In the area of normalisation of key figures in accordance with ISO 50006, regression analysis is used in the context of energy management to demonstrate the effectiveness of optimisation measures. Interfering factors and their influence are first determined and then eliminated in the evaluation. For example, when comparing the heating load after optimising the heating system, the influence of a cold or warm winter can be determined and thus eliminated in the evaluation. In the area of process optimisation, regression analysis can be used to serve as a virtual sensor, for example when recording quality data.
The correlation analysis makes it possible to find dependencies and then create regression models. ResMa® Regression Analysis is a module that supports you in evaluating a representation after an optimisation measure in the energy sector. The regression model was created on the basis of a reference period prior to optimisation. You will then be able to perform a regression analysis for the evaluation period after the optimisation. The comparison of measured values and values calculated on the basis of the model shows the effect of the optimisation measure.
Regression analyses are statistical models for investigating the type of relationship between a target variable and one or more influencing variables. Based on a regression analysis, forecasts, i.e. predictions, can be made for the target variable.
Compliance with the normalisation of key figures in accordance with ISO 50006
Using correlation analyses to find dependencies in data
Creation of regression models based on the findings on dependencies
Correlation analysis is a statistical method that provides information about the type and strength of the relationship between variables.
The correlation matrix shows you whether the correlation between two measurement points in the evaluation period is positive or negative and how strong the correlation is. The correlation matrix uses a colour indication for positive / negative as well as a colour weighting with regard to the strength of the correlation. The correlation coefficients are also displayed in the corresponding tiles.
Extend your ResMa® package as an option. The modular structure allows you to use special and extensive evaluations and analyses. Find the ideal complement for you to fully benefit from the solution that can be used as energy management software.
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Would you like more information about our energy management solutions? Then download our system description. Here we provide you with comprehensive information on everything you need to know about our software solution for identifying and documenting energy and process-based potential and deriving measures for optimisation. Only if you are sufficiently informed you can make the decision that is best for you and your company in the end.
ResMa® Regression Analysis Package is a software solution that provides you with proof of the effect of optimisation measures. At Weidmüller GTI Software, we value modular software solutions, which we offer you with ResMa ®. Find out about the possibilities that await you with ResMa®.
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