{"product_id":"smart-meter-data-analytics-yi-wang-9789811526237","title":"Smart Meter Data Analytics: Electricity Consumer Behavior Modeling, Aggregation, and Forecasting","description":"Overview for Smart Meter Data Analytics.- Smart Meter Data Compression Based on Load Feature Identification.- A Combined Data-Driven Approach for Electricity Theft Detection.- GAN-based Model for Residential Load Generation.- Ensemble Clustering for Individual Electricity Consumption Patterns Extraction.- Sparse and Redundant Representation-Based Partial Usage Pattern Extraction.- Data-Driven Personalized Price Design in Retail Market Using Smart Meter Data.- Deep Learning-Based Socio-demographic Information Identification.- Cross-domain Feature Selection and Coding for Household Energy Behavior.- Clustering of Electricity Consumption Behavior Dynamics Toward Big Data Applications.- Enhancing Short-term Probabilistic Residential Load Forecasting with Quantile LSTM.- An Ensemble Forecasting Method for the Aggregated Load With Subprofiles.- Prospects of Future Research Issues on Smart Meter Data Analytics.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Yi Wang, Qixin Chen, Chongqing Kang\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 9811526230\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9789811526237\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Springer\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 02\/25\/2020\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 293\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.36lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 0.75d","brand":"Yi Wang","offers":[{"title":"Hardcover","offer_id":44201987670271,"sku":"9789811526237","price":159.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_047371bf-7e24-4c78-921f-79afa382d422.jpg?v=1691492578","url":"https:\/\/www.whiterainbookhouse.com\/products\/smart-meter-data-analytics-yi-wang-9789811526237","provider":"WR Book House","version":"1.0","type":"link"}