%0 Conference Paper %1 Simmhan:buildsys:2011 %A Simmhan, Yogesh %A Prasanna, Viktor %A Aman, Saima %A Natarajan, Sreedhar %A Yin, Wei %A Zhou, Qunzhi %B Workshop On Embedded Sensing Systems For Energy-Efficiency In Buildings (BuildSys) %D 2011 %I ACM %K cep, demo grid. information integration, learning, machine peer reviewed, smart usc, %P 41--42 %R 10.1145/2434020.2434032 %T Towards Data-driven Demand-Response Optimization in a Campus Microgrid %U http://ceng.usc.edu/~simmhan/pubs/simmhan-buildsys-2011.pdf %X We describe and demonstrate a prototype software architecture to support data-driven demand response optimization (DR) in the USC campus microgrid, as part of the Los Angeles Smart Grid Demonstration Project. The architecture includes a semantic information repository that integrates diverse data sources to support DR, demand forecasting using scalable machine-learned models, and detection of load curtailment opportunities by matching complex event patterns.

@inproceedings{Simmhan:buildsys:2011, abstract = {We describe and demonstrate a prototype software architecture to support data-driven demand response optimization (DR) in the USC campus microgrid, as part of the Los Angeles Smart Grid Demonstration Project. The architecture includes a semantic information repository that integrates diverse data sources to support DR, demand forecasting using scalable machine-learned models, and detection of load curtailment opportunities by matching complex event patterns.}, added-at = {2023-04-07T07:37:58.000+0200}, author = {Simmhan, Yogesh and Prasanna, Viktor and Aman, Saima and Natarajan, Sreedhar and Yin, Wei and Zhou, Qunzhi}, biburl = {https://www.bibsonomy.org/bibtex/2e2bceae387353cf6e3172e43a9a9a1bc/vinayaka2000}, booktitle = {Workshop On Embedded Sensing Systems For Energy-Efficiency In Buildings (BuildSys)}, doi = {10.1145/2434020.2434032}, interhash = {7f97f813119f62f75f4870a2fa420b93}, intrahash = {e2bceae387353cf6e3172e43a9a9a1bc}, keywords = {cep, demo grid. information integration, learning, machine peer reviewed, smart usc,}, note = {Demo}, owner = {Simmhan}, pages = {41--42}, publisher = {ACM}, timestamp = {2023-04-07T07:37:58.000+0200}, title = {Towards Data-driven Demand-Response Optimization in a Campus Microgrid}, url = {http://ceng.usc.edu/~simmhan/pubs/simmhan-buildsys-2011.pdf}, year = 2011 }