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Record W3197731952 · doi:10.23977/jemm.2021.060109

Design of Power System of Algae Cleaning Mechanism Based On Fuzzy Controller

2021· article· en· W3197731952 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueJournal of Engineering Mechanics and Machinery · 2021
Typearticle
Languageen
FieldEngineering
TopicIndustrial Technology and Control Systems
Canadian institutionsnot available
Fundersnot available
KeywordsController (irrigation)Control engineeringControl theory (sociology)Fuzzy logicFuzzy control systemMATLABComputer scienceControl systemMechanism (biology)EngineeringControl (management)Artificial intelligenceOperating systemBiology

Abstract

fetched live from OpenAlex

Aiming at the problem of algae in the South-to-North Water Transfer Project, an algae-clearing mechanism based on fuzzy controller is designed. Use MATLAB software to simulate, establish the simulation model of the fuzzy control system in Simulink module according to the actual situation, select the two-dimensional Mamdani typed fuzzy controller, design the fuzzy control GUI according to the logic algorithm of the fuzzy control theory, and set a reasonable simulation timed to analyse the algae-clearing mechanism The law of the dynamic system. According to the simulation results, the optimal lifting interval timed and high-pressure water spraying time of the algae blocking net are obtained to control the start and stop of the motor and the water pump, so that the controller can be set to achieve the purpose of automatic control. The simulation results show that the method meets the requirements of the actual work of the algae removal machinery, so the fuzzy control system is suitable for the algae removal machinery and realizes the automatic control of the algae removal machinery.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Simulation or modeling · Consensus signal: Simulation or modeling
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.971
Threshold uncertainty score0.633

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.007
GPT teacher head0.176
Teacher spread0.169 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it