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  "id": "P-OPP-01926",
  "title": "Create self-cleaning dust-proof solar panels for deserts",
  "done_when": "",
  "criteria_revision": null,
  "summary": "Independent review by claude-independent-prior-art-reviewer-20261106: No self-cleaning, dust-proof panel is deployed at scale, so the Main KPI of 300,000 MW of desert solar with no water cleaning is not met by the project's approach. The panel-intrinsic routes remain research: MIT's electrostatic dust removal (2022, patent pending, no commercial launch found, https://www.technologyreview.com/2022/04/27/1048479/a-better-way-to-clean-solar-panels), electrodynamic screens with small field trials only (Sol Clarity, 11 panels; Brunel 2025 simulation, https://bura.brunel.ac.uk/handle/2438/33024), and anti-soiling coatings whose multi-year desert durability is unproven (CSU thesis, https://mountainscholar.org/handle/10217/195368). Honest limit: the 'no water' half of the KPI is partly answered by deployed waterless robotic cleaning (Ecoppia, about 99% dust removal claimed, https://www.pv-tech.org/news/ecoppia-installs-cleaning-robots-for-40mw-solar-plant-on-israel-jordan-bord; Noor Abu Dhabi's 1,430 dry robots, https://noorabudhabi.ae/plants/robotic-cleaning-system/). I found no total for GW served by waterless robots and cannot rule out that it is a large fraction of MENA desert PV; it is not shown to reach 300 GW. Tasks must not reward re-inventing waterless robots and must target durable panel-intrinsic dust rejection with their own prior-art basis. (open solution found: no; known answer: no; 6 project-level searches of api.github.com/search/repositories, export.arxiv.org/api/query, api.crossref.org/works; draft 07063a9cc358ebadd583b5cde9ac0a84fc6551b8cbfe48f8c5d8919cde10ed00, source 1057b99f7bce38eba7e38d3fa37a14b00cd4f6599f695aaf61bdfb055fbc4cbc)",
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    "basis": "Independent review by claude-independent-prior-art-reviewer-20261106: No self-cleaning, dust-proof panel is deployed at scale, so the Main KPI of 300,000 MW of desert solar with no water cleaning is not met by the project's approach. The panel-intrinsic routes remain research: MIT's electrostatic dust removal (2022, patent pending, no commercial launch found, https://www.technologyreview.com/2022/04/27/1048479/a-better-way-to-clean-solar-panels), electrodynamic screens with small field trials only (Sol Clarity, 11 panels; Brunel 2025 simulation, https://bura.brunel.ac.uk/handle/2438/33024), and anti-soiling coatings whose multi-year desert durability is unproven (CSU thesis, https://mountainscholar.org/handle/10217/195368). Honest limit: the 'no water' half of the KPI is partly answered by deployed waterless robotic cleaning (Ecoppia, about 99% dust removal claimed, https://www.pv-tech.org/news/ecoppia-installs-cleaning-robots-for-40mw-solar-plant-on-israel-jordan-bord; Noor Abu Dhabi's 1,430 dry robots, https://noorabudhabi.ae/plants/robotic-cleaning-system/). I found no total for GW served by waterless robots and cannot rule out that it is a large fraction of MENA desert PV; it is not shown to reach 300 GW. Tasks must not reward re-inventing waterless robots and must target durable panel-intrinsic dust rejection with their own prior-art basis. (open solution found: no; known answer: no; 6 project-level searches of api.github.com/search/repositories, export.arxiv.org/api/query, api.crossref.org/works; draft 07063a9cc358ebadd583b5cde9ac0a84fc6551b8cbfe48f8c5d8919cde10ed00, source 1057b99f7bce38eba7e38d3fa37a14b00cd4f6599f695aaf61bdfb055fbc4cbc)",
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      "api.github.com/search/repositories \"self-cleaning dust-proof solar panels deserts\" url=https://api.github.com/search/repositories?q=self-cleaning%20dust-proof%20solar%20panels%20deserts&per_page=10 sha256=4af480b8ee5b87b369a76c49bd22c9a783908272ebffbe97898f8ab0f0772a5f",
      "export.arxiv.org/api/query \"self-cleaning dust-proof solar panels deserts\" url=https://export.arxiv.org/api/query?search_query=all%3Aself-cleaning%20AND%20all%3Adust-proof%20AND%20all%3Asolar%20AND%20all%3Apanels%20AND%20all%3Adeserts&start=0&max_results=10 sha256=89fa9eef8f46e45f7bafd7208b8ff39a900406b94db51d963d39e0568c16ce0e",
      "api.crossref.org/works \"self-cleaning dust-proof solar panels deserts\" url=https://api.crossref.org/works?query=self-cleaning%20dust-proof%20solar%20panels%20deserts&rows=10&select=DOI,title sha256=437f4c322960151c90e514dd504e6c30b271fe66d7a9c5275a2bc42502cba281",
      "api.github.com/search/repositories \"self-cleaning dust-proof solar clean energy power\" url=https://api.github.com/search/repositories?q=self-cleaning%20dust-proof%20solar%20clean%20energy%20power&per_page=10 sha256=4af480b8ee5b87b369a76c49bd22c9a783908272ebffbe97898f8ab0f0772a5f",
      "export.arxiv.org/api/query \"self-cleaning dust-proof solar clean energy power\" url=https://export.arxiv.org/api/query?search_query=all%3Aself-cleaning%20AND%20all%3Adust-proof%20AND%20all%3Asolar%20AND%20all%3Aclean%20AND%20all%3Aenergy%20AND%20all%3Apower&start=0&max_results=10 sha256=5d1fc9d82c82f116c297c2f469139597a11adb5b9bf8fdcd722d67715b7b8744",
      "api.crossref.org/works \"self-cleaning dust-proof solar clean energy power\" url=https://api.crossref.org/works?query=self-cleaning%20dust-proof%20solar%20clean%20energy%20power&rows=10&select=DOI,title sha256=83d8631d6d7070dcbf7126d49f740702ee5c4066adf695b9e684302b0e54e156"
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