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Record W2621129841 · doi:10.1049/iet-gtd.2016.1574

Contribution to stability analysis of power hardware‐in‐the‐loop simulators

2017· article· en· W2621129841 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueIET Generation Transmission & Distribution · 2017
Typearticle
Languageen
FieldEngineering
TopicReal-time simulation and control systems
Canadian institutionsÉcole de Technologie SupérieureHydro-Québec
Fundersnot available
KeywordsStability (learning theory)Loop (graph theory)Computer sciencePower (physics)Hardware-in-the-loop simulationPower analysisControl engineeringControl theory (sociology)EngineeringEmbedded systemControl (management)MathematicsArtificial intelligenceAlgorithmPhysicsMachine learning

Abstract

fetched live from OpenAlex

This study establishes a new basis for understanding the stability of power hardware‐in‐the‐loop (PHIL) systems considering their hybrid (analogue/digital) nature. Such systems are known to have closed‐loop stability issues due to delays between the simulator and the power amplifier (PA). This work demonstrates that the conventional method for determining the stability criterion, which considers the system as a continuous model, is not appropriate. A new method of assessing the stability of a PHIL system based on discrete‐time impedance frequency responses is thus presented. Hydro‐Québec's Research Institute will use this innovative approach for the development of its own PHIL system, which will involve connecting the institute's real‐life experimental distribution test line to its large‐scale real‐time digital simulator through a 25‐kV, 10‐MVA PA. The validity of the new method is demonstrated for simulation models of a well‐known inductive system and of a distribution feeder connected to a large‐scale power system.

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: Empirical
Teacher disagreement score0.366
Threshold uncertainty score0.595

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
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 head0.019
GPT teacher head0.263
Teacher spread0.244 · 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