发明名称 |
DISTRIBUTION TRANSFORMER HEAVY LOADING AND OVERLOADING MID-TERM AND SHORT-TERM PRE-WARNING ANALYTICS MODEL |
摘要 |
A system can generate a heavy load pre-warning or an overload pre-warning for distribution transformers. Operation of the system can include selecting data records received from a plurality of data sources; converting the data records in the plurality of different data formats; filtering the data records in the database by using a predetermined threshold and matching each of the filtered data records with one of a plurality of distribution transformers; transforming the matched data records to a plurality of predefined predictor variables; selecting a subset of the plurality of predefined predictor variables; training, testing and tuning a model and forecasting at least one of heavy load or overload for each of the plurality of distribution transformers in a predetermined region. |
申请公布号 |
CA2916454(A1) |
申请公布日期 |
2016.07.06 |
申请号 |
CA20152916454 |
申请日期 |
2015.12.30 |
申请人 |
ACCENTURE GLOBAL SERVICES LIMITED |
发明人 |
LI, MING;ZHOU, QIN;YANG, ZHIHUI;YE, MING;HE, LONG;LIN, GUANG |
分类号 |
G06Q10/04;G06Q50/06;H02B15/00;H02J13/00 |
主分类号 |
G06Q10/04 |
代理机构 |
|
代理人 |
|
主权项 |
|
地址 |
|