Die Erhebung und Verarbeitung großer und komplexer Daten aus verschiedenen Quellen ist eine große Herausforderung sowohl für Industrie, nicht nur wegen der Menge an Daten, sondern auch wegen ihrer Heterogenität, wechselnder Struktur und Qualität.
Die Forschungsgruppe Knowledge Management stellt sich diesen technischen Herausforderungen durch die Entwicklung semantischer Technologien im gesamten Spektrum des Wissensmanagement-bereichs - von der Erhebung der Daten bis zur Extraktion und Verteilung von Wissen und Qualitäts-/ Konsistenzauswertung..
Forschungsfelder
Forschungsgebiete
- Neue Methoden des Datenmanagements und der Wissensextraktion
- Automatische Erkennung und Erfassung von semantischen Informationen aus strukturierten Quellen .
- Entwicklung von Ontologien
- Semantische Repräsentation von Daten
Anwendungsbeispiele
- Energiemanagement
- Industrie 4.0
| Name | Titel | Tätigkeit | |
|---|---|---|---|
| Wicaksono, Hendro | Prof. Dr.-Ing. | ||
| Krahtova (eh. Dobreva), Preslava | M.Sc. | Wissenschaftliche Mitarbeiterin | preslava krahtova ∂does-not-exist.kit edu |
| Titel | Kurzbeschreibung | Ansprechpartner |
|---|---|---|
| SWIMing | Semantic Web for Information Modelling in Energy Efficient Buildings |
|
| DAREED | Decision support advisor for innovative business models and user engagement for smart energy efficient districs |
|
| SERUM | Smart Energy and Resource Usage Management (SERUM) |
|
| ecoBalance | Entwicklung eines wissensbasierten Steuerungssystems für Werkzeugmaschinen zur balancierten Lastverteilung und Reduzierung von Energielastspitzen. |
|
| KnoHolEM | Knowledge-based energy management for public buildings through holistic information modeling and 3D visualization |
|
| Know4Car |
An Internet-based Collaborative Platform for Managing Manufacturing Knowledge |
|
| KlimaRa | Klimaneutralstellung des Rathauses der Stadt Schwetzingen, durch Einsatz einer wissensbasierten Energieverbrauchssteuerungssystem SERUM |
|
| TORNADO | Tornado bildet Kriterien gegenüber heterogenen Datensätzen anhand semantischen Webtechnologien ab. Der Kern von der Plattform wird es ermöglichen, diese auszuwerten und Vorschlägen zu generieren, womit sich der Datenbestand verbessern lässt: sei es durch die Vervollständigung von fehlenden Beziehungen oder durch die Eingabe zusätzlicher Information. |
| Titel | Autor | Quelle | Datum |
|---|---|---|---|
| Usability evaluation of a web-based tool for supporting holistic building energy management | McGlinn, Kris; Yuce, Baris; Wicaksono, Hendro; Howell, Shaun; Rezgui, Yacine |
Automation in Construction |
2017 |
| Einsatz von Linked-(Open)-Data für Gebäudemodellierung | Wicaksono, Hendro |
Digitale Transformation des Baubetriebs, Best Practice und Zukunftstrends, Forum auf der Messe BAU 2017, München |
19.01.2017 |
| Towards a Shared Use Case Repository to support Building Information Modelling in the Energy Efficient Building domain | McGlinn, Kris; Weise, Matthias; Wicaksono, Hendro |
CIB W78 Conference Brisbane, Australia |
31.10.-02.11.2016 |
| Semantic data integration for smart cities using linked data | Tonev, Kiril; Wicaksono, Hendro |
11th European Conference on Product and Process Modelling, Limassol, Cyprus |
07.- 09.09.2016 |
| Linked Data for Data Integration based on SWIMing Guideline: Use Cases in DAREED | Wicaksono, Hendro; Tonev, Kiril; Krahtova, Preslava
|
4th International Workshop on LinkedData in Architecture and Construction (LDAC), Madrid |
21,06-22.06.2016 |
| Identifying Use Cases and Data Requirements for BIM Based Energy Management Processes | McGlinn, Kris; Wicaksono, Hendro; Lawton, Willie; Weise, Matthias;Kaklanis, Nikolaos; Petri, Ioanna; Tzovaras, Dimitrios |
CIBSE Technical Symposium 2016, Heriott Watt University, Edinburg |
14.-15.04.2016 |
| Rules Integration in OWL BIM for Holistic Building Energy Management | Wicaksono, Hendro |
3rd International Workshop on Linked Data in Architecture and Construction (LDAC) |
15.-17.07.2015 |
| Energy Modeling for an Efficient System Configuration in Indonesian Province Nusa Tenggara Timur (NTT) | Klug, Fridolin; Budiarto, Rachmawan; Wicaksono, Hendro |
Energy for Sustainable Development, Elsevier |
2015 |
| Intelligent Information model for improving energy efficiency in building operational phase | Wicaksono, Hendro |
4. Jahrestagung des KIT-Zentrums Energie, EST Energy Science Technology, Karlsruhe |
20.05.2015 |
| Methodology to Develop Ontological Building Information Model for Energy Management System in Building Operational Phase | Wicaksono, Hendro; Dobreva, Preslava; Häfner, Polina; Rogalski, Sven |
Knowledge Discovery, Knowledge Engineering and Knowledge Management Communications in Computer and Information Science, Springer, Volume 454, 2015, pp 168-181 |
2015 |
| Energy Efficiency Evaluation in Manufacturing through an Ontology-Represented Knowledge Base | Wicaksono, Hendro;
Jost, Fabian;
Rogalski, Sven;
Ovtcharova, Jivka
|
International Journal Intelligent Systems in Accounting, Finance and Management, John Wiley and Sons, 2014, pp. 1099-1174 |
2014 |
| Ontology Development towards Expressive and Reasoning-enabled Building Information Model for an Intelligent Energy Management System | Wicaksono, Hendro;
Dobreva, Preslava;
Häfner, Polina;
Rogalski, Sven
|
5th International Conference Knowledge Engineering and Ontology Development 2013, Vilamoura, Algarve, Portugal |
19 - 22.09.2013 |
| Semi-automated Ontology Population from Building Construction Drawings | Häfner, Polina;
Häfner, Victor;
Wicaksono, Hendro;
Ovtcharova, Jivka
|
5th International Conference Knowledge Engineering and Ontology Development, 2013 |
19 - 22.09.2013 |
| Efficient Energy Performance Indicators for Different Level of Production Organizations in Manufacturing Companies | Wicaksono, Hendro; Belzner, Tim; Ovtcharova, Jivka |
APMS 2013 International Conference Advance in Production Management Systems, State College, PA. |
09 - 12.09.2013 |
| Ressource-Efficient Production Planning through Flexibility Measurements in Value Creation Systems | Rogalski, Sven;
Wicaksono, Hendro;
Krahtov, Konstantin
|
International Conference Advance in Production Management Systems (APMS), 2013 |
09 - 12.09.2013 |
| Hyper heuristic based production process scheduling to improve productivity in sustainable manufacturing | Wicaksono, Hendro; Prohl, Ernst Victor; Ovtcharova, Jivka |
22nd International Conference on Production Research (ICPR 22), Iguassu Falls, Brazil |
28.07. - 01.08.2013 |
| Resource efficient planning and operation of production system using IT-supported flexibility management | Rogalski, Sven;
Siebel, Jan;
Wicaksono, Hendro
|
22nd International Conference on Production Research, 2013 |
28.07. - 01.08.2013 |
| An Integrated Method for ICT Supported Energy Efficiency Improvement in Manufacturing | Wicaksono, Hendro
|
2. Jahrestagung des KIT-Zentrums Energie, 2013 |
13.06.2013 |
| Intelligent knowledge generation for energy management in building | Wicaksono, Hendro;
Krahtova, Preslava
|
2. Jahrestagung des KIT-Zentrums Energie, 2013 |
13.06.2013 |
| KnoHolEM: Knowledge-based energy management for public building through holistic information modeling and 3D visualization | Anzaldi, Gabriel; Corchero, Aitor; Wicaksono, Hendro; McGlinn, Kris; Gardelan, Anton; Dibley, Michael J. |
INTERA 2013 International Technology Robotics Application, Oviedo, Spain |
11.03.2013 |
| Interaktive Flexibilitätsbewertung in virtuellen Welten | Häfner, Victor; Siebel, Jan; Häfner, Polina; Rogalski, Sven |
Zeitschrift für wirtschaftlichen Fabrikbetrieb (ZWF), 108. Jahrgang, Hanser Verlag, Heft März 2013, S. 123-127 |
3.2013 |
| Energy Consumption Regulation and Optimization in Discrete Manufacturing through Semi-automatic Knowledge Generation using Data Mining | Wicaksono, Hendro; Ovtcharova, Jivka |
10th Global Conference of Sustainable Manufacturing (GCSM), Istanbul, Turkey |
31.10. - 02.11.2012 |
| Sustainable Production Planning Through Flexibility Measurements In Different Manufacturing Organizational Levels | Rogalski, Sven; Siebel, Jan; Aleksandrov, Kiril; Wicaksono, Hendro |
10th Global Conference of Sustainable Manufacturing (GCSM), Istanbul, Turkey |
31.10. - 2.11.2012 |
| Ontology Driven Approach for Intelligent Energy Management in Discrete Manufacturing | Wicaksono, Hendro; Rogalski, Sven; Ovtcharova, Jivka |
4th International Conference on Knowledge Engineering and Ontology Development (KEOD), Barcelona, Spain |
4 - 7.10.2012 |
| Resource-Efficient Planning in Production through Flexibility Measurements | Rogalski, Sven; Wicaksono, Hendro; Ovtcharova, Jivka |
10th International Conference on Manufacturing Research (ICMR 2012), Birmingham, UK |
11 - 13.09.2012 |
| Knowledge Management Approach to improve Energy Efficiency in Small Medium Enterprises | Wicaksono, Hendro; Rogalski, Sven; Ovtcharova, Jivka |
10th International Conference on Manufacturing Research (ICMR 2012), Birmingham, UK |
11 - 13.09.2012 |
| Handling Resource Efficiency in Production of Small and Medium sized Enterprises | Rogalski, Sven; Wicaksono, Hendro |
18th International Conference on Engineering, Technology and Innovation (ICE 2012), Munich, Germany |
18. - 20.06.2012 |
| Evaluation of Resource Flexibility in Digital Factory Planning in Small and Medium sized Enterprises | Aleksandrov, Kiril; Wicaksono, Hendro; Rogalski, Sven |
22nd International Conference on Flexible Automation and Intelligent Manufacturing (FAIM), Helsinki, Finland |
10 - 13.06.2012 |
| An Intelligent System for Improving Energy Efficiency in Building Using Ontology and Building Automation Systems | Wicaksono, Hendro; Aleksandrov, Kiril; Rogalski, Sven |
Kongoli, F. (Ed.), Automation, Publisher: InTech, Open Access Publisher, pp. 531-548 |
2012 |
| Methodology for Flexibility Measurement in Semi-automatic Production | Rogalski, Sven; Wicaksono, Hendro |
Enabling Manufacturing Competitiveness and Economic Sustainability, ElMaraghy, H. A. (Ed.), Springer Verlag, Berlin, Heidelberg, pp.141-146 |
2011 |
| Ontology-driven Requirements Elicitation in Product Configuration Systems | Wicaksono, Hendro; Schubert, Viktor; Rogalski, Sven; Laydi, Youssef Ait; Ovtcharova, Jivka |
Enabling Manufacturing Competitiveness and Economic Sustainability, ElMaraghy, H. A. (Ed.), Springer Verlag, Berlin, Heidelberg, pp. 63-67 |
2011 |
| Von der Anforderung zum Design-Element - Modellierung der Produktstruktur mit dem Business Editor | Schubert, Viktor; Wicaksono, Hendro; Aleksandrov, Kiril |
Anforderungsmanagement für kundenindividuelle Produkte, Franke, Grein, Türck (Hrsg.), Shaker-Verlag, pp.74-82 |
2011 |
| A Product Life-Cycle Oriented Approach for Knowledge-Based Product Configuration System | Schubert, Viktor; Wicaksono, Hendro; Rogalski, Sven |
Global Product Development, Bernard, Alain (Ed.), Springer Verlag, Heidelberg-London-New York |
2011 |
| Knowledge-based Product Configuration through Product Life Cycle Oriented Feedback-Driven Requirements Engineering | Schubert, Viktor; Wicaksono, Hendro; Rogalski, Sven |
Proceeding 20th International Conference Flexible Automation and Intelligent Manufacturing (FAIM), San Francisco, USA |
12. - 14.07.2010 |
| Knowledge-based Intelligent Energy Management Using Building Automation System | Wicaksono, Hendro; Rogalski, Sven; Kusnady, Enrico |
Proceeding 9th International Conference on Power and Energy, Singapore |
27. - 29.10.2010 |
| Ontology Supported Intelligent Energy Management System in Buildings | Wicaksono, Hendro; Rogalski, Sven |
Proceeding IEEE International Conference on Industrial Engineering and Business Management (ICIEBM), Yogyakarta, Indonesia | 12 - 13.10.2010 |
| Wissensbasierte Energieanalyse – Verbesserte Energieeffizienz in Gebäuden des Privat- und Geschäftsbereichs | Wicaksono, Hendro; Rogalski, Sven |
Zeitschrift für wirtschaftlichen Fabrikbetrieb (ZWF), 105. Jahrgang, Hanser Verlag, Heft 06/2010, pp. 551-555 |
6.2010 |
| EcoFLEX – Introduction of a novel Methodology for Inter-branch Flexibility Measurement of Production Systems | Rogalski, Sven; Siebel, Jan; Ovtcharova, Jivka |
2nd International Multi-Conference on Engineering and Technological Innovation: IMETI 2009, Orlando, Florida, USA |
10 - 13.07.2009 |