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Distributed SystemsInformation Retrieval Systeme ProjektPrimary version
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Distributed SystemsInformation Retrieval Systeme ProjektPrimary version
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  • Fingerprint extraction of electrical appliances
    • 1. Data Preprocessing
    • 2. Transition Detection
  • AI in a nutshell
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  1. Fingerprint extraction of electrical appliances

2. Transition Detection

How do we identify the working status switch of a device in the houshold

Previous1. Data PreprocessingNextAI in a nutshell

Last updated 6 years ago

The main reason why we want to detect transitions, is because we only want to let the Fingerprint extraction learn, when there is actually a transition.

During data transmission there is alot of noisy and data from devices that are already running in the house, so there are no fingerprints to be learnt.

Because we only want to feed relevant data of devices turning on/off , we detect transitions and then feed the data at that transition to the fingerprint learning algorithm.

e FingerprintThe proposed algorithm for transition detection