The application discloses a kind of motor energy efficiency real-time monitoring systems based on sensor, it is related to motor monitoring technical field, in quasi-steady interval is analyzed, calculates comprehensive efficiency output energy efficiency evaluation dataset, combines temperature dataset, vibration characteristic dataset and
harmonic current spectrum dataset analysis energy efficiency deviation source, output loss
decomposition result, compare current operating parameter with the best efficiency point in
baseline model dataset, output efficiency deviation degree dataset, the present application realizes the real-
time perception of energy efficiency state by collecting multi-
source data, establishes
baseline model dataset and self-adapting update, can be automatically corrected with the aging of equipment and working condition change, carries out energy efficiency
decomposition under quasi-steady condition, outputs
copper loss, iron loss and mechanical loss result, realizes energy efficiency deviation explainability, completes abnormal attribution and credibility
score in combination with multi-channel
consistency analysis, reduces
false alarm and improves diagnostic reliability, to realize the
dynamic monitoring and intelligent optimization of motor energy efficiency.