Operation Optimization of Air Source Heat Pump coupled Electric Boiler Heating System based on TRNSYSFPJin, Xu; Liu, Pei; Liu, Zhongyan; He, YueLiu, Pei Baseline estimation of heating consumption for different house archetypes through a data-driven clustering methodologyFPPetrucci, Andrea (1); Athienitis, Andreas (1); Kloutse, Foll...

Extract Typical air-conditioning behavior pattern based on large-scale online VRF system operating dataISDa YanUnderstand Human Mobility Patterns in Arizona through Big Data AnalysisISBing DongApplications of big data on residential properties to provide decision-support for building energy policies...

Developing a Window Control Algorithm Based on Reinforcement Learning for Indoor PM2.5 MitigationFPAn, Yuting (1); Xia, Tongling (1); You, Ruoyu (2); Lai, Dayi (3); Liu, Junjie (4); Chen, Chun (1,5)An, YutingModel-Free Reinforcement Learning Based Control for Radiant Floor Heating SystemsFPHan, Xu (1,2); Malkawi, Ali (1,2)Han, Xu

Data-Driven Smart Buildings: A New EraISJose CandenadoJose CandenadoDisaggregating building-level occupancy into zone-level occupant counts using sensor fusionFPBrodie HobsonBrodie HobsonEffect of submeter density and configuration on disaggregation accuracy in commercial buildings...

Evaluate the Energy Saving from Window Opening Behavior through Coupling a Deep Learning Model with EnergyPlusFPPandey, Pratik Raj; Dong, Bing; Sharifi, Nina; Malsegna, Mason KennethPandey, Pratik RajDeveloping thermostat user mental models to inform better energy-saving designFPTamas, Ruth; O'Brien, Liam; Santana Quintero, MarioTa...

Welcome and short introduction into Annex 79ISAndreas Wagner, Liam O'Brien Occupants in the building design decision-making processISClarice Bleil De SouzaEvaluation and re-development of occupant-centric design of an office building in TorontoISTareq Abuimara, Liam O'Brie...