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May 3, 2026Open Access

Розробка методу енергоефективного керування паралельними насосними агрегатами з використанням стратегії еволюції адаптації коваріаційної матриці

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Authors

YBYuliya BulatbayevaRKRauan KossymbayevVTVictoria Tsypkina

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Overview

Randomized trial demonstrates energy-saving control in pumping stations, highlighting improved efficiency.

Key Points

  • The aim is to develop an energy-efficient control method for parallel pumping systems to enhance reliability and efficiency.
  • Utilized the CMA-ES strategy integrated with MATLAB for optimization.
  • Conducted experiments on a pumping station with four centrifugal pumps.
  • Assessed optimal unit numbers using adaptive penalty functions.
  • Achieved a 7% reduction in energy consumption while maintaining operation in the preferred region for 95.8% of the time.
  • Determined that using two variable frequency drives limits energy overconsumption to 25%.
  • Reduced search time for optimal solutions to 60–80 seconds, surpassing standard genetic algorithms.

Cite This Study

Bulatbayeva et al. (2026) studied this question.

synapsesocial.com/papers/69f6e6e68071d4f1bdfc784ehttps://doi.org/10.15587/1729-4061.2026.351680
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