๐Ÿ” Exploring the Full Potential of SAM โ€” Looking to Learn from the Community

  • ahtisham ali
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02 Aug 2025 23:06 #14200 by ahtisham ali
Hi everyone,
Iโ€™ve exploring with SAM (System Advisor Model) over the past few months for solar PV system design and financial analysis. Iโ€™ve come to appreciate how powerful it is, especially considering itโ€™s a free tool. From performance modeling to incentive-based financial structures, SAM covers a lot.But the deeper I go, the more I realize I might not be using it to its full potential. So Iโ€™m reaching out to fellow users here โ€” whether you're an engineer, analyst, researcher, or student โ€” to ask:๐Ÿ“Œ How Are You Using SAM in Your Projects?Some specific questions Iโ€™d love input on:
  • Custom Workflows: Are you using SAMโ€™s Python SDK or LK scripting to automate tasks? If yes, what are you automating (e.g. batch simulations, parameter sweeps)?
  • Data Input Strategies: How do you handle weather data, especially for regions with limited TMY files? Any good sources or workarounds?
  • Financial Models: Are you using the default financial templates or building custom ones? Iโ€™m especially curious about how others handle PPAs, incentives, and depreciation methods in SAM.
  • Integrations: Have you linked SAM outputs to tools like Excel, Power BI, or GIS software for further analysis or reporting?
  • Limitations/Workarounds: Are there things you find SAM struggles with? How do you work around those issues (e.g. battery modeling, hybrid systems, time resolution)?
๐Ÿ“ˆ Bonus: Sharing Templates or Sample FilesIโ€™m also interested in seeing how others structure their projects. If anyone is willing to share templates or stripped-down versions of their project files (no sensitive data), it would be a great learning resource.

ย I think thereโ€™s a lot we can learn from each other by sharing use cases, creative approaches, and pain points. If youโ€™ve got insights, ideas, or even just questions โ€” drop them below. Letโ€™s build a mini knowledge hub here!Thanks in advance! ๐Ÿ™Œ

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