A. Alan, E. Costanza, J. Fischer, S. Ramchurn, T. Rodden et al., A Field Study of Human-Agent Interaction for Electricity Tariff Switching, Autonomous Agents and Multiagent Agent Systems (AAMAS), pp.965-972, 2014.

H. Allcott, Real time pricing and electricity markets, 2009.

F. Allerding and H. Schmeck, Organic smart home, Proceedings of the 2011 workshop on Organic computing, OC '11, pp.67-76, 2011.
DOI : 10.1145/1998642.1998654

A. Bahaj and P. James, Urban energy generation: The added value of photovoltaics in social housing, Renewable and Sustainable Energy Reviews, vol.11, issue.9, 2007.
DOI : 10.1016/j.rser.2006.03.007

N. Banerjee, S. Rollins, and K. Moran, Automating energy management in green homes, Proceedings of the 2nd ACM SIGCOMM workshop on Home networks, HomeNets '11, pp.19-2410, 2011.
DOI : 10.1145/2018567.2018572

T. Bapat, N. Sengupta, S. K. Ghai, V. Arya, Y. B. Shrinivasan et al., User-sensitive scheduling of home appliances, Proceedings of the 2nd ACM SIGCOMM workshop on Green networking, GreenNets '11, pp.43-4810, 1145.
DOI : 10.1145/2018536.2018546

S. Barker, A. Mishra, D. Irwin, P. Shenoy, and J. Albrecht, SmartCap: Flattening peak electricity demand in smart homes, 2012 IEEE International Conference on Pervasive Computing and Communications, pp.67-75, 2012.
DOI : 10.1109/PerCom.2012.6199851

K. Basu, L. Hawarah, N. Arghira, H. Joumaa, and S. Ploix, A prediction system for home appliance usage, Energy and Buildings, vol.67, pp.668-679, 2013.
DOI : 10.1016/j.enbuild.2013.02.008

N. Bergman and N. Eyre, What role for microgeneration in a shift to a low carbon domestic energy sector in the UK? Energy Efficiency, pp.335-353, 2011.

V. Braun and V. Clarke, Using thematic analysis in psychology, Qualitative Research in Psychology, vol.1, issue.2, pp.77-101, 2006.
DOI : 10.1080/08870440008400302

L. Broms, C. Katzeff, M. Baang, A. Nyblom, S. I. Hjelm et al., Coffee maker patterns and the design of energy feedback artefacts, Proceedings of the 8th ACM Conference on Designing Interactive Systems, DIS '10, pp.93-102, 2010.
DOI : 10.1145/1858171.1858191

E. Buchmann, K. Böhm, T. Burghardt, and S. Kessler, Re-identification of Smart Meter data. Personal and Ubiquitous Computing, pp.653-662, 2012.

L. Bunce, M. Harris, and M. Burgess, Charge up then charge out? Drivers' perceptions and experiences of electric vehicles in the UK. Transport Research Part A, pp.278-287, 2014.

G. E. Burnett, On-the-Move and in Your Car, International Journal of Mobile Human Computer Interaction, vol.1, issue.1, pp.60-78, 2009.
DOI : 10.4018/jmhci.2009010104

S. Caird, R. Roy, and H. Herring, Improving the energy performance of UK households: Results from surveys of consumer adoption and use of low- and zero-carbon technologies, Energy Efficiency, vol.28, issue.4, pp.149-166, 2008.
DOI : 10.1007/s12053-008-9013-y

J. Collins, A Micro-Generation Manifesto, 2004.

I. Convery and D. Cox, A Review of Research Ethics in Internet-Based Research, Practitionner Research in Higher Education, pp.50-57, 2012.

E. Costanza, J. Fischer, J. E. Colley, T. Rodden, S. Ramchurn et al., Doing the laundry with agents, Proceedings of the 32nd annual ACM conference on Human factors in computing systems, CHI '14, pp.813-822102557167, 1145.
DOI : 10.1145/2556288.2557167

E. Costanza, S. Ramchurn, and N. Jennings, Understanding domestic energy consumption through interactive visualisation, Proceedings of the 2012 ACM Conference on Ubiquitous Computing, UbiComp '12, pp.216-225, 2012.
DOI : 10.1145/2370216.2370251

T. Coughlan, K. Mackley, M. Brown, S. Martindale, S. Schlögl et al., Current Issues and Future Directions in Methods for Studying Technology in the Home, PsychNology Journal, vol.11, issue.2, pp.159-184, 2013.

A. Crabtree and T. Rodden, Domestic Routines and Design for the Home, Computer Supported Cooperative Work (CSCW), vol.12, issue.9, pp.191-220, 2004.
DOI : 10.1023/B:COSU.0000045712.26840.a4

A. Crabtree, A. Chamberlain, R. E. Grinter, M. Jones, T. Rodden et al., Introduction to the Special Issue of ???The Turn to The Wild???, ACM Transactions on Computer-Human Interaction, vol.20, issue.3, pp.1-4, 2013.
DOI : 10.1145/2491500.2491501

C. Del-granado, P. Pang, Z. Wallace, and S. , The value of electricity storage in domestic homes: a smart grid perspective, Energy Systems, vol.52, issue.4, pp.211-232, 2014.
DOI : 10.1007/s12667-013-0108-y

J. W. Creswell, Research Design: Qualitative, Quantitative, and Mixed Methods Approaches, 2003.

M. Cummings and K. Thornburg, Paying Attention to the Man behind the Curtain, IEEE Pervasive Computing, vol.10, issue.1, pp.58-62, 2011.
DOI : 10.1109/MPRV.2011.7

S. Darby, The Effectiveness of Feedback on Energy Consumption. A Review for DEFRA of the Literature on Metering, Billing and direct Displays, p.486, 2006.

S. Davidoff, M. Lee, C. Yiu, J. Zimmerman, and A. Dey, Principles of Smart Home Control, Proceedings of the 8th International Conference on Ubiquitous Computing (UbiComp'06), pp.19-3410, 2006.
DOI : 10.1007/11853565_2

E. Derijcke and J. Uitzinger, Residential behavior in sustainable houses, User Behavior and Technology Development, pp.119-126, 2006.
DOI : 10.1007/978-1-4020-5196-8_12

P. Devine-wright, Energy citizenship: psychological aspects of evolution in sustainable energy technologies, Framing the Present, Shaping the Future: Contemporary Governance of Sustainable Technologies, pp.63-86, 2007.

J. Dobbyn and G. Thomas, Seeing the light: the impact of micro-generation on our use of energy. Sustainable consumption rountable. The Hub Research Consultants, 2005.

N. Eyre, Micro-CHP, Energy Services and Smart Metering-Technological Innovation and Systemic Change, Micro Energy Systems: Review of Technology, Issues of Scale and Integration, pp.69-76, 2004.

H. Farhangi, The path of the smart grid, IEEE Power and Energy Magazine, vol.8, issue.1, pp.18-28, 2010.
DOI : 10.1109/MPE.2009.934876

E. A. Feinberg and D. Genethliou, Load Forecasting, Applied Mathematics for Restructured Electric Power Systems: Optimization, Control, and Computational Intelligence, pp.269-285, 2005.
DOI : 10.1007/0-387-23471-3_12

M. Ferrario, S. Forshaw, P. Newman, W. Simm, A. Friday et al., On the edge of supply: designing renewable energy supply into everyday life, Proceedings of the 2014 conference ICT for Sustainability, pp.48-57, 2014.
DOI : 10.2991/ict4s-14.2014.6

P. Finn, M. O-'connell, and C. Fitzpatrick, Demand side management of a domestic dishwasher: Wind energy gains, financial savings and peak-time load reduction, Applied Energy, vol.101, pp.678-685, 2013.
DOI : 10.1016/j.apenergy.2012.07.004

C. Fischer, Feedback on household electricity consumption: a tool for saving energy? Energy Efficiency, pp.79-104, 2008.

T. Franke, M. Günther, M. K. Trantow, R. Vilimek, A. Keinath et al., Examining User-Range Interaction in Battery Electric Vehicles ? a Field Study Approach, Proceedings of the 5th international conference on applied human factors and ergonomics (AHFE), pp.334-344, 2014.

T. Franke, M. Trantow, M. Günther, and J. Krems, User interaction with remote access to range-related information in BEVs, Proceedings of the 10th ITS European Congress, 2014.

C. Frayling, Research in art and design, Royal College of Art Research Papers, vol.1, issue.1, pp.1-5, 1993.

B. Gaver, T. Dunne, and E. Pacenti, Design: cultural probes. interactions, pp.21-29, 1999.

I. Goiri, K. Le, M. Haque, R. Beauchea, T. Nguyen et al., GreenSlot, Proceedings of 2011 International Conference for High Performance Computing, Networking, Storage and Analysis on, SC '11, pp.1-11, 2011.
DOI : 10.1145/2063384.2063411

E. Graham-rowe, B. Gardner, C. Abraham, S. Skippon, H. Dittmar et al., Mainstream consumers driving plug-in battery-electric and plug-in hybrid electric cars: A qualitative analysis of responses and evaluations. Transportation Research Part A: Policy and Practice, pp.140-153, 2012.

I. Griffin and I. Richardson, Using LATEX for Qualitative Data Analysis, The PracTEX Journal, vol.1, 2010.

A. Gustafsson and M. Gyllenswärd, The power-aware cord, CHI '05 extended abstracts on Human factors in computing systems , CHI '05, pp.1423-1426, 2005.
DOI : 10.1145/1056808.1056932

P. D. Haghighi and S. Krishnaswamy, Role of Context-Awareness for Demand Response Mechanisms, Information and Communication on Technology for the Fight against Global Warming, pp.136-14910, 2011.
DOI : 10.1142/S0218213004001533

H. He, S. Greenberg, and E. Huang, One size does not fit all, Proceedings of the 28th international conference on Human factors in computing systems, CHI '10, pp.927-93610, 2010.
DOI : 10.1145/1753326.1753464

C. Hiller, Influence of residents on energy use in 57 Swedish houses measured during four winter days, Energy and Buildings, vol.54, pp.376-385, 2012.
DOI : 10.1016/j.enbuild.2012.06.030

H. Hondo and K. Baba, Socio-psychological impacts of the introduction of energy technologies: Change in environmental behavior of households with photovoltaic systems, Applied Energy, vol.87, issue.1, pp.229-235, 2009.
DOI : 10.1016/j.apenergy.2009.05.009

H. Hutchinson, W. Mackay, B. Westerlund, B. B. Bederson, A. Druin et al., Technology probes, Proceedings of the conference on Human factors in computing systems , CHI '03, pp.17-2410642616, 1145.
DOI : 10.1145/642611.642616

A. Kamilaris, Y. Tofis, C. Bekara, A. Pitsillides, and E. Kyriakides, Integrating Web-Enabled Energy-Aware Smart Homes to the Smart Grid, International Journal on Advanced Intelligent System, vol.5, pp.15-31, 2012.

J. Keirstead, Behavioural responses to photovoltaic systems in the UK domestic sector, Energy Policy, vol.35, issue.8, pp.4128-4141, 2007.
DOI : 10.1016/j.enpol.2007.02.019

J. O. Kephard and D. M. Chess, The vision of autonomic computing, Computer, vol.36, issue.1, pp.41-50, 2003.
DOI : 10.1109/MC.2003.1160055

Y. Kim, T. Schmid, Z. M. Charbiwala, and M. B. Srivastava, ViridiScope, Proceedings of the 11th international conference on Ubiquitous computing, Ubicomp '09, pp.245-254, 2009.
DOI : 10.1145/1620545.1620582

C. Kobus, R. Mugge, and J. Schoormans, Washing when the sun is shining! How users interact with a household energy management system, Ergonomics, vol.31, issue.7, pp.56-451, 2013.
DOI : 10.1080/00140139.2012.721522

D. Lachut, N. Banerjee, and S. Rollins, Predictability of energy use in homes, International Green Computing Conference, pp.1-10, 2014.
DOI : 10.1109/IGCC.2014.7039146

D. Lachut, L. Choudhury, and N. Banerjee, Minimizing intrusiveness in home energy measurement, Proceedings of the Fourth ACM Workshop on Embedded Sensing Systems for Energy-Efficiency in Buildings, BuildSys '12, pp.56-63, 2012.
DOI : 10.1145/2422531.2422543

B. Lim and A. K. Dey, Evaluating Intelligibility Usage and Usefulness in a Context-Aware Application, pp.92-101, 2013.
DOI : 10.1007/978-3-642-39342-6_11

S. Loehmann, M. Landau, M. Koerber, and A. Butz, Heartbeat, Proceedings of the 6th International Conference on Automotive User Interfaces and Interactive Vehicular Applications, AutomotiveUI '14, pp.1-19, 2014.
DOI : 10.1145/2667317.2667331

V. P. Lonij, V. T. Jayadevan, A. E. Brooks, J. J. Rodriguez, K. Koch et al., Forecasts of PV power output using power measurements of 80 residential PV installs, 2012 38th IEEE Photovoltaic Specialists Conference, 2012.
DOI : 10.1109/PVSC.2012.6318280

A. B. Lovins and R. Mountain-institute, Reinventing Fire, 2011.

A. Lundström, Differentiated Driving Range, Proceedings of the 6th International Conference on Automotive User Interfaces and Interactive Vehicular Applications, AutomotiveUI '14, 2014.
DOI : 10.1145/2667317.2667347

A. Lundström and C. Bogdan, Designing & Understanding the Impacts of Electric Vehicle Apps, AutomotiveUI, pp.5-7, 2013.

A. Lundström and C. Bogdan, Having a Lead Foot? Exploring how to Visualize Energy Consumption and Driving in Electric Cars, Proceedings of the 6th International Conference on Automotive User Interfaces and Interactive Vehicular Applications, AutomotiveUI '14, pp.1-4, 2014.
DOI : 10.1145/2667239.2667303

A. Lundström, C. Bogdan, F. Kis, I. Olsson, and L. Fahlén, Enough power to move, Proceedings of the 14th international conference on Human-computer interaction with mobile devices and services, MobileHCI '12, p.201, 2012.
DOI : 10.1145/2371574.2371605

E. Mckenna, M. Mcmanus, S. Cooper, and M. Thomson, Economic and environmental impact of lead-acid batteries in grid-connected domestic PV systems, Applied Energy, vol.104, pp.239-249, 2013.
DOI : 10.1016/j.apenergy.2012.11.016

A. Meier, C. Aragon, T. Peffer, D. Perry, and M. Pritoni, Usability of residential thermostats: Preliminary investigations, Building and Environment, vol.46, issue.10, pp.1891-1898, 2011.
DOI : 10.1016/j.buildenv.2011.03.009

S. Mennicken and E. Huang, Hacking the Natural Habitat: An In-the-Wild Study of Smart Homes, Their Development, and the People Who Live in Them, Proceedings of the 10th International Conference on Pervasive Computing (Pervasive '12), pp.143-160, 2012.
DOI : 10.1007/978-3-642-31205-2_10

A. Molderink, V. Bakker, M. G. Bosman, J. L. Hurink, and G. J. Smit, Management and Control of Domestic Smart Grid Technology, IEEE Transactions on Smart Grid, vol.1, issue.2, pp.109-119, 2010.
DOI : 10.1109/TSG.2010.2055904

A. Molina-markham, P. Shenoy, K. Fu, E. Cecchet, and D. Irwin, Private memoirs of a smart meter, Proceedings of the 2nd ACM Workshop on Embedded Sensing Systems for Energy-Efficiency in Building, BuildSys '10, pp.61-66, 2010.
DOI : 10.1145/1878431.1878446

P. Monigatti, M. Apperley, and B. Rogers, Smart energy interfaces for electric vehicles, Proceedings of the 2014 International Working Conference on Advanced Visual Interfaces, AVI '14, pp.413-416, 2014.
DOI : 10.1145/2598153.2602229

P. Newman, S. Forshaw, W. Simm, M. A. Ferrario, J. Whittle et al., Seeding the Design Process for Future Problems, Human-Centered Software Engineering, pp.291-298, 2014.
DOI : 10.1007/978-3-662-44811-3_21
URL : https://hal.archives-ouvertes.fr/hal-01405089

O. 'hara, J. M. Higgins, J. C. Brown, and W. S. , Human Factors Consideration with Respect to Emerging Technology in Nuclear Power Plants (NUREG/CR-6947) Nuclear Regulatory Commission, 2008.

R. Parasuraman, T. B. Sheridan, and C. D. Wickens, A model for types and levels of human interaction with automation, IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans, vol.30, issue.3, pp.286-297, 2000.
DOI : 10.1109/3468.844354

S. Patel, T. Robertson, J. Kientz, M. Reynolds, and G. Abowd, At the flick of a switch: Detecting and classifying unique electrical events on the residential power line, Proceedings of the 9th International Conference on Ubiquitous Computing (UbiComp '07) (pp. 271?288,). {Innsbruck, Austria, 2007.

J. Pierce and E. Paulos, Materializing energy, Proceedings of the 8th ACM Conference on Designing Interactive Systems, DIS '10, pp.113-122, 2010.
DOI : 10.1145/1858171.1858193

J. Pierce and E. Paulos, A phenomenology of human-electricity relations, Proceedings of the 2011 annual conference on Human factors in computing systems, CHI '11, pp.2405-2408, 2011.
DOI : 10.1145/1978942.1979293

J. Pierce and E. Paulos, Beyond energy monitors, Proceedings of the 2012 ACM annual conference on Human Factors in Computing Systems, CHI '12, pp.665-674, 2012.
DOI : 10.1145/2207676.2207771

J. Pierce and E. Paulos, The local energy indicator, Proceedings of the Designing Interactive Systems Conference on, DIS '12, pp.631-634, 2012.
DOI : 10.1145/2317956.2318050

J. Pierce, D. J. Schiano, and E. Paulos, Home, habits, and energy, Proceedings of the 28th international conference on Human factors in computing systems, CHI '10, 1985.
DOI : 10.1145/1753326.1753627

P. Pina, M. Cummings, J. Crandall, and M. Penna, Identifying Generalizable Metric Classes to Evaluate Human-Robot Teams, Workshop on Metrics for Human-Robot Interaction, 3rd Ann. Conf. Human- Robot Interaction, pp.13-20, 2008.

P. Richard, T. Lubart, and E. Vaillant, Users' participation to creative design of new solutions for mobility, Proceedings of the 2014 European Conference on Cognitive Ergonomics, ECCE '14, pp.1-21, 2014.
DOI : 10.1145/2637248.2637258

Y. Rogers, HCI Therory: Classical, Modern, and Contemporary, 2012.

L. Schipper, Linking life-styles and energy use: a matter of time? Annual Review of Energy, pp.273-320, 1989.

J. Scott, A. J. Brush, J. Krumm, B. Meyers, M. Hazas et al., PreHeat, Proceedings of the 13th international conference on Ubiquitous computing, UbiComp '11, pp.281-29010, 1145.
DOI : 10.1145/2030112.2030151

N. Sharma, P. Sharma, D. Irwin, and P. Shenoy, Predicting solar generation from weather forecasts using machine learning, 2011 IEEE International Conference on Smart Grid Communications (SmartGridComm), pp.528-533, 2011.
DOI : 10.1109/SmartGridComm.2011.6102379

E. Shove, Converging Conventions of Comfort, Cleanliness and Convenience, Journal of Consumer Policy, vol.101, issue.4, pp.395-418, 2003.
DOI : 10.1023/A:1026362829781

W. Simm, M. Ferrario, P. Newman, A. Friday, S. Forshaw et al., Tiree Energy Pulse, Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems, CHI '15, pp.1965-1974, 2015.
DOI : 10.1145/2702123.2702285

A. Soares, A. Gomes, and C. Antunes, Domestic load characterization for demand-responsive energy management systems, 2012 IEEE International Symposium on Sustainable Systems and Technology (ISSST), pp.1-6, 2012.
DOI : 10.1109/ISSST.2012.6227976

R. C. Sonderegger, Movers and Stayers. The resident's contribution to variation across houses in energy consumption for space heating. Energy Build, pp.313-324, 1978.

H. Strömberg, P. Andersson, S. Almgren, J. Ericsson, M. Karlsson et al., Driver interfaces for electric vehicles, Proceedings of the 3rd International Conference on Automotive User Interfaces and Interactive Vehicular Applications, AutomotiveUI '11, pp.177-184, 2011.
DOI : 10.1145/2381416.2381445

Y. A. Strengers, Designing eco-feedback systems for everyday life, Proceedings of the 2011 annual conference on Human factors in computing systems, CHI '11, pp.2135-214410, 2011.
DOI : 10.1145/1978942.1979252

Y. A. Strengers, Smart energy in everyday life, interactions, vol.21, issue.4, pp.25-31, 2014.
DOI : 10.1145/2621931

Z. C. Taysi, M. A. Guvensan, and T. Melodia, TinyEARS, Proceedings of the 2nd ACM Workshop on Embedded Sensing Systems for Energy-Efficiency in Building, BuildSys '10, pp.31-36, 2010.
DOI : 10.1145/1878431.1878439

S. Tominaga, M. Shimosaka, R. Fukui, and T. Sato, A Unified Framework for Modeling and Predicting Going-Out Behavior, Proceedings of the 10th International Conference on Pervasive Computing, pp.73-90, 2012.
DOI : 10.1007/978-3-642-31205-2_5

N. Truong, J. Mcinerney, L. Tran-thanh, E. Costanza, and S. Ramchurn, Forecasting Multi- Appliance Usage for Smart Home Energy Management, Proceedings of the Twenty-Third international 190 References joint conference on Artificial Intelligence (IJCAI '13), pp.2908-2914, 2013.

J. W. Tukey, Exploratory Data Analysis, 1977.

R. Vilimek, A. Keinath, and M. Schwalm, The MINI E field study Advances in Human Aspects of Road and Rail Transportation, pp.363-37210, 1201.

M. Weiser, century, ACM SIGMOBILE Mobile Computing and Communications Review, vol.3, issue.3, pp.3-11, 1999.
DOI : 10.1145/329124.329126

T. Weng, Managing plug-loads for demand response within buildings, Proceedings of the Third ACM Workshop on Embedded Sensing Systems for Energy-Efficiency in Buildings, BuildSys '11, pp.13-18, 2011.
DOI : 10.1145/2434020.2434024

S. Wessman, S. Colombo, and C. Katzeff, Using design to engage households in the smart grid scenario, Proceedings of the 11Th European Academy of Design Conference, 2015.

K. S. Willis and A. Munro, The growth potential for Microgeneration in England, 2008.

A. Woodruff, J. Hasbrouck, and S. Augustin, A bright green perspective on sustainable choices, Proceeding of the twenty-sixth annual CHI conference on Human factors in computing systems , CHI '08, pp.313-322, 2008.
DOI : 10.1145/1357054.1357109

R. Yang, M. W. Newman, and J. Forlizzi, Making sustainability sustainable, Proceedings of the 32nd annual ACM conference on Human factors in computing systems, CHI '14, pp.823-832, 2014.
DOI : 10.1145/2556288.2557380

Z. Zhu, J. Tang, S. Lambotharan, W. H. Chin, and Z. Fan, An integer linear programming based optimization for home demand-side management in smart grid, pp.1-5, 2012.

J. Zimmerman, J. Forlizzi, and S. Evenson, Research through design as a method for interaction design research in HCI, Proceedings of the SIGCHI conference on Human factors in computing systems , CHI '07, pp.493-502, 2007.
DOI : 10.1145/1240624.1240704