Evidence map›Paper›PMID 41750815›Full record

ArticleFoods (Basel, Switzerland)2026

Green Coconut Biorefinery: RSM and ANN-GA Optimization of Coconut Water Microfiltration with IntegratedTechno-Economic Analysis.

José Diogo da Rocha Viana, Moacir Jean Rodrigues, Arthur Claudio Rodrigues de Souza, Raimundo Marcelino da Silva Neto, Paulo Riceli Vasconcelos Ribeiro, José Carlos Cunha Petrus, Ana Paula Dionísio

Abstract read
In one paragraph

Article in Foods (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

José Diogo da Rocha VianaPrograma de Pós-Graduação em Engenharia de Alimentos, Universidade Federal de Santa Catarina-UFSC, Florianópoli 88040-900, Brazil.ORCID 0000-0002-2545-7846
Moacir Jean RodriguesPrograma de Pós-Graduação em Ciências Naturais, Universidade Estadual do Ceará-UECE, Fortaleza 60060-120, Brazil.
Arthur Claudio Rodrigues de SouzaEmbrapa Agroindústria Tropical-EMBRAPA, Fortaleza 60511-110, Brazil.ORCID 0000-0003-2786-555X
Raimundo Marcelino da Silva NetoEmbrapa Agroindústria Tropical-EMBRAPA, Fortaleza 60511-110, Brazil.
Paulo Riceli Vasconcelos RibeiroEmbrapa Agroindústria Tropical-EMBRAPA, Fortaleza 60511-110, Brazil.ORCID 0000-0002-5258-4015
José Carlos Cunha PetrusPrograma de Pós-Graduação em Engenharia de Alimentos, Universidade Federal de Santa Catarina-UFSC, Florianópoli 88040-900, Brazil.
Ana Paula DionísioEmbrapa Agroindústria Tropical-EMBRAPA, Fortaleza 60511-110, Brazil.

Funding

Coordenação de Aperfeicoamento de Pessoal de Nível Superior 88882.345294/2019-1Coordenação de Aperfeicoamento de Pessoal de Nível Superior 88887.674809/2022-00
6 · The paper itself

Abstract

The coconut water market continues to expand, but industrial supply is constrained by the high perishability of fresh coconut water and the need for stabilization routes that preserve quality. This study optimized crossflow microfiltration of coconut water using a silicon carbide (SiC) ceramic membrane, high permeability, chemical/thermal robustness, and cleanability, and assessed the techno-economic feasibility of a green coconut biorefinery producing microfiltered coconut water and coconut pulp. Pressure and temperature were modeled and optimized using a face-centered design (FCD) and artificial neural networks coupled with a genetic algorithm (ANN-GA), considering permeate flux and fouling index (

Indexed as

artificial neural networkscoconut watereconomic modelingfoulingmembrane separation processresponse surface methodology

Identifiers

PMID41750815
PMCPMC12939026

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.