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g., refrigerators, microwave ovens, etc.) comprising 330 various makes and designs, and accumulated at 65 different places in Pittsburgh, Pennsylvania (American). Also, PLAID contains 1314 records for the blended procedure of 13 among these appliance types (in other words., measurements acquired whenever numerous devices were energetic simultaneously). Identifying electrical appliances based on electric measurements is worth focusing on in demand-side management applications when it comes to el