Research for appliances and consumer monitoring by leaning the interaction model among temporal dynamics of power consumptions.

该项目的目的是从电力消耗模式中估计消费者的电器和生活活动的状况。该项目还旨在发现电子设备的非法性和不必要的需求。为此，我们开发了一个混合模型，有一些连续的动态系统和切换系统不连续的概率时间自动机。我们还开发了一种算法，通过分析家电功耗之间的相互作用，从功耗模式估计个人生活活动。

The purpose of the project is estimating conditions of appliances and living activity of the consumer from power consumption patterns. The project also aims to detect illegalities of electronic appliances and unnecessary demand. For this purpose, we developed a hybrid model that has some continuous dynamic systems and switches the systems discontinuously according to the probabilistic timed automaton. We also develop an algorithm to estimate personal living activities from power consumption patterns by analyzing interaction among power consumption of appliances.