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      <title>Self-Hosted Energy System Modeling Frameworks: PyPSA vs Calliope vs OpenModelica</title>
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      <description>&lt;h2 id=&#34;why-self-host-energy-system-modeling&#34;&gt;Why Self-Host Energy System Modeling?&lt;/h2&gt;&#xA;&lt;p&gt;The global energy transition demands sophisticated tools to model increasingly complex electricity systems. Grid operators, energy consultancies, and academic research groups need to simulate scenarios integrating renewables, storage, demand response, and sector coupling — from rooftop solar adoption rates to continent-scale transmission expansion. Commercial tools like PLEXOS and Aurora command five-figure annual licenses per seat, putting them out of reach for municipal planning agencies and university departments.&lt;/p&gt;</description>
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