An exact relaxation method for complementarity constraints of energy storages in power grid optimization problems

Wang, Qi; Wu, Wenchuan; Lin, Chenhui; Xu, Shuwei; Wang, Siyuan; Tian, Jian

doi:10.1016/j.apenergy.2024.123592

Applied Energy

2024

DOI: 10.1016/j.apenergy.2024.123592

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An exact relaxation method for complementarity constraints of energy storages in power grid optimization problems

Qi Wang,

Wenchuan Wu,

Chenhui Lin

et al.

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2025

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Cited by 2 publications

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A novel robust optimization method for mobile energy storage pre-positioning

Yuan,

Shen,

Xie

2025

Applied Energy

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A novel robust optimization method for mobile energy storage pre-positioning

Yuan,

Shen,

Xie

2025

Applied Energy

View full text Add to dashboard Cite

Dynamics Modeling for Key Performance Indicators in Higher Education Through Optimization Methods

Salmina,

Munzir,

Syahrini

et al. 2025

Int. j. math. eng. manag. sci.

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Dynamic models of higher education Key Performance Indicators (KPI) help in understanding how internal and external factors affect future KPI achievement. This study aims to construct a dynamic model of university KPI variables and estimate model parameters value. Several used steps to achieve goals are problem definition, variables, model formulation, prerequisite estimation, and conformity analysis. This model involves eight KPIs and three types of funding. Three optimization methods used are Type I constrained optimization, Type II constrained optimization, and unconstrained optimization. The results showed that the percentage of graduates getting decent jobs (KPI 1) in the future year is strongly influenced by two KPIs, namely the work of lecturers (KPI 5) and study programs with international accreditation (KPI 8). The existence of active practitioners (KPI 4) opens opportunities for international cooperation (KPI 6) and collaborative learning (KPI 7). Significant investment in improving the quality of lecturers and the right allocation of funds has proven to impact achieving the goals of higher education positively.

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An exact relaxation method for complementarity constraints of energy storages in power grid optimization problems

Cited by 2 publications

References 29 publications

A novel robust optimization method for mobile energy storage pre-positioning

A novel robust optimization method for mobile energy storage pre-positioning

Dynamics Modeling for Key Performance Indicators in Higher Education Through Optimization Methods

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