Experimental design and response surface methodology in energy applications: A tutorial review

Mäkelä ,Mikko

doi:10.1016/j.enconman.2017.09.021

Sammanfattning

Experimental design and response surface methodology are useful tools for studying, developing and optimizing a wide range of engineering systems. This tutorial provides a summary and discussion on their use in energy applications. The theory and relevant calculations are clearly presented and discussed along with model diagnostics and interpretation. This is followed by a review of recent reports within the energy field. Overall, this contribution will clarify many aspects of experimental design and response surface methodology that are often confusingly discussed in the academic literature and summarizes relevant applications where they have been found useful.

Nyckelord

Design of experiments; Multiple linear regression; Process modeling; Process optimization; Variance

Publicerad i

Energy Conversion and Management
2017, volym: 151, sidor: 630-640
Utgivare: PERGAMON-ELSEVIER SCIENCE LTD

SLU författare

Mäkelä, Mikko
- Institutionen för skogens biomaterial och teknologi, Sveriges lantbruksuniversitet
- Aalto-universitetet

UKÄ forskningsämne

Sannolikhetsteori och statistik
Energiteknik

Publikationens identifierare

DOI: https://doi.org/10.1016/j.enconman.2017.09.021

Permanent länk till denna sida (URI)

https://res.slu.se/id/publ/93325