Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Plant-wide oscillations are common in many industrial processes. During the past few years, various methods have been proposed for the detection of plant-wide oscillations, including methods based on the autocorrelation function, the independent components analysis (ICA) and the spectral envelope. This article is aimed at understanding the advantages and limitations of the available methods using simulated data sets. The ICA based method is also improved by deriving approaches for determining the number of dominant ICs and for differentiating beten oscillatory and non-oscillatory ICs.
['Tan Wei Teck', 'Tan Chee Kiong', 'Lakshminarayanan Samavedham', 'Vinay Kariwala']
I am writing a research paper on a idea Comparison of Plant-wide Oscillation Detection Methods
[{"from": "human", "value": "I am writing a research paper on a idea Comparison of Plant-wide Oscillation Detection Methods"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Plant-wide oscillations are common in many industrial processes. During the past few years, various methods have been proposed for the detection of plant-wide oscillations, including methods based on the autocorrelation function, the independent components analysis (ICA) and the spectral envelope. This article is aimed at understanding the advantages and limitations of the available methods using simulated data sets. The ICA based method is also improved by deriving approaches for determining the number of dominant ICs and for differentiating beten oscillatory and non-oscillatory ICs."}]