Gossen’s first law in the modeling for demand side management: a thorough heat pump case study with deep learning based partial time series data generation

Autor: Chang Li, Gina Brecher, Jovana Kovačević, Hüseyin K. Çakmak, Kevin Förderer, Jörg Matthes, Veit Hagenmeyer

Publikováno v: Energy Informatics, Vol 7, Iss 1, Pp 1-18 (2024)

Abstract Gossen’s First Law describes the law of diminishing marginal utility. This paper aims to further verify the proposed hypothesis that Gossen’s First Law also holds in the modeling for Demand Side Management (DSM) with a thorough heat pump

Externí odkaz: https://doaj.org/article/8fa3b9fe181140e9bf2aefa9e01e6040

The database of the PREDICTS (Projecting Responses of Ecological Diversity In Changing Terrestrial Systems) project

Autor: Lawrence N. Hudson, Tim Newbold, Sara Contu, Samantha L. L. Hill, Igor Lysenko, Adriana De Palma, Helen R. P. Phillips, Tamera I. Alhusseini, Felicity E. Bedford, Dominic J. Bennett, Hollie Booth, Victoria J. Burton, Charlotte W. T. Chng, Argyrios Choimes, David L. P. Correia, Julie Day, Susy Echeverría‐Londoño, Susan R. Emerson, Di Gao, Morgan Garon, Michelle L. K. Harrison, Daniel J. Ingram, Martin Jung, Victoria Kemp, Lucinda Kirkpatrick, Callum D. Martin, Yuan Pan, Gwilym D. Pask‐Hale, Edwin L. Pynegar, Alexandra N. Robinson, Katia Sanchez‐Ortiz, Rebecca A. Senior, Benno I. Simmons, Hannah J. White, Hanbin Zhang, Job Aben, Stefan Abrahamczyk, Gilbert B. Adum, Virginia Aguilar‐Barquero, Marcelo A. Aizen, Belén Albertos, E. L. Alcala, Maria delMar Alguacil, Audrey Alignier, Marc Ancrenaz, Alan N. Andersen, Enrique Arbeláez‐Cortés, Inge Armbrecht, Víctor Arroyo‐Rodríguez, Tom Aumann, Jan C. Axmacher, Badrul Azhar, Adrián B. Azpiroz, Lander Baeten, Adama Bakayoko, András Báldi, John E. Banks, Sharad K. Baral, Jos Barlow, Barbara I. P. Barratt, Lurdes Barrico, Paola Bartolommei, Diane M. Barton, Yves Basset, Péter Batáry, Adam J. Bates, Bruno Baur, Erin M. Bayne, Pedro Beja, Suzan Benedick, Åke Berg, Henry Bernard, Nicholas J. Berry, Dinesh Bhatt, Jake E. Bicknell, Jochen H. Bihn, Robin J. Blake, Kadiri S. Bobo, Roberto Bóçon, Teun Boekhout, Katrin Böhning‐Gaese, Kevin J. Bonham, Paulo A. V. Borges, Sérgio H. Borges, Céline Boutin, Jérémy Bouyer, Cibele Bragagnolo, Jodi S. Brandt, Francis Q. Brearley, Isabel Brito, Vicenç Bros, Jörg Brunet, Grzegorz Buczkowski, Christopher M. Buddle, Rob Bugter, Erika Buscardo, Jörn Buse, Jimmy Cabra‐García, Nilton C. Cáceres, Nicolette L. Cagle, María Calviño‐Cancela, Sydney A. Cameron, Eliana M. Cancello, Rut Caparrós, Pedro Cardoso, Dan Carpenter, Tiago F. Carrijo, Anelena L. Carvalho, Camila R. Cassano, Helena Castro, Alejandro A. Castro‐Luna, Cerda B. Rolando, Alexis Cerezo, Kim Alan Chapman, Matthieu Chauvat, Morten Christensen, Francis M. Clarke, Daniel F.R. Cleary, Giorgio Colombo, Stuart P. Connop, Michael D. Craig, Leopoldo Cruz‐López, Saul A. Cunningham, Biagio D'Aniello, Neil D'Cruze, Pedro Giovâni daSilva, Martin Dallimer, Emmanuel Danquah, Ben Darvill, Jens Dauber, Adrian L. V. Davis, Jeff Dawson, Claudio deSassi, Benoit deThoisy, Olivier Deheuvels, Alain Dejean, Jean‐Louis Devineau, Tim Diekötter, Jignasu V. Dolia, Erwin Domínguez, Yamileth Dominguez‐Haydar, Silvia Dorn, Isabel Draper, Niels Dreber, Bertrand Dumont, Simon G. Dures, Mats Dynesius, Lars Edenius, Paul Eggleton, Felix Eigenbrod, Zoltán Elek, Martin H. Entling, Karen J. Esler, Ricardo F. deLima, Aisyah Faruk, Nina Farwig, Tom M. Fayle, Antonio Felicioli, Annika M. Felton, Roderick J. Fensham, Ignacio C. Fernandez, Catarina C. Ferreira, Gentile F. Ficetola, Cristina Fiera, Bruno K. C. Filgueiras, Hüseyin K. Fırıncıoğlu, David Flaspohler, Andreas Floren, Steven J. Fonte, Anne Fournier, Robert E. Fowler, Markus Franzén, Lauchlan H. Fraser, Gabriella M. Fredriksson, Geraldo B. Freire Jr, Tiago L. M. Frizzo, Daisuke Fukuda, Dario Furlani, René Gaigher, Jörg U. Ganzhorn, Karla P. García, Juan C. Garcia‐R, Jenni G. Garden, Ricardo Garilleti, Bao‐Ming Ge, Benoit Gendreau‐Berthiaume, Philippa J. Gerard, Carla Gheler‐Costa, Benjamin Gilbert, Paolo Giordani, Simonetta Giordano, Carly Golodets, Laurens G. L. Gomes, Rachelle K. Gould, Dave Goulson, Aaron D. Gove, Laurent Granjon, Ingo Grass, Claudia L. Gray, James Grogan, Weibin Gu, Moisès Guardiola, Nihara R. Gunawardene, Alvaro G. Gutierrez, Doris L. Gutiérrez‐Lamus, Daniela H. Haarmeyer, Mick E. Hanley, Thor Hanson, Nor R. Hashim, Shombe N. Hassan, Richard G. Hatfield, Joseph E. Hawes, Matt W. Hayward, Christian Hébert, Alvin J. Helden, John‐André Henden, Philipp Henschel, Lionel Hernández, James P. Herrera, Farina Herrmann, Felix Herzog, Diego Higuera‐Diaz, Branko Hilje, Hubert Höfer, Anke Hoffmann, Finbarr G. Horgan, Elisabeth Hornung, Roland Horváth, Kristoffer Hylander, Paola Isaacs‐Cubides, Hiroaki Ishida, Masahiro Ishitani, Carmen T. Jacobs, Víctor J. Jaramillo, Birgit Jauker, F. Jiménez Hernández, McKenzie F. Johnson, Virat Jolli, Mats Jonsell, S. Nur Juliani, Thomas S. Jung, Vena Kapoor, Heike Kappes, Vassiliki Kati, Eric Katovai, Klaus Kellner, Michael Kessler, Kathryn R. Kirby, Andrew M. Kittle, Mairi E. Knight, Eva Knop, Florian Kohler, Matti Koivula, Annette Kolb, Mouhamadou Kone, Ádám Kőrösi, Jochen Krauss, Ajith Kumar, Raman Kumar, David J. Kurz, Alex S. Kutt, Thibault Lachat, Victoria Lantschner, Francisco Lara, Jesse R. Lasky, Steven C. Latta, William F. Laurance, Patrick Lavelle, Violette Le Féon, Gretchen LeBuhn, Jean‐Philippe Légaré, Valérie Lehouck, María V. Lencinas, Pia E. Lentini, Susan G. Letcher, Qi Li, Simon A. Litchwark, Nick A. Littlewood, Yunhui Liu, Nancy Lo‐Man‐Hung, Carlos A. López‐Quintero, Mounir Louhaichi, Gabor L. Lövei, Manuel Esteban Lucas‐Borja, Victor H. Luja, Matthew S. Luskin, M Cristina MacSwiney G, Kaoru Maeto, Tibor Magura, Neil Aldrin Mallari, Louise A. Malone, Patrick K. Malonza, Jagoba Malumbres‐Olarte, Salvador Mandujano, Inger E. Måren, Erika Marin‐Spiotta, Charles J. Marsh, E. J. P. Marshall, Eliana Martínez, Guillermo Martínez Pastur, David Moreno Mateos, Margaret M. Mayfield, Vicente Mazimpaka, Jennifer L. McCarthy, Kyle P. McCarthy, Quinn S. McFrederick, Sean McNamara, Nagore G. Medina, Rafael Medina, Jose L. Mena, Estefania Mico, Grzegorz Mikusinski, Jeffrey C. Milder, James R. Miller, Daniel R. Miranda‐Esquivel, Melinda L. Moir, Carolina L. Morales, Mary N. Muchane, Muchai Muchane, Sonja Mudri‐Stojnic, A. Nur Munira, Antonio Muoñz‐Alonso, B. F. Munyekenye, Robin Naidoo, A. Naithani, Michiko Nakagawa, Akihiro Nakamura, Yoshihiro Nakashima, Shoji Naoe, Guiomar Nates‐Parra, Dario A. Navarrete Gutierrez, Luis Navarro‐Iriarte, Paul K. Ndang'ang'a, Eike L. Neuschulz, Jacqueline T. Ngai, Violaine Nicolas, Sven G. Nilsson, Norbertas Noreika, Olivia Norfolk, Jorge Ari Noriega, David A. Norton, Nicole M. Nöske, A. Justin Nowakowski, Catherine Numa, Niall O'Dea, Patrick J. O'Farrell, William Oduro, Sabine Oertli, Caleb Ofori‐Boateng, Christopher Omamoke Oke, Vicencio Oostra, Lynne M. Osgathorpe, Samuel Eduardo Otavo, Navendu V. Page, Juan Paritsis, Alejandro Parra‐H, Luke Parry, Guy Pe'er, Peter B. Pearman, Nicolás Pelegrin, Raphaël Pélissier, Carlos A. Peres, Pablo L. Peri, Anna S. Persson, Theodora Petanidou, Marcell K. Peters, Rohan S. Pethiyagoda, Ben Phalan, T. Keith Philips, Finn C. Pillsbury, Jimmy Pincheira‐Ulbrich, Eduardo Pineda, Joan Pino, Jaime Pizarro‐Araya, A. J. Plumptre, Santiago L. Poggio, Natalia Politi, Pere Pons, Katja Poveda, Eileen F. Power, Steven J. Presley, Vânia Proença, Marino Quaranta, Carolina Quintero, Romina Rader, B. R. Ramesh, Martha P. Ramirez‐Pinilla, Jai Ranganathan, Claus Rasmussen, Nicola A. Redpath‐Downing, J. Leighton Reid, Yana T. Reis, José M. Rey Benayas, Juan Carlos Rey‐Velasco, Chevonne Reynolds, Danilo Bandini Ribeiro, Miriam H. Richards, Barbara A. Richardson, Michael J. Richardson, Rodrigo Macip Ríos, Richard Robinson, Carolina A. Robles, Jörg Römbke, Luz Piedad Romero‐Duque, Matthias Rös, Loreta Rosselli, Stephen J. Rossiter, Dana S. Roth, T'ai H. Roulston, Laurent Rousseau, André V. Rubio, Jean‐Claude Ruel, Jonathan P. Sadler, Szabolcs Sáfián, Romeo A. Saldaña‐Vázquez, Katerina Sam, Ulrika Samnegård, Joana Santana, Xavier Santos, Jade Savage, Nancy A. Schellhorn, Menno Schilthuizen, Ute Schmiedel, Christine B. Schmitt, Nicole L. Schon, Christof Schüepp, Katharina Schumann, Oliver Schweiger, Dawn M. Scott, Kenneth A. Scott, Jodi L. Sedlock, Steven S. Seefeldt, Ghazala Shahabuddin, Graeme Shannon, Douglas Sheil, Frederick H. Sheldon, Eyal Shochat, Stefan J. Siebert, Fernando A. B. Silva, Javier A. Simonetti, Eleanor M. Slade, Jo Smith, Allan H. Smith‐Pardo, Navjot S. Sodhi, Eduardo J. Somarriba, Ramón A. Sosa, Grimaldo Soto Quiroga, Martin‐Hugues St‐Laurent, Brian M. Starzomski, Constanti Stefanescu, Ingolf Steffan‐Dewenter, Philip C. Stouffer, Jane C. Stout, Ayron M. Strauch, Matthew J. Struebig, Zhimin Su, Marcela Suarez‐Rubio, Shinji Sugiura, Keith S. Summerville, Yik‐Hei Sung, Hari Sutrisno, Jens‐Christian Svenning, Tiit Teder, Caragh G. Threlfall, Anu Tiitsaar, Jacqui H. Todd, Rebecca K. Tonietto, Ignasi Torre, Béla Tóthmérész, Teja Tscharntke, Edgar C. Turner, Jason M. Tylianakis, Marcio Uehara‐Prado, Nicolas Urbina‐Cardona, Denis Vallan, Adam J. Vanbergen, Heraldo L. Vasconcelos, Kiril Vassilev, Hans A. F. Verboven, Maria João Verdasca, José R. Verdú, Carlos H. Vergara, Pablo M. Vergara, Jort Verhulst, Massimiliano Virgilio, Lien Van Vu, Edward M. Waite, Tony R. Walker, Hua‐Feng Wang, Yanping Wang, James I. Watling, Britta Weller, Konstans Wells, Catrin Westphal, Edward D. Wiafe, Christopher D. Williams, Michael R. Willig, John C. Z. Woinarski, Jan H. D. Wolf, Volkmar Wolters, Ben A. Woodcock, Jihua Wu, Joseph M. Wunderle Jr, Yuichi Yamaura, Satoko Yoshikura, Douglas W. Yu, Andrey S. Zaitsev, Juliane Zeidler, Fasheng Zou, Ben Collen, Rob M. Ewers, Georgina M. Mace, Drew W. Purves, Jörn P. W. Scharlemann, Andy Purvis

Publikováno v: Ecology and Evolution, Vol 7, Iss 1, Pp 145-188 (2017)

Abstract The PREDICTS project—Projecting Responses of Ecological Diversity In Changing Terrestrial Systems (https://www.nhm.ac.uk/our-science/our-work/biodiversity/predicts.html)—has collated from published studies a large, reasonably representat

Externí odkaz: https://doaj.org/article/94125e2537a84b7c96f940e7a439ebf5

Coordinated price-based control of modulating heat pumps for practical demand response and peak shaving in building clusters

Autor: Langner, Felix, Kovačević, Jovana, Zwickel, Philipp, Dengiz, Thomas, Frahm, Moritz, Waczowicz, Simon, Çakmak, Hüseyin K., Matthes, Jörg, Hagenmeyer, Veit

Publikováno v: In Energy & Buildings 1 December 2024 324

Automated generation of large-scale distribution grid models based on open data and open source software using an optimization approach

Autor: Çakmak, Hüseyin K., Janecke, Luc, Hagenmeyer, Veit

The increasing share of renewable energy sources on distribution grid level as well as the emerging active role of prosumers lead to both higher distribution grid utilization, and at the same time greater unpredictability of energy generation and con

Externí odkaz: http://arxiv.org/abs/2202.13692

A Comparison of Partitioning Strategies in AC Optimal Power Flow

Autor: Murray, Alexander, Kyesswa, Michael, Schmurr, Philipp, Çakmak, Hüseyin K, Hagenmeyer, Veit

The highly non-convex AC optimal power flow problem is known to scale very poorly with respect to the number of lines and buses. To achieve improved computational speed and scalability, we apply a distributed optimization algorithm, the so-called Aug

Externí odkaz: http://arxiv.org/abs/1911.11516