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An Integrated Method for Information and Communication Technology (ICT) Supported Energy Efficiency Evaluation and Optimization in Manufacturing: Knowledge-based Approach and Energy Performance Indicators (EnPI) to Support Evaluation and Optimization of Energy Efficiency

Wicaksono, Hendro


This thesis develops a holistic evaluation and optimization of energy efficiency in manufacturing. The innovation of this thesis consists in the integrated method applying an expressive and adaptive ontology knowledge base capable of learning, and sector-independent, straightforward energy performance indicator for evaluating different processes and units within a company. This thesis also develops a hyper-heuristics-based energy-optimized and flexible production scheduling.

Volltext §
DOI: 10.5445/IR/1000060882
Cover der Publikation
Zugehörige Institution(en) am KIT Institut für Informationsmanagement im Ingenieurwesen (IMI)
Publikationstyp Hochschulschrift
Publikationsjahr 2016
Sprache Englisch
Identifikator urn:nbn:de:swb:90-608829
KITopen-ID: 1000060882
Verlag Karlsruher Institut für Technologie (KIT)
Umfang XX, 271 S.
Art der Arbeit Dissertation
Fakultät Fakultät für Maschinenbau (MACH)
Institut Institut für Informationsmanagement im Ingenieurwesen (IMI)
Prüfungsdaten 30.08.2016
Schlagwörter Energy efficiency in manufacturing, energy performance indicators (EnPI), ontologies, machine learning, hyper-heuristic production scheduling
Referent/Betreuer Ovtcharova, J.
KIT – Die Forschungsuniversität in der Helmholtz-Gemeinschaft
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