Run-time forecasting or modeling of domestic appliances has gained more attention in recent years. Comparing currently published works though is difficult due to many differently employed datasets and performance measures. Our long-term aim is to facilitate future work by comparing known approaches on different datasets. Initial results from one method Barbato et al. (in: IEEE International Conference on Smart Grid Communications (SmartGridComm), pp 404–409, 2011) indicate that it is not suitable for the prediction of appliance usage.

中文翻译：

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海报摘要：家用电器的运行时间是否可预测？

近年来，家用电器的运行时间预测或建模已受到越来越多的关注。由于许多采用不同的数据集和性能指标，比较当前出版的作品很困难。我们的长期目标是通过比较不同数据集上的已知方法来促进将来的工作。一种方法的初步结果Barbato等。（在：IEEE国际智能电网通信国际会议（SmartGridComm），第404-409页，2011年）中指出，它不适合预测设备使用情况。