Aman, S, Simmhan, Y, Prasanna, VK. Energy management systems: state of the art and emerging trends. IEEE Commun Mag 2013, 51:114–119.
Quintal, F, Pereira, L, Nunes, N, Nisi, V, Barreto, M. WATTSBurning: design and evaluation of an innovative eco‐feedback system. In: Kotze, P, Marsden, G, Lindgaard, G, Wesson, J, Winckler, M, eds. Human‐Computer Interaction—INTERACT 2013. Berlin: Springer; 2013, 453–470.
Pollitt, MG. The role of policy in energy transitions: lessons from the energy liberalisation era. Energy Policy 2012, 50:128–137.
Verbong, GPJ, Beemsterboer, S, Sengers, F. Smart grids or smart users? Involving users in developing a low carbon electricity economy. Energy Policy 2013, 52:117–125.
Lee, T. Global cities and transnational climate change networks. Glob Environ Polit 2013, 13:108–127.
Conaty, P, Mayo, E. Towards a co‐operative energy service sector. J Co‐oper Stud 2012, 45:46–55.
Sundramoorthy, V, Cooper, G, Linge, N, Liu, Q. Domesticating energy‐monitoring systems: challenges and design concerns. Pervas Comput 2011, 10:20–27.
Paetz, A‐G, Dütschke, E, Fichtner, W. Smart homes as a means to sustainable energy consumption: a study of consumer perceptions. J Consum Policy 2012, 35:23–41.
Krishnamurti, T, Davis, AL, Wong‐Parodi, G, Wang, J, Canfield, C. Creating an in‐home display: experimental evidence and guidelines for design. Appl Energy 2013, 108:448–458.
Karjalainen, S. Consumer preferences for feedback on household electricity consumption. Energy Build 2011, 45:458–467.
Bonino, D, Corno, F, De Russis, L. Home energy consumption feedback: a user survey. Energy Build 2012, 47:383–393.
Fischer, C. Feedback on household electricity consumption: a tool for saving energy? Energy Efficiency 2008, 1:79–104.
Vine, D, Buys, L, Morris, P. The effectiveness of energy feedback for conservation and peak demand: a literature review. Open J Energy Efficiency 2013, 2:7–15.
Fitzpatrick, G, Smith, G. Technology‐enabled feedback on domestic energy consumption: articulating a set of design concerns. Pervas Comput 2009, 8:37–44.
Ehrhardt‐Martinez, K, Donnelly, KA, Laitner, JA. Advanced Metering Initiatives and Residential Feedback Programs: A Meta‐Review for Household Electricity‐Saving Opportunities. Washington, DC: American Council for an Energy‐Efficient Economy; 2010.
Faruqui, A, Sergici, S, Sharif, A. The impact of informational feedback on energy consumption: a survey of the experimental evidence. Energy 2010, 35:1598–1608.
Bozchalui, MC, Hashmi, SA, Hassen, H, Cañizares, CA, Bhattacharya, K. Optimal operation of residential energy hubs in smart grids. IEEE Trans Smart Grid 2012, 3:1755–1766.
Carlson, DR, Matthews, HS, Bergés, M. One size does not fit all: averaged data on household electricity is inadequate for residential energy policy and decisions. Energy Build 2013, 64:132–144.
Birt, BJ, Newsham, GR, Beausoleil‐Morrison, I, Armstrong, MM, Saldanha, N, Rowlands, IH. Disaggregating categories of electrical energy end‐use from whole‐house hourly data. Energy Build 2012, 50:93–102.
Geelen, D, Reinders, A, Keyson, D. Empowering the end‐user in smart grids: recommendations for the design of products and services. Energy Policy 2013, 61:151–161.
Hargreaves, T, Nye, M, Burgess, J. Making energy visible: a qualitative field study of how householders interact with feedback from smart energy monitors. Energy Policy 2010, 38:6111–6119.
McKenna, E, Richardson, I, Thomson, M. Smart meter data: balancing consumer privacy concerns with legitimate applications. Energy Policy 2012, 41:807–814.
Pereira, L, Quintal, F, Barreto, M, Nunes, NJ. Understanding the limitations of eco‐feedback: a one‐year long‐term study. In: Holzinger, A, Pasi, G, eds. Human‐Computer Interaction and Knowledge Discovery in Complex, Unstructured, Big Data. Berlin: Springer; 2013, 237–255 at 251.
Dalén, A, Krämer, J, Weinhardt, C. Determining the optimal level of information granularity for efficient energy consumption decisions: experimental evidence. In: Proceedings of the 21st European Conference on Information Systems, Utrecht, 2013.
Newsham, GR, Donnelly, CL. A model of residential energy end‐use in Canada: Using conditional demand analysis to suggest policy options for community energy planners. Energy Policy 2013, 59:133–142.
Zoha, A, Gluhak, A, Imran, MA, Rajasegarar, S. Non‐intrusive load monitoring approaches for disaggregated energy sensing: a survey. Sensors 2012, 12:16838–16866.
Froehlich, J, Larson, E, Gupta, S, Cohn, G, Reynolds, MS, Patel, SN. Disaggregated end‐use energy sensing for the smart grid. Pervas Comput 2011, 10:28–39.
Swan, LG, Ugursal, VI. Modeling of end‐use energy consumption in the residential sector: a review of modeling techniques. Renew Sustain Energy Rev 2009, 13:1819–1835.
McLoughlin, F, Duffy, A, Conlon, M. Characterising domestic electricity consumption patterns by dwelling and occupant socio‐economic variables: an Irish case‐study. Energy Build 2012, 48:240–248.
Bartusch, C, Odlare, M, Wallin, F, Wester, L. Exploring variance in residential electricity consumption: household features and building properties. Appl Energy 2012, 92:637–643.
Bedir, M, Hasselaar, E, Itard, L. Determinants of electricity consumption in Dutch dwellings. Energy Build 2013, 58:194–207.
Aydinalp‐Koksal, M, Ugursal, VI. Comparison of neural network, conditional demand analysis, and engineering approaches for modelling end‐use energy consumption in the residential sector. Appl Energy 2008, 85:271–296.
Wong, YF, Sekercioglu, Y, Drummond, T, Wong, VS. Recent approaches to non‐intrusive load monitoring techniques in residential settings. In: IEEE Symposium on Computational Intelligence Applications in Smart Grid (CIASG), 2013, 73–79.
Weiss, M, Helfenstein, A, Mattern, F, Staake, T. Leveraging smart meter data to recognize home appliances. In: IEEE International Conference on Pervasive Computing and Communications (PerCom), 2012, 190–197.
Herter, K, Okuneva, Y. SMUD`s Residential Summer Solutions Study 2011–2012. El Dorado Hills, CA: Herter Energy Research Solutions, Inc.; 2013.
Pyrko, J. Energy saving targets: tested in households in the Swedish largest electricity saving experiment. In: Proceedings of the European Council for an Energy Efficient Economy Summer Study, 8‐381‐13, 2013, 6 pp.
ENERTECH. Work Package 2: Review of All Existing European Monitoring Campaigns in Households. Coimbra: REMODECE; 2006.
Hargreaves, T, Nye, M, Burgess, J. Keeping energy visible? Exploring how householders interact with feedback from smart energy monitors in the longer term. Energy Policy 2013, 52:126–134.
Grønhøj, A, Thøgersen, J. Feedback on household electricity consumption: learning and social influence processes. Int J Consum Stud 2011, 35:138–145.
EPRI. Understanding Electric Utility Customers—Summary Report: What We Know and What We Need to Know. Palo Alto, CA: EPRI; 2012 2012.1025856.
Bladh, M, Krantz, H. Towards a bright future? Household use of electric light: a microlevel study. Energy Policy 2008, 36:3521–3530.
Coleman, M, Brown, N, Wright, A, Firth, SK. Information, communication and entertainment appliance use: insights from a UK household study. Energy Build 2012, 54:61–72.
De Almeida, A, Fonseca, P, Schlomann, B, Feilberg, N. Characterization of the household electricity consumption in the EU, potential energy savings and specific policy recommendations. Energy Build 2011, 43:1884–1894.
http://remodece.isr.uc.pt/. (Accessed November 1, 2013).
Hart, M, de Dear, R. Weather sensitivity in household appliance energy end‐use. Energy Build 2004, 36:161–174.
Isaacs, N, Saville‐Smith, K, Camilleri, M, Burrough, L. Energy in New Zealand houses: comfort, physics and consumption. Build Res Inform 2010, 38:470–480.
Parker, DS. Research highlights from a large scale residential monitoring study in a hot climate. Energy Build 2003, 35:863–876.
Pratt, RG, Conner, CC, Cooke, BA, Richman, EE. Metered end‐use consumption and load shapes from the ELCAP residential sample of existing homes in the Pacific Northwest. Energy Build 1993, 19:179–193.
Sandusky, WF et al. ELCAP operational experience. Energy Build 1993, 19:167–178.
Puckett, CD, Mathis, N, Newton, J. Smart grid appliances case study: anatomy of a demonstration pilot. In: Proceedings of the European Council for an Energy Efficient Economy Summer Study, 2013, 6‐463‐13, 12 pp.
Saldanha, N, Beausoleil‐Morrison, I. Measured end‐use electric load profiles for 12 Canadian houses at high temporal resolution. Energy Build 2012, 49:519–530.
Sidler, O. DSM: major findings of an end‐use metering campaign in 400 households of four European countries. In: Proceedings of the European Council for an Energy Efficient Economy Summer Study, 2003, 467–474.
Sidler, O, Lemoine, J, Lebot, B, Pagliano, L. Electricity demand in European households: major findings from an extensive end‐use metering project in four individual countries. In: Proceedings of the 2002 ACEEE Summer Study on Energy Efficiency in Buildings, vol. 8, American Council for an Energy-Efficient Economy, Washington, DC. 2002, 281–292.
Sidler, O, Waide, P, Lebot, B. An experimental investigation of cooking, refrigeration and drying end‐uses in 100 households. In: Proceedings of the 2000 ACEEE Summer Study on Energy Efficiency in Buildings, vol. 1, American Council for an Energy-Efficient Economy, Washington, DC. 2000, 285–294.
Ueno, T, Sano, F, Saeki, O, Tsuji, K. Effectiveness of an energy‐consumption information system on energy savings in residential houses based on monitored data. Appl Energy 2006, 83:166–183.
Zimmermann, JP. End‐Use Metering Campaign in 400 Households in Sweden: Assessment of the Potential Electricity Savings. Eskilstuna: Swedish Energy Agency; 2009.
Harrison, GW, List, JA. Field experiments. J Econ Lit 2004, 42:1009–1055.
Delmas, MA, Fischlein, M, Asensio, OI. Information strategies and energy conservation behavior: a meta‐analysis of experimental studies from 1975 to 2012. Energy Policy 2013, 61:729–739.
http://www.ipc.on.ca/images/Resources/achieve‐goldstnd.pdf. (Accessed July 14, 2014).
Lund, H, Marszal, A, Heiselberg, P. Zero energy buildings and mismatch compensation factors. Energy Build 2011, 43:1646–1654.
De Martini, P. DR 2.0: A Future of Customer Response. Santa Ana, CA: Newport Consulting for the Association for Demand Response and Smart Grid; 2013.
Kim, MJ, Oh, MW, Cho, ME, Lee, H, Kim, JT. A critical review of user studies on healthy smart homes. Indoor Built Environ 2013, 22:260–270.
Atzori, L, Iera, A, Morabito, G. The internet of things: a survey. Comput Netw 2010, 54:2787–2805.