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Pulse amplitude and quality01:17

Pulse amplitude and quality

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Pulse amplitude is a crucial indicator of cardiac health because it provides valuable insights into the strength of left ventricular contractions and the overall uniformity of blood circulation within the vasculature. The strength of the pulse is directly related to the force with which the heart contracts and the volume of blood being pumped.
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When the heart pumps blood out, arterial elastic fibers play a crucial role in sustaining a high-pressure gradient. They expand to accommodate the received blood and then recoil - a process known as the pulse that can be either manually palpated or electronically quantified. Despite a reduction in its effect with increased distance from the heart, elements of the pulse's systolic and diastolic components persist, observable even at the arteriole level.
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The pulse is one of the most fundamental physiological indicators of the body's cardiovascular health. It is the rhythmic expansion and contraction of the arterial walls in response to the pressure generated by the heart's pumping action.
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Measures of variability are statistical metrics that reveal the dispersion pattern within a dataset. They are pivotal in biostatistics, providing insights into the heterogeneity within health and biological data. Variability signifies the degree to which data points diverge from one another, helping researchers understand the potential range of values and associated uncertainty within the data.
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Related Experiment Video

Updated: Feb 15, 2026

High-Throughput Analysis of Non-Photochemical Quenching in Crops Using Pulse Amplitude Modulated Chlorophyll Fluorometry
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Actuator stiction compensation via variable amplitude pulses.

B M S Arifin1, C J Munaro2, O F B Angarita2

  • 1Department of Chemical and Materials Engineering, University of Alberta, Edmonton, T6G 2V4, Canada.

ISA Transactions
|January 17, 2018
PubMed
Summary

A new stiction compensation method uses varying pulses to eliminate valve oscillations and improve control. This model-free approach adapts to friction uncertainties, enhancing setpoint tracking and disturbance rejection in industrial systems.

Keywords:
Control valvesFriction compensationProcess controlValve positionerValve stiction

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Area of Science:

  • Control Engineering
  • Process Automation
  • Friction Modeling

Background:

  • Stiction, a common nonlinearity in industrial control valves, causes oscillations and degrades performance.
  • Existing methods often require accurate friction models or introduce significant valve movement.
  • Effective stiction compensation is crucial for maintaining process stability and efficiency.

Purpose of the Study:

  • To develop a novel model-free stiction compensation scheme.
  • To eliminate oscillations and reduce valve movement in control systems.
  • To achieve robust setpoint tracking and disturbance rejection despite valve stiction.

Main Methods:

  • Implementation of a model-free compensation algorithm using pulses of varying amplitude.
  • Controller output is augmented with pulses to overcome stiction.
  • Adaptive compensation strategy: standby mode when error is small, re-activation upon exceeding a threshold.

Main Results:

  • Successfully eliminated oscillations caused by valve stiction.
  • Significantly reduced unnecessary valve movement.
  • Demonstrated good setpoint tracking and disturbance rejection capabilities.
  • Algorithm effectively copes with uncertainties in friction characteristics.

Conclusions:

  • The proposed model-free stiction compensation scheme offers an effective solution for improving control performance.
  • The adaptive pulse-based strategy provides robustness against friction variations.
  • Validated through simulation and industrial Distributed Control System (DCS) implementation.