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- W2896559432 abstract "The expansion of residential demand side management programs and increased deployment of controllable loads require accurate appliance-level load modeling and forecasting. This paper proposes a conditional hidden semi-Markov model to describe the probabilistic nature of residential appliance demand. Model parameters are estimated directly from power consumption data using scalable statistical learning methods. We also propose an algorithm for short-term load forecasting as a key application for appliance-level load models. Case studies performed using granular sub-metered power measurements from various types of appliances demonstrate the effectiveness of the proposed load model for short-term prediction." @default.
- W2896559432 created "2018-10-26" @default.
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- W2896559432 date "2021-07-26" @default.
- W2896559432 modified "2023-10-18" @default.
- W2896559432 title "Data-Driven Load Modeling and Forecasting of Residential Appliances" @default.
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- W2896559432 doi "https://doi.org/10.1109/pesgm46819.2021.9638072" @default.
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