# Response Surface Methodology Using Observational Data: A Systematic Literature Review
## Abbreviations
(2017)_ [PERSON] [PERSON]; [PERSON]; [PERSON] Synthesis of Copper Oxide Nanoparticle and Photocatalytic Dye Degradation Study Using Response Surface Methodology (RSM) and Genetic Algorithm (GA). _Desalin. Water Treat._**2017**, _72_, 394-405. [CrossRef]
* _[PERSON] et al. (2021)_ [PERSON]; [PERSON]; [PERSON]; [PERSON]. Chemometric Assisted Development and Validation of a Stability-Indicating Lc Method for Determination of Related Substances in Haloperidol Decanoate Injection. _Indian J. Pharm. Educ. Res._**2021**, _55_, 904-915. [CrossRef]
* _[PERSON] et al. (2020)_ [PERSON]; [PERSON] [PERSON] Removal of Various Textile Dyes Using LaMn(Fe)O\({}_{3}\) and LaFeMn\({}_{0.5}\)O\({}_{3}\) Nanoperovskites; RSM Optimization, Isotherms and Kinetics Studies. _J. Inorg. Organomet. Polym. Mater._**2020**, _30_, 2789-2804. [CrossRef]* _[PERSON] et al. (2019)_ [PERSON]; [PERSON]; [PERSON]; [PERSON] Feasibility of Improving Carbohydrate Content of Chlorella S4, a Native Isolate from the Persian Gulf Using Sequential Statistical Designs. _Biofuels_**2019**, _13_, 1-9. [CrossRef]
* _[PERSON] et al. (2019)_ [PERSON]; [PERSON]; [PERSON] Mathematical Model and Optimisation for Tensile Strength of Human Hair Reinforced Polyester Composites. _Int. J. Comput. Mater. Sci. Surf. Eng._**2019**, \(8\), 76-88. [CrossRef]
* _[PERSON] et al. (2020)_ [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] Biodegradation of 4-Chlorobenzoic Acid by Lysinibacillus Macrolides DSM54T and Determination of Optimal Conditions. _Int. J. Environ. Res._**2020**, _14_, 145-154. [CrossRef]
* _[PERSON] et al. (2020)_ [PERSON]; [PERSON]; [PERSON]; [PERSON] Effects of Temperature and Dark Fermentation Effluent on Biomethane Production in a Two-Stage up-Flow Anaerobic Sludge Fixed-Film (UASFF) Bioreactor. _Fuel_**2020**, _263_, 116729. [CrossRef]
* _[PERSON] et al. (2018)_ [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] Response Surface Methodology for Modeling Bisphenol A Removal Using Ultrafiltration Membrane System. _Water. Air. Soil Pollut._**2018**, _229_, 222. [CrossRef]
* _[PERSON] et al. (2018)_ [PERSON]; [PERSON]; [PERSON]; [PERSON] Facile Acid Treatment of Multiwalled Carbon Nanotube-Titania Nanotube Thin Film Nanocomposite Membrane for Reverse Osmosis Desalination. _J. Clean. Prod._**2018**, _181_, 517-526. [CrossRef]
* _[PERSON] et al. (2015)_ [PERSON]; [PERSON]; [PERSON]; [PERSON] Formulation of a Fuel Spray SMD Model at Atmospheric Pressure Using Design of Experiments (DoE). _Fuel_**2015**, _153_, 355-360. [CrossRef]
* _[PERSON] et al. (2018)_ [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] Abstract. Optimization of Lard Compound Analysis Using Portable Electronic Nose Based upon Response Surface Methodology. _Malays. J. Consum. Fam. Econ._**2018**, _21_, 125-138. * _[PERSON] (2015)_ [PERSON]; [PERSON] The Performance of a Combined Devatered Cassava Mash Lump Pulverizer and Sifter under Some Operational Factors. _Agric. Eng. Int. CIGR J._**2015**, _17_, 82-92. * _[PERSON] et al. (2018)_ [PERSON]; [PERSON]; [PERSON] Evaluating the Static and Dynamic Modulus of Elasticity of Roller Compacted Rubbercte Using Response Surface Methodology. _Int. J. Geomate_**2018**, _14_, 186-192. [CrossRef]
* _[PERSON] et al. (2016)_ [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] Approach to Design Space from Retrospective Quality Data. _Pharm. Dev. Technol._**2016**, _21_, 26-38. [CrossRef]
* _[PERSON] et al. (2018)_ [PERSON]; [PERSON] [PERSON]; [PERSON]; [PERSON] Statistical Modeling and Optimization of the Combustion Efficiency in Cement Klin Precalciner. _Energy_**2018**, _155_, 351-359. [CrossRef]
* _[PERSON] et al. (2017)_ [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]. Analysis of Face Milling Performance on Inconel 718 Using FEM and Historical Data of RSM. _IOP Conf. Ser. Mater. Sci. Eng._**2017**, _270_, 012038. [CrossRef]
* _[PERSON] (2015)_ [PERSON]; [PERSON] RSM Based Prediction of Process Parameters in the Grinding Process of Portland Pozzolana Cement. _Int. J. Appl. Eng.