[{"user_id":"16148","doi":"10.4018/978-1-7998-0414-7.ch050","_id":"48501","publisher":"IGI Global","language":[{"iso":"eng"}],"publication_status":"published","date_updated":"2023-10-27T08:29:56Z","year":"2019","title":"Meteorological Data Forecast using RNN","status":"public","author":[{"first_name":"Stefan","last_name":"Balluff","full_name":"Balluff, Stefan"},{"full_name":"Bendfeld, Jörg","first_name":"Jörg","last_name":"Bendfeld","id":"16148"},{"full_name":"Krauter, Stefan","last_name":"Krauter","orcid":"0000-0002-3594-260X","first_name":"Stefan","id":"28836"}],"type":"book_chapter","department":[{"_id":"53"}],"date_created":"2023-10-27T08:28:27Z","abstract":[{"text":"<jats:p>Gathering knowledge not only of the current but also the upcoming wind speed is getting more and more important as the experience of operating and maintaining wind turbines is increasing. Not only with regards to operation and maintenance tasks such as gearbox and generator checks but moreover due to the fact that energy providers have to sell the right amount of their converted energy at the European energy markets, the knowledge of the wind and hence electrical power of the next day is of key importance. Selling more energy as has been offered is penalized as well as offering less energy as contractually promised. In addition to that the price per offered kWh decreases in case of a surplus of energy. Achieving a forecast there are various methods in computer science: fuzzy logic, linear prediction or neural networks. This paper presents current results of wind speed forecasts using recurrent neural networks (RNN) and the gradient descent method plus a backpropagation learning algorithm. Data used has been extracted from NASA's Modern Era-Retrospective analysis for Research and Applications (MERRA) which is calculated by a GEOS-5 Earth System Modeling and Data Assimilation system. The presented results show that wind speed data can be forecasted using historical data for training the RNN. Nevertheless, the current set up system lacks robustness and can be improved further with regards to accuracy.</jats:p>","lang":"eng"}],"publication":"Deep Learning and Neural Networks","citation":{"mla":"Balluff, Stefan, et al. “Meteorological Data Forecast Using RNN.” <i>Deep Learning and Neural Networks</i>, IGI Global, 2019, doi:<a href=\"https://doi.org/10.4018/978-1-7998-0414-7.ch050\">10.4018/978-1-7998-0414-7.ch050</a>.","ama":"Balluff S, Bendfeld J, Krauter S. Meteorological Data Forecast using RNN. In: <i>Deep Learning and Neural Networks</i>. IGI Global; 2019. doi:<a href=\"https://doi.org/10.4018/978-1-7998-0414-7.ch050\">10.4018/978-1-7998-0414-7.ch050</a>","bibtex":"@inbook{Balluff_Bendfeld_Krauter_2019, title={Meteorological Data Forecast using RNN}, DOI={<a href=\"https://doi.org/10.4018/978-1-7998-0414-7.ch050\">10.4018/978-1-7998-0414-7.ch050</a>}, booktitle={Deep Learning and Neural Networks}, publisher={IGI Global}, author={Balluff, Stefan and Bendfeld, Jörg and Krauter, Stefan}, year={2019} }","apa":"Balluff, S., Bendfeld, J., &#38; Krauter, S. (2019). Meteorological Data Forecast using RNN. In <i>Deep Learning and Neural Networks</i>. IGI Global. <a href=\"https://doi.org/10.4018/978-1-7998-0414-7.ch050\">https://doi.org/10.4018/978-1-7998-0414-7.ch050</a>","ieee":"S. Balluff, J. Bendfeld, and S. Krauter, “Meteorological Data Forecast using RNN,” in <i>Deep Learning and Neural Networks</i>, IGI Global, 2019.","short":"S. Balluff, J. Bendfeld, S. Krauter, in: Deep Learning and Neural Networks, IGI Global, 2019.","chicago":"Balluff, Stefan, Jörg Bendfeld, and Stefan Krauter. “Meteorological Data Forecast Using RNN.” In <i>Deep Learning and Neural Networks</i>. IGI Global, 2019. <a href=\"https://doi.org/10.4018/978-1-7998-0414-7.ch050\">https://doi.org/10.4018/978-1-7998-0414-7.ch050</a>."}},{"quality_controlled":"1","citation":{"bibtex":"@article{Grabo_Weber_Paul_Klaus_Bermpohl_Krauter_Kenig_2019, title={Numerical Investigation of the Temperature Distribution in PCM-integrated Solar Modules}, DOI={<a href=\"https://doi.org/10.3303/CET1976150\">10.3303/CET1976150</a>}, journal={Chemical Engineering Transactions}, author={Grabo, Matti and Weber, Daniel and Paul, Andreas and Klaus, Tobias and Bermpohl, Wolfgang and Krauter, Stefan and Kenig, Eugeny}, year={2019}, pages={895–900} }","ama":"Grabo M, Weber D, Paul A, et al. Numerical Investigation of the Temperature Distribution in PCM-integrated Solar Modules. <i>Chemical Engineering Transactions</i>. Published online 2019:895-900. doi:<a href=\"https://doi.org/10.3303/CET1976150\">10.3303/CET1976150</a>","mla":"Grabo, Matti, et al. “Numerical Investigation of the Temperature Distribution in PCM-Integrated Solar Modules.” <i>Chemical Engineering Transactions</i>, 2019, pp. 895–900, doi:<a href=\"https://doi.org/10.3303/CET1976150\">10.3303/CET1976150</a>.","chicago":"Grabo, Matti, Daniel Weber, Andreas Paul, Tobias Klaus, Wolfgang Bermpohl, Stefan Krauter, and Eugeny Kenig. “Numerical Investigation of the Temperature Distribution in PCM-Integrated Solar Modules.” <i>Chemical Engineering Transactions</i>, 2019, 895–900. <a href=\"https://doi.org/10.3303/CET1976150\">https://doi.org/10.3303/CET1976150</a>.","short":"M. Grabo, D. Weber, A. Paul, T. Klaus, W. Bermpohl, S. Krauter, E. Kenig, Chemical Engineering Transactions (2019) 895–900.","ieee":"M. Grabo <i>et al.</i>, “Numerical Investigation of the Temperature Distribution in PCM-integrated Solar Modules,” <i>Chemical Engineering Transactions</i>, pp. 895–900, 2019, doi: <a href=\"https://doi.org/10.3303/CET1976150\">10.3303/CET1976150</a>.","apa":"Grabo, M., Weber, D., Paul, A., Klaus, T., Bermpohl, W., Krauter, S., &#38; Kenig, E. (2019). Numerical Investigation of the Temperature Distribution in PCM-integrated Solar Modules. <i>Chemical Engineering Transactions</i>, 895–900. <a href=\"https://doi.org/10.3303/CET1976150\">https://doi.org/10.3303/CET1976150</a>"},"publication":"Chemical Engineering Transactions","department":[{"_id":"9"},{"_id":"145"},{"_id":"155"},{"_id":"34"},{"_id":"53"},{"_id":"52"}],"type":"journal_article","date_created":"2019-12-05T10:13:05Z","date_updated":"2024-03-18T13:26:07Z","author":[{"full_name":"Grabo, Matti","last_name":"Grabo","first_name":"Matti","id":"66520"},{"full_name":"Weber, Daniel","last_name":"Weber","first_name":"Daniel"},{"last_name":"Paul","first_name":"Andreas","full_name":"Paul, Andreas"},{"full_name":"Klaus, Tobias","last_name":"Klaus","first_name":"Tobias"},{"full_name":"Bermpohl, Wolfgang","last_name":"Bermpohl","first_name":"Wolfgang","id":"15290"},{"orcid":"0000-0002-3594-260X","last_name":"Krauter","first_name":"Stefan","full_name":"Krauter, Stefan","id":"28836"},{"id":"665","last_name":"Kenig","first_name":"Eugeny","full_name":"Kenig, Eugeny"}],"publication_identifier":{"issn":["2283-9216"]},"title":"Numerical Investigation of the Temperature Distribution in PCM-integrated Solar Modules","status":"public","year":"2019","user_id":"66520","doi":"10.3303/CET1976150","language":[{"iso":"eng"}],"_id":"15250","page":"895-900"},{"_id":"8085","publisher":"International Solar Energy Society","language":[{"iso":"eng"}],"user_id":"16148","doi":"10.18086/swc.2017.26.10","author":[{"first_name":"George","last_name":"Obeng-Akrofi","full_name":"Obeng-Akrofi, George"},{"full_name":"Oppong Akowuah, Joseph","first_name":"Joseph","last_name":"Oppong Akowuah"},{"full_name":"Opoku-Agyemang, Gifty","last_name":"Opoku-Agyemang","first_name":"Gifty"},{"first_name":"Isaac","last_name":"Nkrumah","full_name":"Nkrumah, Isaac"},{"first_name":"Micheal  K. E.","last_name":"Donkor","full_name":"Donkor, Micheal  K. E."},{"first_name":"Reuben Y.","last_name":"Tamakloe","full_name":"Tamakloe, Reuben Y."},{"full_name":"Ampong, Francis K.","first_name":"Francis K.","last_name":"Ampong"},{"last_name":"Klaus","first_name":"Tobias","full_name":"Klaus, Tobias"},{"id":"28836","full_name":"Krauter, Stefan","first_name":"Stefan","last_name":"Krauter","orcid":"0000-0002-3594-260X"},{"last_name":"Waldhoff","first_name":"Maike","full_name":"Waldhoff, Maike"},{"last_name":"Olenberg","first_name":"Alexander","full_name":"Olenberg, Alexander"},{"full_name":"Kenig, Eugeny","first_name":"Eugeny","last_name":"Kenig","id":"665"}],"publication_identifier":{"isbn":["9783981465976"]},"status":"public","year":"2018","title":"An Automated Solar-Biomass Hybrid Dryer System for Rural Communities in Ghana","publication_status":"published","date_updated":"2022-01-06T07:03:50Z","date_created":"2019-02-26T06:36:39Z","department":[{"_id":"53"},{"_id":"145"}],"type":"conference","citation":{"mla":"Obeng-Akrofi, George, et al. “An Automated Solar-Biomass Hybrid Dryer System for Rural Communities in Ghana.” <i>Proceedings of SWC2017/SHC2017</i>, International Solar Energy Society, 2018, doi:<a href=\"https://doi.org/10.18086/swc.2017.26.10\">10.18086/swc.2017.26.10</a>.","ama":"Obeng-Akrofi G, Oppong Akowuah J, Opoku-Agyemang G, et al. An Automated Solar-Biomass Hybrid Dryer System for Rural Communities in Ghana. In: <i>Proceedings of SWC2017/SHC2017</i>. International Solar Energy Society; 2018. doi:<a href=\"https://doi.org/10.18086/swc.2017.26.10\">10.18086/swc.2017.26.10</a>","bibtex":"@inproceedings{Obeng-Akrofi_Oppong Akowuah_Opoku-Agyemang_Nkrumah_Donkor_Tamakloe_Ampong_Klaus_Krauter_Waldhoff_et al._2018, title={An Automated Solar-Biomass Hybrid Dryer System for Rural Communities in Ghana}, DOI={<a href=\"https://doi.org/10.18086/swc.2017.26.10\">10.18086/swc.2017.26.10</a>}, booktitle={Proceedings of SWC2017/SHC2017}, publisher={International Solar Energy Society}, author={Obeng-Akrofi, George and Oppong Akowuah, Joseph and Opoku-Agyemang, Gifty and Nkrumah, Isaac and Donkor, Micheal  K. E. and Tamakloe, Reuben Y. and Ampong, Francis K. and Klaus, Tobias and Krauter, Stefan and Waldhoff, Maike and et al.}, year={2018} }","apa":"Obeng-Akrofi, G., Oppong Akowuah, J., Opoku-Agyemang, G., Nkrumah, I., Donkor, M. K. E., Tamakloe, R. Y., … Kenig, E. (2018). An Automated Solar-Biomass Hybrid Dryer System for Rural Communities in Ghana. In <i>Proceedings of SWC2017/SHC2017</i>. International Solar Energy Society. <a href=\"https://doi.org/10.18086/swc.2017.26.10\">https://doi.org/10.18086/swc.2017.26.10</a>","ieee":"G. Obeng-Akrofi <i>et al.</i>, “An Automated Solar-Biomass Hybrid Dryer System for Rural Communities in Ghana,” in <i>Proceedings of SWC2017/SHC2017</i>, 2018.","short":"G. Obeng-Akrofi, J. Oppong Akowuah, G. Opoku-Agyemang, I. Nkrumah, M.K.E. Donkor, R.Y. Tamakloe, F.K. Ampong, T. Klaus, S. Krauter, M. Waldhoff, A. Olenberg, E. Kenig, in: Proceedings of SWC2017/SHC2017, International Solar Energy Society, 2018.","chicago":"Obeng-Akrofi, George, Joseph Oppong Akowuah, Gifty Opoku-Agyemang, Isaac Nkrumah, Micheal  K. E. Donkor, Reuben Y. Tamakloe, Francis K. Ampong, et al. “An Automated Solar-Biomass Hybrid Dryer System for Rural Communities in Ghana.” In <i>Proceedings of SWC2017/SHC2017</i>. International Solar Energy Society, 2018. <a href=\"https://doi.org/10.18086/swc.2017.26.10\">https://doi.org/10.18086/swc.2017.26.10</a>."},"publication":"Proceedings of SWC2017/SHC2017"},{"volume":159,"user_id":"16148","_id":"6525","language":[{"iso":"eng"}],"page":"768–776","intvolume":"       159","date_updated":"2022-01-06T07:03:10Z","author":[{"id":"28836","full_name":"Krauter, Stefan","first_name":"Stefan","orcid":"0000-0002-3594-260X","last_name":"Krauter"}],"title":"Simple and effective methods to match photovoltaic power generation to the grid load profile for a PV based energy system.","status":"public","year":"2018","department":[{"_id":"53"}],"type":"journal_article","date_created":"2019-01-09T09:14:37Z","citation":{"bibtex":"@article{Krauter_2018, title={Simple and effective methods to match photovoltaic power generation to the grid load profile for a PV based energy system.}, volume={159}, journal={Solar Energy}, author={Krauter, Stefan}, year={2018}, pages={768–776} }","chicago":"Krauter, Stefan. “Simple and Effective Methods to Match Photovoltaic Power Generation to the Grid Load Profile for a PV Based Energy System.” <i>Solar Energy</i> 159 (2018): 768–776.","short":"S. Krauter, Solar Energy 159 (2018) 768–776.","ama":"Krauter S. Simple and effective methods to match photovoltaic power generation to the grid load profile for a PV based energy system. <i>Solar Energy</i>. 2018;159:768–776.","ieee":"S. Krauter, “Simple and effective methods to match photovoltaic power generation to the grid load profile for a PV based energy system.,” <i>Solar Energy</i>, vol. 159, pp. 768–776, 2018.","apa":"Krauter, S. (2018). Simple and effective methods to match photovoltaic power generation to the grid load profile for a PV based energy system. <i>Solar Energy</i>, <i>159</i>, 768–776.","mla":"Krauter, Stefan. “Simple and Effective Methods to Match Photovoltaic Power Generation to the Grid Load Profile for a PV Based Energy System.” <i>Solar Energy</i>, vol. 159, 2018, pp. 768–776."},"publication":"Solar Energy"},{"department":[{"_id":"53"}],"type":"journal_article","date_created":"2020-02-10T09:45:43Z","citation":{"chicago":"Ameli, Ali, Stefan Krauter, Mohammad Taghi Ameli, and Saeid Moslehpour. “Smart Charging Management System of Plugged-in EVs Based on User Driving Patterns in Micro-Grids.” <i>International Journal of Engineering Research &#38; Innovation</i> 10, no. 1 (2018).","short":"A. Ameli, S. Krauter, M.T. Ameli, S. Moslehpour, International Journal of Engineering Research &#38; Innovation 10 (2018).","apa":"Ameli, A., Krauter, S., Ameli, M. T., &#38; Moslehpour, S. (2018). Smart charging management system of plugged-in EVs based on user driving patterns in micro-grids. <i>International Journal of Engineering Research &#38; Innovation</i>, <i>10</i>(1).","ieee":"A. Ameli, S. Krauter, M. T. Ameli, and S. Moslehpour, “Smart charging management system of plugged-in EVs based on user driving patterns in micro-grids,” <i>International Journal of Engineering Research &#38; Innovation</i>, vol. 10, no. 1, 2018.","ama":"Ameli A, Krauter S, Ameli MT, Moslehpour S. Smart charging management system of plugged-in EVs based on user driving patterns in micro-grids. <i>International Journal of Engineering Research &#38; Innovation</i>. 2018;10(1).","bibtex":"@article{Ameli_Krauter_Ameli_Moslehpour_2018, title={Smart charging management system of plugged-in EVs based on user driving patterns in micro-grids}, volume={10}, number={1}, journal={International Journal of Engineering Research &#38; Innovation}, author={Ameli, Ali and Krauter, Stefan and Ameli, Mohammad Taghi and Moslehpour, Saeid}, year={2018} }","mla":"Ameli, Ali, et al. “Smart Charging Management System of Plugged-in EVs Based on User Driving Patterns in Micro-Grids.” <i>International Journal of Engineering Research &#38; Innovation</i>, vol. 10, no. 1, 2018."},"publication":"International Journal of Engineering Research & Innovation","issue":"1","volume":10,"user_id":"16148","language":[{"iso":"eng"}],"_id":"15845","article_type":"original","intvolume":"        10","publication_status":"published","date_updated":"2022-01-06T06:52:38Z","publication_identifier":{"issn":["2152 4157"]},"author":[{"first_name":"Ali","last_name":"Ameli","full_name":"Ameli, Ali"},{"orcid":"0000-0002-3594-260X","last_name":"Krauter","first_name":"Stefan","full_name":"Krauter, Stefan","id":"28836"},{"last_name":"Ameli","first_name":"Mohammad Taghi","full_name":"Ameli, Mohammad Taghi"},{"full_name":"Moslehpour, Saeid","last_name":"Moslehpour","first_name":"Saeid"}],"year":"2018","title":"Smart charging management system of plugged-in EVs based on user driving patterns in micro-grids","status":"public"},{"publication":"World Conference on Photovoltaic Energy Conversion (WCPEC-7), 45th IEEE PVSC, 28th PVSEC, 34th EU PVSEC.","citation":{"short":"D. Weber, M.I. Rafsan Jani, M. Grabo, O. Wallscheid, T. Klaus, S. Krauter, J. Böcker, in: World Conference on Photovoltaic Energy Conversion (WCPEC-7), 45th IEEE PVSC, 28th PVSEC, 34th EU PVSEC., Waikoloa Village, Big Island, Hawaii (USA), 2018.","chicago":"Weber, Daniel, Mohammad Iffat Rafsan Jani, Matti Grabo, Oliver Wallscheid, Tobias Klaus, Stefan Krauter, and Joachim Böcker. “Lifetime Extension of Photovoltaic Modules by Influencing the Module Temperature Using Phase Change Material.” In <i>World Conference on Photovoltaic Energy Conversion (WCPEC-7), 45th IEEE PVSC, 28th PVSEC, 34th EU PVSEC.</i> Waikoloa Village, Big Island, Hawaii (USA), 2018. <a href=\"https://doi.org/ 10.1109/PVSC.2018.8548115\">https://doi.org/ 10.1109/PVSC.2018.8548115</a>.","apa":"Weber, D., Rafsan Jani, M. I., Grabo, M., Wallscheid, O., Klaus, T., Krauter, S., &#38; Böcker, J. (2018). Lifetime Extension of Photovoltaic Modules by Influencing the Module Temperature Using Phase Change Material. <i>World Conference on Photovoltaic Energy Conversion (WCPEC-7), 45th IEEE PVSC, 28th PVSEC, 34th EU PVSEC.</i> World Conference on Photovoltaic Energy Conversion (WCPEC-7), 45th IEEE PVSC, 28th PVSEC, 34th EU PVSEC, Waikoloa Village, Big Island, Hawaii (USA). <a href=\"https://doi.org/ 10.1109/PVSC.2018.8548115\">https://doi.org/ 10.1109/PVSC.2018.8548115</a>","ieee":"D. Weber <i>et al.</i>, “Lifetime Extension of Photovoltaic Modules by Influencing the Module Temperature Using Phase Change Material,” presented at the World Conference on Photovoltaic Energy Conversion (WCPEC-7), 45th IEEE PVSC, 28th PVSEC, 34th EU PVSEC, Waikoloa Village, Big Island, Hawaii (USA), 2018, doi: <a href=\"https://doi.org/ 10.1109/PVSC.2018.8548115\"> 10.1109/PVSC.2018.8548115</a>.","ama":"Weber D, Rafsan Jani MI, Grabo M, et al. Lifetime Extension of Photovoltaic Modules by Influencing the Module Temperature Using Phase Change Material. In: <i>World Conference on Photovoltaic Energy Conversion (WCPEC-7), 45th IEEE PVSC, 28th PVSEC, 34th EU PVSEC.</i> ; 2018. doi:<a href=\"https://doi.org/ 10.1109/PVSC.2018.8548115\"> 10.1109/PVSC.2018.8548115</a>","bibtex":"@inproceedings{Weber_Rafsan Jani_Grabo_Wallscheid_Klaus_Krauter_Böcker_2018, place={Waikoloa Village, Big Island, Hawaii (USA)}, title={Lifetime Extension of Photovoltaic Modules by Influencing the Module Temperature Using Phase Change Material}, DOI={<a href=\"https://doi.org/ 10.1109/PVSC.2018.8548115\"> 10.1109/PVSC.2018.8548115</a>}, booktitle={World Conference on Photovoltaic Energy Conversion (WCPEC-7), 45th IEEE PVSC, 28th PVSEC, 34th EU PVSEC.}, author={Weber, Daniel and Rafsan Jani, Mohammad Iffat and Grabo, Matti and Wallscheid, Oliver and Klaus, Tobias and Krauter, Stefan and Böcker, Joachim}, year={2018} }","mla":"Weber, Daniel, et al. “Lifetime Extension of Photovoltaic Modules by Influencing the Module Temperature Using Phase Change Material.” <i>World Conference on Photovoltaic Energy Conversion (WCPEC-7), 45th IEEE PVSC, 28th PVSEC, 34th EU PVSEC.</i>, 2018, doi:<a href=\"https://doi.org/ 10.1109/PVSC.2018.8548115\"> 10.1109/PVSC.2018.8548115</a>."},"quality_controlled":"1","place":"Waikoloa Village, Big Island, Hawaii (USA)","date_created":"2019-01-09T09:11:03Z","type":"conference","department":[{"_id":"34"},{"_id":"52"},{"_id":"53"},{"_id":"9"},{"_id":"145"}],"year":"2018","title":"Lifetime Extension of Photovoltaic Modules by Influencing the Module Temperature Using Phase Change Material","status":"public","conference":{"end_date":"2018-06-15","location":"Waikoloa Village, Big Island, Hawaii (USA)","start_date":"2018-06-10","name":"World Conference on Photovoltaic Energy Conversion (WCPEC-7), 45th IEEE PVSC, 28th PVSEC, 34th EU PVSEC"},"author":[{"orcid":"0000-0003-3367-5998","first_name":"Daniel","last_name":"Weber","full_name":"Weber, Daniel","id":"24041"},{"full_name":"Rafsan Jani, Mohammad Iffat","first_name":"Mohammad Iffat","last_name":"Rafsan Jani"},{"id":"66520","first_name":"Matti","last_name":"Grabo","full_name":"Grabo, Matti"},{"full_name":"Wallscheid, Oliver","last_name":"Wallscheid","orcid":"https://orcid.org/0000-0001-9362-8777","first_name":"Oliver","id":"11291"},{"last_name":"Klaus","first_name":"Tobias","full_name":"Klaus, Tobias"},{"id":"28836","full_name":"Krauter, Stefan","first_name":"Stefan","orcid":"0000-0002-3594-260X","last_name":"Krauter"},{"full_name":"Böcker, Joachim","orcid":"0000-0002-8480-7295","first_name":"Joachim","last_name":"Böcker","id":"66"}],"date_updated":"2024-03-18T13:26:29Z","_id":"6523","language":[{"iso":"eng"}],"doi":" 10.1109/PVSC.2018.8548115","user_id":"66520"},{"publication":"Journal of Modern Power Systems and Clean Energy","issue":"2","department":[{"_id":"53"}],"type":"journal_article","date_created":"2019-01-02T15:41:50Z","intvolume":"         6","date_updated":"2023-05-25T10:42:00Z","publication_status":"published","author":[{"full_name":"Durrani, Saad Parvaiz","first_name":"Saad Parvaiz","last_name":"Durrani"},{"full_name":"Balluff, Stefan","last_name":"Balluff","first_name":"Stefan"},{"first_name":"Lukas","last_name":"Wurzer","full_name":"Wurzer, Lukas"},{"last_name":"Krauter","orcid":"0000-0002-3594-260X","first_name":"Stefan","full_name":"Krauter, Stefan","id":"28836"}],"publication_identifier":{"issn":["2196-5625","2196-5420"]},"title":"Photovoltaic yield prediction using an irradiance forecast model based on multiple neural networks","year":"2018","doi":"10.1007/s40565-018-0393-5","language":[{"iso":"eng"}],"citation":{"bibtex":"@article{Durrani_Balluff_Wurzer_Krauter_2018, title={Photovoltaic yield prediction using an irradiance forecast model based on multiple neural networks}, volume={6}, DOI={<a href=\"https://doi.org/10.1007/s40565-018-0393-5\">10.1007/s40565-018-0393-5</a>}, number={2}, journal={Journal of Modern Power Systems and Clean Energy}, publisher={Springer Nature}, author={Durrani, Saad Parvaiz and Balluff, Stefan and Wurzer, Lukas and Krauter, Stefan}, year={2018}, pages={255–267} }","ama":"Durrani SP, Balluff S, Wurzer L, Krauter S. Photovoltaic yield prediction using an irradiance forecast model based on multiple neural networks. <i>Journal of Modern Power Systems and Clean Energy</i>. 2018;6(2):255-267. doi:<a href=\"https://doi.org/10.1007/s40565-018-0393-5\">10.1007/s40565-018-0393-5</a>","mla":"Durrani, Saad Parvaiz, et al. “Photovoltaic Yield Prediction Using an Irradiance Forecast Model Based on Multiple Neural Networks.” <i>Journal of Modern Power Systems and Clean Energy</i>, vol. 6, no. 2, Springer Nature, 2018, pp. 255–67, doi:<a href=\"https://doi.org/10.1007/s40565-018-0393-5\">10.1007/s40565-018-0393-5</a>.","chicago":"Durrani, Saad Parvaiz, Stefan Balluff, Lukas Wurzer, and Stefan Krauter. “Photovoltaic Yield Prediction Using an Irradiance Forecast Model Based on Multiple Neural Networks.” <i>Journal of Modern Power Systems and Clean Energy</i> 6, no. 2 (2018): 255–67. <a href=\"https://doi.org/10.1007/s40565-018-0393-5\">https://doi.org/10.1007/s40565-018-0393-5</a>.","short":"S.P. Durrani, S. Balluff, L. Wurzer, S. Krauter, Journal of Modern Power Systems and Clean Energy 6 (2018) 255–267.","ieee":"S. P. Durrani, S. Balluff, L. Wurzer, and S. Krauter, “Photovoltaic yield prediction using an irradiance forecast model based on multiple neural networks,” <i>Journal of Modern Power Systems and Clean Energy</i>, vol. 6, no. 2, pp. 255–267, 2018, doi: <a href=\"https://doi.org/10.1007/s40565-018-0393-5\">10.1007/s40565-018-0393-5</a>.","apa":"Durrani, S. P., Balluff, S., Wurzer, L., &#38; Krauter, S. (2018). Photovoltaic yield prediction using an irradiance forecast model based on multiple neural networks. <i>Journal of Modern Power Systems and Clean Energy</i>, <i>6</i>(2), 255–267. <a href=\"https://doi.org/10.1007/s40565-018-0393-5\">https://doi.org/10.1007/s40565-018-0393-5</a>"},"status":"public","volume":6,"user_id":"14931","publisher":"Springer Nature","_id":"6481","page":"255-267"},{"publication":"Proceedings of the ISES Solar World Congress 2017","citation":{"ama":"Klaus T, Nkrumah I, Donkor MK., Tamakloe RY, Ampong FK, Krauter S. Start-up factory Ghana: Creating an enabling environment for the dissemination of renewable energies. In: <i>Proceedings of the ISES Solar World Congress 2017</i>. Abu Dhabi (United Arab Emirates - UAE); 2017.","bibtex":"@inproceedings{Klaus_Nkrumah_Donkor_Tamakloe_Ampong_Krauter_2017, place={Abu Dhabi (United Arab Emirates - UAE)}, title={Start-up factory Ghana: Creating an enabling environment for the dissemination of renewable energies}, booktitle={Proceedings of the ISES Solar World Congress 2017}, author={Klaus, Tobias and Nkrumah, I. and Donkor, M.K.E and Tamakloe, R.Y. and Ampong, F.K. and Krauter, Stefan}, year={2017} }","mla":"Klaus, Tobias, et al. “Start-up Factory Ghana: Creating an Enabling Environment for the Dissemination of Renewable Energies.” <i>Proceedings of the ISES Solar World Congress 2017</i>, 2017.","short":"T. Klaus, I. Nkrumah, M.K.. Donkor, R.Y. Tamakloe, F.K. Ampong, S. Krauter, in: Proceedings of the ISES Solar World Congress 2017, Abu Dhabi (United Arab Emirates - UAE), 2017.","chicago":"Klaus, Tobias, I. Nkrumah, M.K.E Donkor, R.Y. Tamakloe, F.K. Ampong, and Stefan Krauter. “Start-up Factory Ghana: Creating an Enabling Environment for the Dissemination of Renewable Energies.” In <i>Proceedings of the ISES Solar World Congress 2017</i>. Abu Dhabi (United Arab Emirates - UAE), 2017.","apa":"Klaus, T., Nkrumah, I., Donkor, M. K. ., Tamakloe, R. Y., Ampong, F. K., &#38; Krauter, S. (2017). Start-up factory Ghana: Creating an enabling environment for the dissemination of renewable energies. In <i>Proceedings of the ISES Solar World Congress 2017</i>. Abu Dhabi (United Arab Emirates - UAE).","ieee":"T. Klaus, I. Nkrumah, M. K. . Donkor, R. Y. Tamakloe, F. K. Ampong, and S. Krauter, “Start-up factory Ghana: Creating an enabling environment for the dissemination of renewable energies,” in <i>Proceedings of the ISES Solar World Congress 2017</i>, Abu Dhabi (United Arab Emirates - UAE), 2017."},"type":"conference","department":[{"_id":"53"}],"date_created":"2019-01-14T06:58:11Z","place":"Abu Dhabi (United Arab Emirates - UAE)","date_updated":"2022-01-06T07:03:13Z","title":"Start-up factory Ghana: Creating an enabling environment for the dissemination of renewable energies","status":"public","year":"2017","author":[{"full_name":"Klaus, Tobias","first_name":"Tobias","last_name":"Klaus"},{"last_name":"Nkrumah","first_name":"I.","full_name":"Nkrumah, I."},{"full_name":"Donkor, M.K.E","last_name":"Donkor","first_name":"M.K.E"},{"last_name":"Tamakloe","first_name":"R.Y.","full_name":"Tamakloe, R.Y."},{"full_name":"Ampong, F.K.","last_name":"Ampong","first_name":"F.K."},{"first_name":"Stefan","last_name":"Krauter","orcid":"0000-0002-3594-260X","full_name":"Krauter, Stefan","id":"28836"}],"conference":{"name":"ISES Solar World Congress 2017","start_date":"2017-10-29","location":"Abu Dhabi (United Arab Emirates - UAE)","end_date":"2017-11-02"},"user_id":"16148","language":[{"iso":"eng"}],"_id":"6631"},{"abstract":[{"lang":"eng","text":"Many processes in industrial and domestic applications require heating or cooling at certain steps of a process. Even if the process itself cannot be shifted towards periods of high PV output (which would be favorable), the heating and cooling necessities can be carried out via an inexpensive thermal storage instead of a costly electrical storage. Examples are: distillation units, washing machines, dishwashers, coolers, freezers. The resulting “shiftability” of power consumption can be a business model by offering that availability of load dispatching on the balancing power market. An example using PCM as cooling storage for refrigerators that has been investigated: A focus of this paper is the use of that load shifting ability to provide balancing power. Another emphasis is on the protection of individual consumer data: To keep the state of use of each individual consumer (actually: interactive consumer or “prosumer”) anonymous, but still performing the sales of balancing power, the orders for load-dispatching can be transmitted via transmitted via a regional, non-individual broadcasting message within the GSM network. Demonstrating DSMs capacities, abilities and limits concerning domestic applications is an important task to prepare large-scale implementation and to convince stakeholders. To reaching that goal, several realistic DSM scenarios for cooling applications and freezers have been developed with the prerequisite that DSM activities are supposed to be without comfort losses and without restrictions for consumers while the limits for lower and upper temperature for food are maintained."}],"publication":"Energy Procedia","department":[{"_id":"53"}],"keyword":["DSM","load management","load shifting","PCM","thermal storage","balancing power"],"type":"journal_article","date_created":"2019-01-14T07:00:57Z","intvolume":"       135","date_updated":"2022-01-06T07:03:13Z","publication_identifier":{"issn":["1876-6102"]},"author":[{"id":"28836","full_name":"Krauter, Stefan","orcid":"0000-0002-3594-260X","last_name":"Krauter","first_name":"Stefan"},{"last_name":"Prior","first_name":"Dirk","full_name":"Prior, Dirk"}],"year":"2017","title":"Minimizing storage costs by substituting centralized electrical storage by thermal storage at the end user, also suppling balancing power for grid operation","doi":"https://doi.org/10.1016/j.egypro.2017.09.505","language":[{"iso":"eng"}],"citation":{"chicago":"Krauter, Stefan, and Dirk Prior. “Minimizing Storage Costs by Substituting Centralized Electrical Storage by Thermal Storage at the End User, Also Suppling Balancing Power for Grid Operation.” <i>Energy Procedia</i> 135 (2017): 210–26. <a href=\"https://doi.org/10.1016/j.egypro.2017.09.505\">https://doi.org/10.1016/j.egypro.2017.09.505</a>.","short":"S. Krauter, D. Prior, Energy Procedia 135 (2017) 210–226.","ieee":"S. Krauter and D. Prior, “Minimizing storage costs by substituting centralized electrical storage by thermal storage at the end user, also suppling balancing power for grid operation,” <i>Energy Procedia</i>, vol. 135, pp. 210–226, 2017.","apa":"Krauter, S., &#38; Prior, D. (2017). Minimizing storage costs by substituting centralized electrical storage by thermal storage at the end user, also suppling balancing power for grid operation. <i>Energy Procedia</i>, <i>135</i>, 210–226. <a href=\"https://doi.org/10.1016/j.egypro.2017.09.505\">https://doi.org/10.1016/j.egypro.2017.09.505</a>","bibtex":"@article{Krauter_Prior_2017, title={Minimizing storage costs by substituting centralized electrical storage by thermal storage at the end user, also suppling balancing power for grid operation}, volume={135}, DOI={<a href=\"https://doi.org/10.1016/j.egypro.2017.09.505\">https://doi.org/10.1016/j.egypro.2017.09.505</a>}, journal={Energy Procedia}, author={Krauter, Stefan and Prior, Dirk}, year={2017}, pages={210–226} }","ama":"Krauter S, Prior D. Minimizing storage costs by substituting centralized electrical storage by thermal storage at the end user, also suppling balancing power for grid operation. <i>Energy Procedia</i>. 2017;135:210-226. doi:<a href=\"https://doi.org/10.1016/j.egypro.2017.09.505\">https://doi.org/10.1016/j.egypro.2017.09.505</a>","mla":"Krauter, Stefan, and Dirk Prior. “Minimizing Storage Costs by Substituting Centralized Electrical Storage by Thermal Storage at the End User, Also Suppling Balancing Power for Grid Operation.” <i>Energy Procedia</i>, vol. 135, 2017, pp. 210–26, doi:<a href=\"https://doi.org/10.1016/j.egypro.2017.09.505\">https://doi.org/10.1016/j.egypro.2017.09.505</a>."},"status":"public","volume":135,"user_id":"16148","_id":"6632","page":"210 - 226"},{"place":"Bremen","date_created":"2019-01-14T07:07:04Z","department":[{"_id":"53"}],"type":"conference","citation":{"ama":"Bendfeld J, Balluff S, Wübbeke S, Krauter S. Performance of MERRA2 Data Compared to Floating LiDAR. In: <i>Proceedings of the DEWEK 2017</i>. Bremen; 2017.","short":"J. Bendfeld, S. Balluff, S. Wübbeke, S. Krauter, in: Proceedings of the DEWEK 2017, Bremen, 2017.","chicago":"Bendfeld, Jörg, Stefan Balluff, Stefan Wübbeke, and Stefan Krauter. “Performance of MERRA2 Data Compared to Floating LiDAR.” In <i>Proceedings of the DEWEK 2017</i>. Bremen, 2017.","bibtex":"@inproceedings{Bendfeld_Balluff_Wübbeke_Krauter_2017, place={Bremen}, title={Performance of MERRA2 Data Compared to Floating LiDAR}, booktitle={Proceedings of the DEWEK 2017}, author={Bendfeld, Jörg and Balluff, Stefan and Wübbeke, Stefan and Krauter, Stefan}, year={2017} }","apa":"Bendfeld, J., Balluff, S., Wübbeke, S., &#38; Krauter, S. (2017). Performance of MERRA2 Data Compared to Floating LiDAR. In <i>Proceedings of the DEWEK 2017</i>. Bremen.","mla":"Bendfeld, Jörg, et al. “Performance of MERRA2 Data Compared to Floating LiDAR.” <i>Proceedings of the DEWEK 2017</i>, 2017.","ieee":"J. Bendfeld, S. Balluff, S. Wübbeke, and S. Krauter, “Performance of MERRA2 Data Compared to Floating LiDAR,” in <i>Proceedings of the DEWEK 2017</i>, Bremen, 2017."},"publication":"Proceedings of the DEWEK 2017","_id":"6633","language":[{"iso":"eng"}],"user_id":"16148","conference":{"end_date":"2017-11-18","name":"Dewek 17","start_date":"2017-11-17","location":"Bremen"},"author":[{"id":"16148","full_name":"Bendfeld, Jörg","first_name":"Jörg","last_name":"Bendfeld"},{"last_name":"Balluff","first_name":"Stefan","full_name":"Balluff, Stefan"},{"full_name":"Wübbeke, Stefan","last_name":"Wübbeke","first_name":"Stefan"},{"full_name":"Krauter, Stefan","last_name":"Krauter","orcid":"0000-0002-3594-260X","first_name":"Stefan","id":"28836"}],"year":"2017","status":"public","title":"Performance of MERRA2 Data Compared to Floating LiDAR","date_updated":"2022-01-06T07:03:13Z"},{"date_updated":"2022-01-06T07:03:13Z","title":"Short-term wind speed and power prediction for offshore wind farms using neural networks","year":"2017","status":"public","conference":{"location":"Bremen","name":"Dewek 17","start_date":"2017-11-17","end_date":"2017-11-18"},"author":[{"full_name":"Bendfeld, Jörg","first_name":"Jörg","last_name":"Bendfeld","id":"16148"},{"first_name":"Stefan","last_name":"Balluff","full_name":"Balluff, Stefan"},{"full_name":"Krüger, J.","first_name":"J.","last_name":"Krüger"},{"id":"28836","full_name":"Krauter, Stefan","first_name":"Stefan","last_name":"Krauter","orcid":"0000-0002-3594-260X"}],"user_id":"16148","language":[{"iso":"eng"}],"_id":"6634","publication":"Proceedings of the DEWEK 2017","citation":{"bibtex":"@inproceedings{Bendfeld_Balluff_Krüger_Krauter_2017, place={Bremen}, title={Short-term wind speed and power prediction for offshore wind farms using neural networks}, booktitle={Proceedings of the DEWEK 2017}, author={Bendfeld, Jörg and Balluff, Stefan and Krüger, J. and Krauter, Stefan}, year={2017} }","ama":"Bendfeld J, Balluff S, Krüger J, Krauter S. Short-term wind speed and power prediction for offshore wind farms using neural networks. In: <i>Proceedings of the DEWEK 2017</i>. Bremen; 2017.","short":"J. Bendfeld, S. Balluff, J. Krüger, S. Krauter, in: Proceedings of the DEWEK 2017, Bremen, 2017.","chicago":"Bendfeld, Jörg, Stefan Balluff, J. Krüger, and Stefan Krauter. “Short-Term Wind Speed and Power Prediction for Offshore Wind Farms Using Neural Networks.” In <i>Proceedings of the DEWEK 2017</i>. Bremen, 2017.","ieee":"J. Bendfeld, S. Balluff, J. Krüger, and S. Krauter, “Short-term wind speed and power prediction for offshore wind farms using neural networks,” in <i>Proceedings of the DEWEK 2017</i>, Bremen, 2017.","mla":"Bendfeld, Jörg, et al. “Short-Term Wind Speed and Power Prediction for Offshore Wind Farms Using Neural Networks.” <i>Proceedings of the DEWEK 2017</i>, 2017.","apa":"Bendfeld, J., Balluff, S., Krüger, J., &#38; Krauter, S. (2017). Short-term wind speed and power prediction for offshore wind farms using neural networks. In <i>Proceedings of the DEWEK 2017</i>. Bremen."},"type":"conference","department":[{"_id":"53"}],"place":"Bremen","date_created":"2019-01-14T07:10:34Z"},{"date_created":"2019-01-14T08:13:03Z","type":"conference","department":[{"_id":"53"}],"publication":"Proceedings of the 33rd European Photovoltaic Solar Energy Conference, Amsterdam, (Niederlande), 25.-29. Sept. 2017, S. 1477–1481","citation":{"short":"J. Bendfeld, S. Krauter, in: Proceedings of the 33rd European Photovoltaic Solar Energy Conference, Amsterdam, (Niederlande), 25.-29. Sept. 2017, S. 1477–1481, 2017.","chicago":"Bendfeld, Jörg, and Stefan Krauter. “Update on Rankings of Conversion Efficiencies and Energy Yield of Micro-Inverters, Including Inverters for Two PV Modules.” In <i>Proceedings of the 33rd European Photovoltaic Solar Energy Conference, Amsterdam, (Niederlande), 25.-29. Sept. 2017, S. 1477–1481</i>, 2017.","ieee":"J. Bendfeld and S. Krauter, “Update on rankings of conversion efficiencies and energy yield of micro-inverters, including inverters for two PV modules,” in <i>Proceedings of the 33rd European Photovoltaic Solar Energy Conference, Amsterdam, (Niederlande), 25.-29. Sept. 2017, S. 1477–1481</i>, Amsterdam, 2017.","apa":"Bendfeld, J., &#38; Krauter, S. (2017). Update on rankings of conversion efficiencies and energy yield of micro-inverters, including inverters for two PV modules. In <i>Proceedings of the 33rd European Photovoltaic Solar Energy Conference, Amsterdam, (Niederlande), 25.-29. Sept. 2017, S. 1477–1481</i>. Amsterdam.","bibtex":"@inproceedings{Bendfeld_Krauter_2017, title={Update on rankings of conversion efficiencies and energy yield of micro-inverters, including inverters for two PV modules}, booktitle={Proceedings of the 33rd European Photovoltaic Solar Energy Conference, Amsterdam, (Niederlande), 25.-29. Sept. 2017, S. 1477–1481}, author={Bendfeld, Jörg and Krauter, Stefan}, year={2017} }","ama":"Bendfeld J, Krauter S. Update on rankings of conversion efficiencies and energy yield of micro-inverters, including inverters for two PV modules. In: <i>Proceedings of the 33rd European Photovoltaic Solar Energy Conference, Amsterdam, (Niederlande), 25.-29. Sept. 2017, S. 1477–1481</i>. ; 2017.","mla":"Bendfeld, Jörg, and Stefan Krauter. “Update on Rankings of Conversion Efficiencies and Energy Yield of Micro-Inverters, Including Inverters for Two PV Modules.” <i>Proceedings of the 33rd European Photovoltaic Solar Energy Conference, Amsterdam, (Niederlande), 25.-29. Sept. 2017, S. 1477–1481</i>, 2017."},"language":[{"iso":"eng"}],"_id":"6635","user_id":"16148","title":"Update on rankings of conversion efficiencies and energy yield of micro-inverters, including inverters for two PV modules","status":"public","year":"2017","conference":{"location":"Amsterdam","start_date":"2017-09-25","name":"33rd European Photovoltaic Solar Energy Conference","end_date":"2017-09-25"},"author":[{"id":"16148","full_name":"Bendfeld, Jörg","last_name":"Bendfeld","first_name":"Jörg"},{"id":"28836","first_name":"Stefan","last_name":"Krauter","orcid":"0000-0002-3594-260X","full_name":"Krauter, Stefan"}],"date_updated":"2022-01-06T07:03:13Z"},{"type":"conference","department":[{"_id":"53"}],"date_created":"2019-01-14T08:15:34Z","publication":"Proceedings of the 33rd European Photovoltaic Solar Energy Conference, Amsterdam, (Niederlande), 25.-29. Sept. 2017, S. 1836–1840","citation":{"ieee":"J. Bendfeld and S. Krauter, “Long-term performance of PV micro-inverters,” in <i>Proceedings of the 33rd European Photovoltaic Solar Energy Conference, Amsterdam, (Niederlande), 25.-29. Sept. 2017, S. 1836–1840</i>, Amsterdam, 2017.","apa":"Bendfeld, J., &#38; Krauter, S. (2017). Long-term performance of PV micro-inverters. In <i>Proceedings of the 33rd European Photovoltaic Solar Energy Conference, Amsterdam, (Niederlande), 25.-29. Sept. 2017, S. 1836–1840</i>. Amsterdam.","chicago":"Bendfeld, Jörg, and Stefan Krauter. “Long-Term Performance of PV Micro-Inverters.” In <i>Proceedings of the 33rd European Photovoltaic Solar Energy Conference, Amsterdam, (Niederlande), 25.-29. Sept. 2017, S. 1836–1840</i>, 2017.","short":"J. Bendfeld, S. Krauter, in: Proceedings of the 33rd European Photovoltaic Solar Energy Conference, Amsterdam, (Niederlande), 25.-29. Sept. 2017, S. 1836–1840, 2017.","mla":"Bendfeld, Jörg, and Stefan Krauter. “Long-Term Performance of PV Micro-Inverters.” <i>Proceedings of the 33rd European Photovoltaic Solar Energy Conference, Amsterdam, (Niederlande), 25.-29. Sept. 2017, S. 1836–1840</i>, 2017.","bibtex":"@inproceedings{Bendfeld_Krauter_2017, title={Long-term performance of PV micro-inverters}, booktitle={Proceedings of the 33rd European Photovoltaic Solar Energy Conference, Amsterdam, (Niederlande), 25.-29. Sept. 2017, S. 1836–1840}, author={Bendfeld, Jörg and Krauter, Stefan}, year={2017} }","ama":"Bendfeld J, Krauter S. Long-term performance of PV micro-inverters. In: <i>Proceedings of the 33rd European Photovoltaic Solar Energy Conference, Amsterdam, (Niederlande), 25.-29. Sept. 2017, S. 1836–1840</i>. ; 2017."},"user_id":"16148","language":[{"iso":"eng"}],"_id":"6636","date_updated":"2022-01-06T07:03:13Z","status":"public","year":"2017","title":"Long-term performance of PV micro-inverters","conference":{"location":"Amsterdam","name":"33rd European Photovoltaic Solar Energy Conference","start_date":"2017-09-25","end_date":"2017-09-29"},"author":[{"id":"16148","full_name":"Bendfeld, Jörg","last_name":"Bendfeld","first_name":"Jörg"},{"full_name":"Krauter, Stefan","first_name":"Stefan","last_name":"Krauter","orcid":"0000-0002-3594-260X","id":"28836"}]},{"citation":{"mla":"Krauter, Stefan, et al. “Advanced PV Module Hot Spot Characterisation.” <i>Proceedings of the 33rd European Photovoltaic Solar Energy Conference, Amsterdam, (Niederlande), 25.-29. Sept. 2017</i>, 2017.","ama":"Krauter S, Wendlandt S, Süthoff L, et al. Advanced PV Module Hot Spot Characterisation. In: <i>Proceedings of the 33rd European Photovoltaic Solar Energy Conference, Amsterdam, (Niederlande), 25.-29. Sept. 2017</i>. Amsterdam; 2017.","bibtex":"@inproceedings{Krauter_Wendlandt_Süthoff_ Berendes_Teubner_ Podlowski_ Berghold_Grunow_2017, place={Amsterdam}, title={Advanced PV Module Hot Spot Characterisation}, booktitle={Proceedings of the 33rd European Photovoltaic Solar Energy Conference, Amsterdam, (Niederlande), 25.-29. Sept. 2017}, author={Krauter, Stefan and Wendlandt, S. and Süthoff, L.  and  Berendes, S. and Teubner, J.  and  Podlowski, L. and  Berghold, J. and Grunow, Paul}, year={2017} }","apa":"Krauter, S., Wendlandt, S., Süthoff, L.,  Berendes, S., Teubner, J.,  Podlowski, L., … Grunow, P. (2017). Advanced PV Module Hot Spot Characterisation. In <i>Proceedings of the 33rd European Photovoltaic Solar Energy Conference, Amsterdam, (Niederlande), 25.-29. Sept. 2017</i>. Amsterdam.","ieee":"S. Krauter <i>et al.</i>, “Advanced PV Module Hot Spot Characterisation,” in <i>Proceedings of the 33rd European Photovoltaic Solar Energy Conference, Amsterdam, (Niederlande), 25.-29. Sept. 2017</i>, Aḿsterdam, 2017.","chicago":"Krauter, Stefan, S. Wendlandt, L.  Süthoff, S.  Berendes, J.  Teubner, L.  Podlowski, J.  Berghold, and Paul Grunow. “Advanced PV Module Hot Spot Characterisation.” In <i>Proceedings of the 33rd European Photovoltaic Solar Energy Conference, Amsterdam, (Niederlande), 25.-29. Sept. 2017</i>. Amsterdam, 2017.","short":"S. Krauter, S. Wendlandt, L. Süthoff, S.  Berendes, J. Teubner, L.  Podlowski, J.  Berghold, P. Grunow, in: Proceedings of the 33rd European Photovoltaic Solar Energy Conference, Amsterdam, (Niederlande), 25.-29. Sept. 2017, Amsterdam, 2017."},"publication":"Proceedings of the 33rd European Photovoltaic Solar Energy Conference, Amsterdam, (Niederlande), 25.-29. 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"},{"full_name":" Podlowski, L.","last_name":" Podlowski","first_name":"L."},{"last_name":" Berghold","first_name":"J.","full_name":" Berghold, J."},{"last_name":"Grunow","first_name":"Paul","full_name":"Grunow, Paul"}],"conference":{"location":"Aḿsterdam","start_date":"2017-09-25","name":"33rd European Photovoltaic Solar Energy Conference","end_date":"2017-09-29"},"year":"2017","status":"public","title":"Advanced PV Module Hot Spot Characterisation","user_id":"16148","_id":"6637","language":[{"iso":"eng"}]},{"user_id":"16148","_id":"6638","language":[{"iso":"eng"}],"date_updated":"2022-01-06T07:03:13Z","conference":{"location":"Hamburg","name":"NEIS 2017 – Conference on Sustainable Energy Supply and Energy Storage Systems by IEEE-PES","start_date":"2017-11-21","end_date":"2017-11-22"},"author":[{"full_name":"Krauter, Stefan","orcid":"0000-0002-3594-260X","first_name":"Stefan","last_name":"Krauter","id":"28836"}],"year":"2017","title":"Comparison of Conversion Efficiencies and Energy Yields of Micro-Inverters for Photovoltaic Modules","status":"public","department":[{"_id":"53"}],"type":"conference","place":"Hamburg","date_created":"2019-01-14T08:40:37Z","citation":{"bibtex":"@inproceedings{Krauter_2017, place={Hamburg}, title={Comparison of Conversion Efficiencies and Energy Yields of Micro-Inverters for Photovoltaic Modules}, booktitle={VDE-Proceedings of NEIS 2017 – Conference on Sustainable Energy Supply and Energy Storage Systems by IEEE-PES. Hamburg (Deutschland), 21.–22. September, 2017.}, author={Krauter, Stefan}, year={2017} }","ama":"Krauter S. Comparison of Conversion Efficiencies and Energy Yields of Micro-Inverters for Photovoltaic Modules. In: <i>VDE-Proceedings of NEIS 2017 – Conference on Sustainable Energy Supply and Energy Storage Systems by IEEE-PES. Hamburg (Deutschland), 21.–22. September, 2017.</i> Hamburg; 2017.","mla":"Krauter, Stefan. “Comparison of Conversion Efficiencies and Energy Yields of Micro-Inverters for Photovoltaic Modules.” <i>VDE-Proceedings of NEIS 2017 – Conference on Sustainable Energy Supply and Energy Storage Systems by IEEE-PES. Hamburg (Deutschland), 21.–22. September, 2017.</i>, 2017.","short":"S. Krauter, in: VDE-Proceedings of NEIS 2017 – Conference on Sustainable Energy Supply and Energy Storage Systems by IEEE-PES. Hamburg (Deutschland), 21.–22. September, 2017., Hamburg, 2017.","chicago":"Krauter, Stefan. “Comparison of Conversion Efficiencies and Energy Yields of Micro-Inverters for Photovoltaic Modules.” In <i>VDE-Proceedings of NEIS 2017 – Conference on Sustainable Energy Supply and Energy Storage Systems by IEEE-PES. Hamburg (Deutschland), 21.–22. September, 2017.</i> Hamburg, 2017.","ieee":"S. Krauter, “Comparison of Conversion Efficiencies and Energy Yields of Micro-Inverters for Photovoltaic Modules,” in <i>VDE-Proceedings of NEIS 2017 – Conference on Sustainable Energy Supply and Energy Storage Systems by IEEE-PES. Hamburg (Deutschland), 21.–22. September, 2017.</i>, Hamburg, 2017.","apa":"Krauter, S. (2017). Comparison of Conversion Efficiencies and Energy Yields of Micro-Inverters for Photovoltaic Modules. In <i>VDE-Proceedings of NEIS 2017 – Conference on Sustainable Energy Supply and Energy Storage Systems by IEEE-PES. Hamburg (Deutschland), 21.–22. September, 2017.</i> Hamburg."},"publication":"VDE-Proceedings of NEIS 2017 – Conference on Sustainable Energy Supply and Energy Storage Systems by IEEE-PES. Hamburg (Deutschland), 21.–22. 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