Contents Preface xxi PART I ENERGY MANAGEMENT FRAMEWORK 1 Current status and future trends in energy management 2 Valentin Bertsch and Reinhard Madlener 2 Energy regulation and net zero 30 Michael G. Pollitt 3 Energy management ethics: technology assessment and responsible innovation 50 Rafaela Hillerbrand and Armin Grunwald 4 Energy management ethics: public and corporate responsibility 74 Klaus Steigleder and Johannes Graf Keyserlingk PART II RECENT DEVELOPMENTS IN METHODS TO SUPPORT ENERGY MANAGEMENT 5 Bilevel optimization in energy systems 95 Steven A. Gabriel 6 Machine learning for energy management 123 Richard Bean, Stephen Snow, Xiang Li, Mashhuda Glencross and Archie Chapman 7 Multi-criteria decision analysis (MCDA) for energy management 160 Jutta Geldermann, Erik Pohl and Marcel Dumeier 8 Open data and open source modeling for transparent energy management 190 Patrick Kuckertz, Heidi Ursula Heinrichs, David Neuroth, Julian Reul, Thomas Grube, Jochen Linßen, Leander Kotzur and Detlef Stolten 9 Energy management systems based on Internet of Things 211 Salah Bahramara and Asrin Seyedzahedi 10 Characterisation, simulation, and management of residential energy demand 225 Max Kleinebrahm, Russell McKenna, Jose L. Ramirez-Mendiola, Yohei Yamaguchi, Febin Kachirayil and Jacopo Torriti 11 Facilitation of energy management systems testing and validation via hardware in the loop concepts 253 Christopher S. Edrington, Behnaz Papari and Gokhan Ozkan PART III TOPICAL ISSUES WITHIN AND ACROSS SECTORS 12 Managing demand response in the residential sector 276 D.P. Finn, F. D’Ettorre, F. Pallonetto and M. De Rosa 13 Gamification and energy apps for residential energy management 309 Luuk Koedam, Tarek AlSkaif, Ioannis Lampropoulos, William Hurst and Wilfried van Sark 14 Decentralised autonomous energy systems: potentials and challenges for energy management 333 Russell McKenna, Jann Michael Weinand, Max Kleinebrahm and Esther Mengelkamp 15 The role of aggregators in energy transition 368 Ana Soares and Carlos Henggeler Antunes 16 An MCDM case study for promoting energy efficiency in industry 399 Perseu Padre de Macedo, Caroline, Maria de Miranda Mota, Antônio Vanderley and Herrero Sola 17 Energy efficiency roundtables and networks: a group-based energy management approach 431 Eberhard Jochem, Armin Eberle, Anna Gruber and Serafin von Roon 18 Energy efficiency audits with specific focus on the industrial sector: policies and implementation 450 Paolo Bertoldi 19 Integrating expert and stakeholder knowledge to support energy and climate policy 471 Marios Karmellos, Constantinos Taliotis, Elias Giannakis, Nestor, Fylaktos and Theodoros Zachariadis 20 Sector coupling: power-to-gas 493 J. A. Moncada, W. D’haeseleer and E. Delarue