Upcoming Talks Excited to talk at the Intelligent Building Operations Workshop at Purdue University in July and TEDergy event in Chicago in September.
Blog Penn Engineering published an article on our recent work.
Talk on “Learning and Control using Gaussian Processes” at the University of L’Aquila, Italy.
Paper entitled “Digital Twins for Efficient Modeling and Control of Buildings – An Integrated Solution with SCADA Systems” accepted for presentation at Building Performance Analysis Conference and SimBuild, 2018.
Guest lecture on “Learning and Control using Gaussian Processes” in Ph.D. course ESE680, University of Pennsylvania, Philadelphia.
Paper entitled “Data-driven Switched Affine Modeling for Model Predictive Control” accepted for presentation at the 6th IFAC Conference on Analysis and Design of Hybrid Systems, 2018.
Paper entitled “Data-Driven Model Predictive Control using Random Forests for Building Energy Optimization and Climate Control” accepted for publication in Applied Energy.
Lightning Talk at the GRASP/PRECISE Industry Day, University of Pennsylvania, Philadelphia.
Talk on “From energy efficiency to energy flexibility for Smart Cities” at the Smart Cities Forum, Perry World House, Philadelphia. More.
Talk on “Bridging Machine Learning and Controls for Volatile Energy Markets” at the Australian National University, Canberra, Australia. More.
Paper entitled “Learning and Control using Gaussian Processes” accepted for presentation at the 9th ACM/IEEE Intenational Conference on Cyber-Physical Systems 2018.
Talk on “Data Predictive Control using Regression Trees and Ensemble Learning” at CDC 2017, Melbourne, Australia.
Paper entitled “Data-driven Model Predictive Control with Regression Trees – An Application to Building Energy Management” accepted for publication in ACM Transactions on Cyber-Physical Systems.
Research Sympoisum Invited to Amazon’s 5th annual Graduate Research Symposium in Seattle.
Travel Award to attend the 56th IEEE Conference on Decision and Control (CDC) in Melbourne, Australia.
Talk on “Bridging Machine Learning and Controls for Volatile Energy Markets” at Amazon India, Flipkart Data Science and TCS Innovation Labs in Bangalore, India.
Talk on “Bridging Machine Learning and Controls for Volatile Energy Markets” at Microsoft Research, Redmond and University of Washington, Seattle. More.
Award 3rd prize in CIS 520 Machine Learning Competition on Sentiment Analysis for Tweet Classification, University of Pennsylvania, Philadelphia.
Award Our talk on “Data Predictive Control for Peak Power Reduction” wins the Best Presentation Award at the 3rd ACM International Conference on Systems for Energy-Efficient Built Environments (BuildSys), Stanford University! More.