":["IEEE"],"date_created":"2019-12-04T09:30:15Z","type":"conference","publication":"18th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)","publication_identifier":{"eisbn":["978-1-4799-0864-6"],"issn":["1946-0740 "],"eissn":["1946-0759 "],"isbn":["978-1-4799-0862-2"]}},{"abstract":[{"lang":"eng","text":"In this paper we propose a novel, extended perspective on evidential aggregation rules in machine condition monitoring. First, aspects regarding the interconnections between Dempster-Shafer, Fuzzy Set, and Possibility Theory are shown. Subsequently, a novel approach for direct determination of basic probability assignments using Fuzzy membership functions is proposed. Finally, it is applied to a pipe extrusion line's condition monitoring system, considering and reducing pairwise conflicts."}],"main_file_link":[{"url":"https://ieeexplore.ieee.org/abstract/document/6232905/keywords#keywords"}],"author":[{"first_name":"Uwe","last_name":"Mönks","full_name":"Mönks, Uwe","id":"1825"},{"first_name":"Karl","last_name":"Voth","full_name":"Voth, Karl"},{"first_name":"Volker","full_name":"Lohweg, Volker","id":"1804","last_name":"Lohweg","orcid":"0000-0002-3325-7887"}],"year":2012,"department":[{"_id":"DEP5023"}],"status":"public","title":"An Extended Perspective on Evidential Aggregation Rules in Machine Conditioning","citation":{"ieee":"U. Mönks, K. Voth, and V. Lohweg, “An Extended Perspective on Evidential Aggregation Rules in Machine Conditioning,” in <i>IEEE CIP 2012, Third International Workshop on Cognitive Information Processing, May 28-30 2012, Parador de Baiona, Spain</i>, 2012.","ama":"Mönks U, Voth K, Lohweg V. An Extended Perspective on Evidential Aggregation Rules in Machine Conditioning. In: <i>IEEE CIP 2012, Third International Workshop on Cognitive Information Processing, May 28-30 2012, Parador de Baiona, Spain</i>. ; 2012. doi:<a href=\"https://doi.org/10.1109/CIP.2012.6232905\">10.1109/CIP.2012.6232905</a>","short":"U. Mönks, K. Voth, V. Lohweg, in: IEEE CIP 2012, Third International Workshop on Cognitive Information Processing, May 28-30 2012, Parador de Baiona, Spain, 2012.","chicago-de":"Mönks, Uwe, Karl Voth und Volker Lohweg. 2012. An Extended Perspective on Evidential Aggregation Rules in Machine Conditioning. In: <i>IEEE CIP 2012, Third International Workshop on Cognitive Information Processing, May 28-30 2012, Parador de Baiona, Spain</i>. doi:<a href=\"https://doi.org/10.1109/CIP.2012.6232905,\">10.1109/CIP.2012.6232905,</a> .","din1505-2-1":"<span style=\"font-variant:small-caps;\">Mönks, Uwe</span> ; <span style=\"font-variant:small-caps;\">Voth, Karl</span> ; <span style=\"font-variant:small-caps;\">Lohweg, Volker</span>: An Extended Perspective on Evidential Aggregation Rules in Machine Conditioning. In: <i>IEEE CIP 2012, Third International Workshop on Cognitive Information Processing, May 28-30 2012, Parador de Baiona, Spain</i>, 2012","apa":"Mönks, U., Voth, K., &#38; Lohweg, V. (2012). An Extended Perspective on Evidential Aggregation Rules in Machine Conditioning. In <i>IEEE CIP 2012, Third International Workshop on Cognitive Information Processing, May 28-30 2012, Parador de Baiona, Spain</i>. <a href=\"https://doi.org/10.1109/CIP.2012.6232905\">https://doi.org/10.1109/CIP.2012.6232905</a>","chicago":"Mönks, Uwe, Karl Voth, and Volker Lohweg. “An Extended Perspective on Evidential Aggregation Rules in Machine Conditioning.” In <i>IEEE CIP 2012, Third International Workshop on Cognitive Information Processing, May 28-30 2012, Parador de Baiona, Spain</i>, 2012. <a href=\"https://doi.org/10.1109/CIP.2012.6232905\">https://doi.org/10.1109/CIP.2012.6232905</a>.","van":"Mönks U, Voth K, Lohweg V. An Extended Perspective on Evidential Aggregation Rules in Machine Conditioning. In: IEEE CIP 2012, Third International Workshop on Cognitive Information Processing, May 28-30 2012, Parador de Baiona, Spain. 2012.","havard":"U. Mönks, K. Voth, V. Lohweg, An Extended Perspective on Evidential Aggregation Rules in Machine Conditioning, in: IEEE CIP 2012, Third International Workshop on Cognitive Information Processing, May 28-30 2012, Parador de Baiona, Spain, 2012.","mla":"Mönks, Uwe, et al. “An Extended Perspective on Evidential Aggregation Rules in Machine Conditioning.” <i>IEEE CIP 2012, Third International Workshop on Cognitive Information Processing, May 28-30 2012, Parador de Baiona, Spain</i>, 2012, doi:<a href=\"https://doi.org/10.1109/CIP.2012.6232905\">10.1109/CIP.2012.6232905</a>.","bjps":"<b>Mönks U, Voth K and Lohweg V</b> (2012) An Extended Perspective on Evidential Aggregation Rules in Machine Conditioning. <i>IEEE CIP 2012, Third International Workshop on Cognitive Information Processing, May 28-30 2012, Parador de Baiona, Spain</i>.","ufg":"<b>Mönks, Uwe et. al. (2012)</b>: An Extended Perspective on Evidential Aggregation Rules in Machine Conditioning, in: <i>IEEE CIP 2012, Third International Workshop on Cognitive Information Processing, May 28-30 2012, Parador de Baiona, Spain</i>."},"publication_status":"published","_id":"2107","doi":"10.1109/CIP.2012.6232905","keyword":["Sensor phenomena and characterization","Production","Sensor fusion","Fuzzy set theory","Conferences","Possibility theory"],"language":[{"iso":"eng"}],"publication_identifier":{"isbn":["978-1-4673-1877-8"],"eissn":["2327-1698 "],"issn":["2327-1671 "],"eisbn":["978-1-4673-1878-5"]},"publication":"IEEE CIP 2012, Third International Workshop on Cognitive Information Processing, May 28-30 2012, Parador de Baiona, Spain","type":"conference","date_created":"2019-12-03T06:40:20Z","user_id":"45673","date_updated":"2023-03-15T13:49:38Z"}]