Peer Reviewed Journal Articles


Sodenkamp, M., Wenig, J., Thiesse, F., Staake, T. (2019)

Who can drive electric? Segmentation of car drivers based on longitudinal GPS travel data.
Energy Policy.




Tiefenbeck, V., Wörner, A., Schöb, S., Fleisch, E., Staake, T. (2018)

Real-time feedback promotes energy conservation in the absence of volunteer selection bias and monetary incentives. 
Nature Energy.


Hopf, K., Sodenkamp, M., Staake, T. (2018)
Smart Meter Data Analytics for Enhanced Energy Efficiency in the Residential Sector.
Electronic Markets (forthcoming).

Hopf, K. (2018) 

Mining Volunteered Geographic Information for Predictive Energy Data Analytics. 

Energy Informatics (forthcoming).

Santini, S., Tiefenbeck, V. (2018) 
6thDACH+ Conference on Energy Informatics
Computer Science - Research and Development.

Schopfer, S., Tiefenbeck, V., Fleisch, E., Staake, T. (2018)
Economic assessment of photovoltaic battery systems based on household load profiles
Applied Energy Vol. 223, 1 August 2018, p. 229-248.

Tiefenbeck, V., Goette, L., Degen, K., Tasic, V., Fleisch, E., Lalive, R., Staake, T. (2018) 
Overcoming salience bias: how real-time feedback fosters resource conservation. 
Management Science, pp. 1458-1476.


Hauser, M., Günther, S., Flath, C. M., Thiesse, F. (2017) 
Leveraging RFID Data Analytics for the Design of an Automated Checkout System. 
Wirtschaftsinformatik 2017, St. Gallen, Switzerland, February 12-15.

Schöb, S., Günther, S. A., Regensburger, K., Staake, T. (2017)

NIWM: Non-intrusive water monitoring to uncover heat energy use in households.

Computer Science - Research and Development, pp. 127-133.


Schopfer, S., Tiefenbeck, V., Fleisch, E., Staake, T. (2017)
Providing primary frequency control with residential scale photovoltaic-battery systems.

Computer Science - Research and Development, pp. 105-115.


Sodenkamp, M., Kozlovskiy, I., Hopf, K., Staake, T. (2017) 

Smart Meter Data Analytics for Enhanced Energy Efficiency in the Residential Sector.

Wirtschaftsinformatik 2017, St. Gallen, Switzerland, February 12-15.

Tiefebeck, V. (2017) 

Bring behaviour into the digital transformation.

Nature Energy, pp. 17085-17087.


Sodenkamp, M.A., Tavana, M. and Di Caprio, D. (2016)
Modeling synergies in multi-criteria supplier selection and order allocation: An application to commodity trading. 
European Journal of Operational Research, 254(3), pp. 859-874.

Sodenkamp, M., Kozlovskiy, I., Staake, T. (2016)

Supervised classification with interdependent variables to support targeted energy efficiency measures in the residential sector. 

Decision Analytics 3:1.


Hopf, K., Sodenkamp, M., Kozlovskiy, I., Staake, T. (2015) 

Feature extraction and filtering for household classification based on smart electricity meter data.

Computer Science – Research and Development, pp. 1-8, 2015.

Scherer, M., Haubensak, O., Staake, T. (2015)

Assessing distorted trading incentives of balance responsible parties based on the example of the Swiss power system.

Energy Policy, 86, pp. 792-801.


Beckel, C., Sadamoria, L., Staake T., Santini, S. (2014) 

Revealing Household Characteristics from Smart Meter Data.

Energy, vol. 78, 2014, p. 397-410.

Sodenkamp, M., Hopf, K., & Staake, T. (2014)

Using Supervised Machine Learning to Explore Energy Consumption Data in Private Sector Housing.

Handbook of Research on Organizational Transformations through Big Data Analytics, 320.

Goebel, C., Jacobsen, H.-A., Razo, V., Doblander, C., Rivera, J., Ilg, J., Flath, C., Schmeck, H., Weinhardt, C., Pathmaperuma, D., Appelrath, H.-J., Sonnenschein, M., Lehnhoff, S., Kramer, O., Staake, T., Fleisch, E., Neumann, D., Strüker, J., Erek, K., Zarnekow, R., Ziekow, H., Lässig, J. (2014) 

Energy Informatics.

Business & Information Systems Engineering, vol. 1(7), 2014.

Paefgen, J., Staake, T., Fleisch, E. (2014) 

Multivariate exposure modeling of accident risk: Insights from pay-as-you-drive insurance data.

Transportation Research Part A: Policy and Practice, vol. 61, 2014, p. 27-40.

Paefgen, J., Staake, T., Thiesse, F. (2014) 

Evaluation and aggregation of pay-as-you-drive insurance rate factors: A classification analysis approach. 

Decision Support Systems, vol. 56, 2013, p. 192-201.


Burger, N., Staake, T., Fleisch, E., Hierold, C. (2013) 

Managing technology development teams – exploring the case of microsytems and nanosystems. 

R&D Management, vol. 43, 2013, p. 162-186.

Loock, C., Staake, T., Thiesse, F. (2013)

Motivating Energy-Efficient Behavior with Green IS: An Investigation of Goal Setting and the Role of Defaults.

MIS Quarterly, vol. 37(4), 2013, p. 1313-1332.

Tiefenbeck, V., Staake, T., Roth, K., Sachs, O. (2013)

For better or for worse? Empirical evidence of moral licensing in a behavioral energy conservation campaign.

Energy Policy, vol. 57, 2013, p- 160-171.


Sodenkamp, M.A. and Suhl, L. (2012) 

A multicriteria multilevel group decision method for supplier selection and order allocation.

International Journal of Strategic Decision Sciences (IJSDS), 3(1), pp. 81-105.

Staake, T., Thiesse, F., Fleisch, E. (2012)

Business Strategies in the Counterfeit Market. 

Journal of Business Research, vol. 65(5), 2012, pp. 658-665.



Staake, T., Graml, T., Baeriswyl, M., Loock, C. (2011) 

Durch Online-Interaktion Kunden für Energiedienstleistungen begeistern. 

Zeitschrift für Energie, Markt, Wettbewerb, (2)11, 2011.

Thiesse, F., Staake, T., Schmitt, P., Fleisch, E. (2011) 

The Rise of the ‘Next-Generation Bar Code': An International RFID Adoption Study.

Supply Chain Management: An International Journal, vol. 16(5), 2011, pp. 328-345.