https://wikiciv.org/index.php?action=history&feed=atom&title=Solar_Alone_Multi-objective_Advisor_%28SAMA%29Solar Alone Multi-objective Advisor (SAMA) - Revision history2026-11-13T11:18:46ZRevision history for this page on the wikiMediaWiki 1.46.2https://wikiciv.org/index.php?title=Solar_Alone_Multi-objective_Advisor_(SAMA)&diff=5527&oldid=prev129.100.255.84 at 18:15, 24 July 20252025-07-24T18:15:48Z<p></p>
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<td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">Revision as of 18:15, 24 July 2025</td>
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<tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>'''SAMA (Solar Alone Multi-objective Advisor)''' is an open-source (GNU GPL v3) energy system optimizer and analyzer mainly concentrated on stand-alone off-grid solar photovoltaic (PV)-based renewable energy systems (RES). SAMA allows for hybrid systems in locations that need a form of non-battery backup generation. Using SAMA, users can find the optimum size of a hybrid energy system for their property based on the electric load profile and meteorological data (irradiation, temperature and wind speed). Users can access economic data for their optimal energy system as a result of SAMA optimization and calculations. SAMA is developed in '''Python 3.9''' using the ''NumPy, Numba, time, pandas, math, matplotlib and seaborn''.</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>'''SAMA (Solar Alone Multi-objective Advisor)''' is an open-source (GNU GPL v3) energy system optimizer and analyzer mainly concentrated on stand-alone off-grid solar photovoltaic (PV)-based renewable energy systems (RES). SAMA allows for hybrid systems in locations that need a form of non-battery backup generation. Using SAMA, users can find the optimum size of a hybrid energy system for their property based on the electric load profile and meteorological data (irradiation, temperature and wind speed). Users can access economic data for their optimal energy system as a result of SAMA optimization and calculations. SAMA is developed in '''Python 3.9''' using the ''NumPy, Numba, time, pandas, math, matplotlib and seaborn''.</div></td></tr>
<tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div>More information: Seyyed Ali Sadat, Jonathan Takahashi, Joshua M. Pearce, A Free and open-source microgrid optimization tool: SAMA the solar alone Multi-Objective Advisor, ''Energy Conversion and Management'', 298, 2023, 117686, https://doi.org/10.1016/j.enconman.2023.117686. ([https://www.academia.edu/108416812/A_Free_and_Open_source_Microgrid_Optimization_Tool_SAMA_the_Solar_Alone_Multi_Objective_Advisor Academia.edu])<del style="font-weight: bold; text-decoration: none;">{{YouTube|video=https://www.youtube.com/watch?v=jBLA-EiLpu8}}</del></div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div>More information: Seyyed Ali Sadat, Jonathan Takahashi, Joshua M. Pearce, A Free and open-source microgrid optimization tool: SAMA the solar alone Multi-Objective Advisor, ''Energy Conversion and Management'', 298, 2023, 117686, https://doi.org/10.1016/j.enconman.2023.117686. ([https://www.academia.edu/108416812/A_Free_and_Open_source_Microgrid_Optimization_Tool_SAMA_the_Solar_Alone_Multi_Objective_Advisor Academia.edu])</div></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;">[[File:SAMA_Logo-with_Typography.png|link=https://www.appropedia.org/File:SAMA_Logo-with_Typography.png|thumb|235x235px|SAMA Logo-with Typography]]</del></div></td><td colspan="2" class="diff-side-added"></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;">[[File:SAMA_typography.png|link=https://www.appropedia.org/File:SAMA_typography.png|thumb|237x237px|SAMA Typography]]</del></div></td><td colspan="2" class="diff-side-added"></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div> </div></td><td colspan="2" class="diff-side-added"></td></tr>
<tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>== Using SAMA ==</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>== Using SAMA ==</div></td></tr>
<tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>'''At the current version, SAMA is on the plain python code, but soon to be, an web tool and application exhibiting user interface will be designed for SAMA. To download SAMA newest version, please refer to its ''[https://github.com/Sas1997/SAMA GitHub repository] (Download all the files inside the SAMA V 1.01).'' Each part of software package back-end are described below. For comprehensive back-end discussion, please refer to [https://osf.io/7ztae SAMA user manual].'''</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>'''At the current version, SAMA is on the plain python code, but soon to be, an web tool and application exhibiting user interface will be designed for SAMA. To download SAMA newest version, please refer to its ''[https://github.com/Sas1997/SAMA GitHub repository] (Download all the files inside the SAMA V 1.01).'' Each part of software package back-end are described below. For comprehensive back-end discussion, please refer to [https://osf.io/7ztae SAMA user manual].'''</div></td></tr>
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</table>129.100.255.84https://wikiciv.org/index.php?title=Solar_Alone_Multi-objective_Advisor_(SAMA)&diff=5526&oldid=prev129.100.255.84: Created page with "'''SAMA (Solar Alone Multi-objective Advisor)''' is an open-source (GNU GPL v3) energy system optimizer and analyzer mainly concentrated on stand-alone off-grid solar photovoltaic (PV)-based renewable energy systems (RES). SAMA allows for hybrid systems in locations that need a form of non-battery backup generation. Using SAMA, users can find the optimum size of a hybrid energy system for their property based on the electric load profile and meteorological data (irradiat..."2025-07-24T18:14:11Z<p>Created page with "'''SAMA (Solar Alone Multi-objective Advisor)''' is an open-source (GNU GPL v3) energy system optimizer and analyzer mainly concentrated on stand-alone off-grid solar photovoltaic (PV)-based renewable energy systems (RES). SAMA allows for hybrid systems in locations that need a form of non-battery backup generation. Using SAMA, users can find the optimum size of a hybrid energy system for their property based on the electric load profile and meteorological data (irradiat..."</p>
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