RUL.HMM: Remaining useful life using HMM (RUL.HMM)

Description Usage Arguments Value

Description

Compute pessimistic remaining useful life using HMMs

Usage

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RUL.HMM(timeSeries, models, SAXalphabetSize, SAXgroupSize, exp2,
  lastStateScanNum, confidenceCoef)

Arguments

timeSeries

The time series to be converted.

models

The generated hidden markov models. Output from createModel(s).*

SAXalphabetSize

The alphabet size used for the SAX conversion.

SAXgroupSize

The size of each group to be converted to a single SAX symbol.

exp2

Two to the power of exp2 will be the size.

lastStateScanNum

The amount of states scanned when finding the last sequence state.

confidenceCoef

A constant used when computing the lower and upper bounds of the RUL.

Value

The estimated pessimistic remaining useful life with an upper and lower bound.


jcpetkovich/rspatiotemp documentation built on May 18, 2019, 10:26 p.m.