@misc{BackesAdam2012, author = {Backes, Klaus and Adam, Mario}, title = {KWKK-Anlagen im Feldtest (Teil 1)}, series = {SHT Sanit{\"a}r + Heizungstechnik}, volume = {77}, journal = {SHT Sanit{\"a}r + Heizungstechnik}, number = {3}, publisher = {Krammer}, issn = {0036-4401}, pages = {40 -- 44}, year = {2012}, language = {de} } @misc{BackesAdam2012, author = {Backes, Klaus and Adam, Mario}, title = {KWKK-Anlagen im Feldtest (Teil 2)}, series = {SHT Sanit{\"a}r + Heizungstechnik}, volume = {77}, journal = {SHT Sanit{\"a}r + Heizungstechnik}, number = {4}, publisher = {Kramer}, issn = {0036-4401}, pages = {50 -- 53}, year = {2012}, language = {de} } @misc{BackesAdamGottschald2012, author = {Backes, Klaus and Adam, Mario and Gottschald, Jonas}, title = {KWKK-Anlagen im Feldtest. Optimaler Betrieb durch Verbesserungen bei Regelung und Hydraulik}, series = {KK Die K{\"a}lte + Klimatechnik}, volume = {65}, journal = {KK Die K{\"a}lte + Klimatechnik}, number = {3}, publisher = {Alfons W. Gentner Verlag}, issn = {0343-2246}, pages = {20 -- 27}, year = {2012}, language = {de} } @misc{deCarvalhoHeinzeIlleetal.2012, author = {de Carvalho, Raphael and Heinze, Robert and Ille, Fabian and Adam, Mario and Kameier, Frank and Schauenberg, Udo}, title = {Verbesserte energetische Prognose von air conomy Modulen. Vergleich zwischen Design of Experiments (DoE) und Dimensionsanalyse (Teil 2)}, series = {HLH L{\"u}ftung/Klima, Heizung/Sanit{\"a}r, Geb{\"a}udetechnik}, volume = {63}, journal = {HLH L{\"u}ftung/Klima, Heizung/Sanit{\"a}r, Geb{\"a}udetechnik}, number = {9}, publisher = {Springer VDI-Verlag}, pages = {32 -- 36}, year = {2012}, language = {de} } @inproceedings{Schramm2012, author = {Schramm, Sebastian}, title = {Hydraulische Einbindung von Speichern in Solare Prozessw{\"a}rmesysteme: Posterbeitrag}, series = {22. OTTI Symposium Thermische Solarenergie}, booktitle = {22. OTTI Symposium Thermische Solarenergie}, organization = {Ostbayerisches Technologie-Transfer-Institut e. V.}, year = {2012}, language = {de} } @inproceedings{LohmannRadosavljevicGottschaldetal.2012, author = {Lohmann, Sandra and Radosavljevic, Radojka and Gottschald, Jonas and Adam, Mario and Goebel, Johannes}, title = {Solare K{\"u}hlung im Hardware-in-the-Loop-Test}, series = {Deutsche K{\"a}lte-Klima-Tagung 2012, 21.-23.11.2012, W{\"u}rzburg}, booktitle = {Deutsche K{\"a}lte-Klima-Tagung 2012, 21.-23.11.2012, W{\"u}rzburg}, organization = {Deutscher K{\"a}lte- und Klimatechnischer Verein e.V.}, year = {2012}, language = {de} } @inproceedings{GlembinAdamDeidertetal.2012, author = {Glembin, J. and Adam, Mario and Deidert, J. and Jagnow, K. and Rockendorf, G. and Wirth, Hans Peter}, title = {Vergleichende Untersuchung von Kesseleinbindungen in solarthermischen Kombianlagen. Posterbeitrag}, series = {22. OTTI Symposium Thermische Solarenergie}, booktitle = {22. OTTI Symposium Thermische Solarenergie}, organization = {Ostbayerisches Technologie-Transfer-Institut e. V.}, year = {2012}, language = {de} } @article{WinklerBeckerDoolanetal.2012, author = {Winkler, Michael and Becker, Klaus and Doolan, Con and Kameier, Frank and Paschereit, Christian Oliver}, title = {Aeroacoustic Effects of a Cylinder-Plate Configuration}, series = {AIAA Journal}, volume = {50}, journal = {AIAA Journal}, number = {7}, publisher = {ARC}, doi = {10.2514/1.j051578}, pages = {1614 -- 1620}, year = {2012}, language = {en} } @article{StuhlsatzLippelZielke2012, author = {Stuhlsatz, Andr{\´e} and Lippel, Jens and Zielke, Thomas}, title = {Feature extraction with deep neural networks by a generalized discriminant analysis}, series = {IEEE transactions on neural networks and learning systems}, volume = {23}, journal = {IEEE transactions on neural networks and learning systems}, number = {4}, publisher = {IEEE}, doi = {10.1109/tnnls.2012.2183645}, pages = {596 -- 608}, year = {2012}, abstract = {We present an approach to feature extraction that is a generalization of the classical linear discriminant analysis (LDA) on the basis of deep neural networks (DNNs). As for LDA, discriminative features generated from independent Gaussian class conditionals are assumed. This modeling has the advantages that the intrinsic dimensionality of the feature space is bounded by the number of classes and that the optimal discriminant function is linear. Unfortunately, linear transformations are insufficient to extract optimal discriminative features from arbitrarily distributed raw measurements. The generalized discriminant analysis (GerDA) proposed in this paper uses nonlinear transformations that are learnt by DNNs in a semisupervised fashion. We show that the feature extraction based on our approach displays excellent performance on real-world recognition and detection tasks, such as handwritten digit recognition and face detection. In a series of experiments, we evaluate GerDA features with respect to dimensionality reduction, visualization, classification, and detection. Moreover, we show that GerDA DNNs can preprocess truly high-dimensional input data to low-dimensional representations that facilitate accurate predictions even if simple linear predictors or measures of similarity are used.}, language = {en} } @article{AndersWeinbergReichardt2012, author = {Anders, Denis and Weinberg, Kerstin and Reichardt, Roland}, title = {Isogeometric analysis of thermal diffusion in binary blends}, series = {Computational Materials Science}, volume = {52}, journal = {Computational Materials Science}, number = {1}, publisher = {Elsevier}, doi = {10.1016/j.commatsci.2011.01.008}, pages = {182 -- 188}, year = {2012}, language = {de} }