Difference between revisions of "Template:LIMSpec for Cannabis Testing/Artificial intelligence and smart systems"
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! style="color:brown; background-color:#ffffee; width:700px;"| Requirement | ! style="color:brown; background-color:#ffffee; width:700px;"| Requirement | ||
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| style="padding-left:5px; padding-top:5px; padding-bottom:5px;" |▪ [https://www.astm.org/ | | style="padding-left:5px; padding-top:5px; padding-bottom:5px;" |▪ [https://www.astm.org/e1578-18.html ASTM E1578-18 E-16-1] | ||
| style="background-color:white; vertical-align: text-top;" |'''21.1''' The system should provide a means for integrating artificial intelligence (AI) into laboratory workflow as a smart agent or assistant.<br /> <br /><hr style="width:95%; margin: auto;"><br /> <br /> | | style="background-color:white; vertical-align: text-top;" |'''21.1''' The system should provide a means for integrating artificial intelligence (AI) into laboratory workflow as a smart agent or assistant.<br /> <br /><hr style="width:95%; margin: auto;"><br /> <br /> | ||
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| style="padding-left:5px; padding-top:5px; padding-bottom:5px;" |▪ [https://www.astm.org/ | | style="padding-left:5px; padding-top:5px; padding-bottom:5px;" |▪ [https://www.astm.org/e1578-18.html ASTM E1578-18 E-16-2] | ||
| style="background-color:white; vertical-align: text-top;" |'''21.2''' The system should support ontology-based machine learning for assisting with the analysis of laboratory informatics datasets.<br /> <br /><hr style="width:95%; margin: auto;"><br /> <br /> | | style="background-color:white; vertical-align: text-top;" |'''21.2''' The system should support ontology-based machine learning for assisting with the analysis of laboratory informatics datasets.<br /> <br /><hr style="width:95%; margin: auto;"><br /> <br /> | ||
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| style="padding-left:5px; padding-top:5px; padding-bottom:5px;" |▪ [https://www.astm.org/ | | style="padding-left:5px; padding-top:5px; padding-bottom:5px;" |▪ [https://www.astm.org/e1578-18.html ASTM E1578-18 E-16-3] | ||
| style="background-color:white; vertical-align: text-top;" |'''21.3''' The system should support voice data capture and retrieval as smart laboratory assistance functions.<br /> <br /><hr style="width:95%; margin: auto;"><br /> <br /> | | style="background-color:white; vertical-align: text-top;" |'''21.3''' The system should support voice data capture and retrieval as smart laboratory assistance functions.<br /> <br /><hr style="width:95%; margin: auto;"><br /> <br /> | ||
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| style="padding-left:5px; padding-top:5px; padding-bottom:5px;" |▪ [https://www.astm.org/ | | style="padding-left:5px; padding-top:5px; padding-bottom:5px;" |▪ [https://www.astm.org/e1578-18.html ASTM E1578-18 E-16-4] | ||
| style="background-color:white; vertical-align: text-top;" |'''21.4''' The system should be able to reschedule samples, change test assignments, and perform other laboratory activities based on voice command input.<br /> <br /><hr style="width:95%; margin: auto;"><br /> <br /> | | style="background-color:white; vertical-align: text-top;" |'''21.4''' The system should be able to reschedule samples, change test assignments, and perform other laboratory activities based on voice command input.<br /> <br /><hr style="width:95%; margin: auto;"><br /> <br /> | ||
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| style="padding-left:5px; padding-top:5px; padding-bottom:5px;" |▪ [https://www.astm.org/ | | style="padding-left:5px; padding-top:5px; padding-bottom:5px;" |▪ [https://www.astm.org/e1578-18.html ASTM E1578-18 E-16-5]<br />▪ [https://nvlpubs.nist.gov/nistpubs/SpecialPublications/NIST.SP.800-53r4.pdf NIST 800-53, Rev. 4, MA-6(2)] | ||
| style="background-color:white; vertical-align: text-top;" |'''21.5''' The system should support predictive maintenance routines for laboratory instruments and equipment.<br /> <br /><hr style="width:95%; margin: auto;"><br /> <br /> | | style="background-color:white; vertical-align: text-top;" |'''21.5''' The system should support predictive maintenance routines for laboratory instruments and equipment.<br /> <br /><hr style="width:95%; margin: auto;"><br /> <br /> | ||
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| style="padding-left:5px; padding-top:5px; padding-bottom:5px;" |▪ [https://www.astm.org/ | | style="padding-left:5px; padding-top:5px; padding-bottom:5px;" |▪ [https://www.astm.org/e1578-18.html ASTM E1578-18 E-16-6] | ||
| style="background-color:white; vertical-align: text-top;" |'''21.6''' The system should judiciously allow various system parameters to be optimized and ideal models set within the system by AI.<br /> <br /><hr style="width:95%; margin: auto;"><br /> <br /> | | style="background-color:white; vertical-align: text-top;" |'''21.6''' The system should judiciously allow various system parameters to be optimized and ideal models set within the system by AI.<br /> <br /><hr style="width:95%; margin: auto;"><br /> <br /> | ||
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| style="padding-left:5px; padding-top:5px; padding-bottom:5px;" |▪ [https://www.astm.org/ | | style="padding-left:5px; padding-top:5px; padding-bottom:5px;" |▪ [https://www.astm.org/e1578-18.html ASTM E1578-18 E-16-7] | ||
| style="background-color:white; vertical-align: text-top;" |'''21.7''' The system should allow AI to algorithmically infer from past learning how to customize without explicit instruction system parameters such as aggregation, transformation, and reporting of data.<br /> <br /><hr style="width:95%; margin: auto;"><br /> <br /> | | style="background-color:white; vertical-align: text-top;" |'''21.7''' The system should allow AI to algorithmically infer from past learning how to customize without explicit instruction system parameters such as aggregation, transformation, and reporting of data.<br /> <br /><hr style="width:95%; margin: auto;"><br /> <br /> | ||
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| style="background-color:white; vertical-align: text-top;" |'''21.9''' The system should allow for other types of facility monitoring (such as alarm, light, lock, and door statuses) and send notifications when necessary with recommendations for immediate and corrective action. The system should also maintain a log of all such monitored systems and their status changes.<br /> <br /><hr style="width:95%; margin: auto;"><br /> <br /> | | style="background-color:white; vertical-align: text-top;" |'''21.9''' The system should allow for other types of facility monitoring (such as alarm, light, lock, and door statuses) and send notifications when necessary with recommendations for immediate and corrective action. The system should also maintain a log of all such monitored systems and their status changes.<br /> <br /><hr style="width:95%; margin: auto;"><br /> <br /> | ||
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| style="padding-left:5px; padding-top:5px; padding-bottom:5px;" |▪ [https://www.law.cornell.edu/cfr/text/42/493.1252 42 CFR Part 493.1252]<br />▪ [https://www.astm.org/ | | style="padding-left:5px; padding-top:5px; padding-bottom:5px;" |▪ [https://www.law.cornell.edu/cfr/text/42/493.1252 42 CFR Part 493.1252]<br />▪ [https://www.astm.org/e1578-18.html ASTM E1578-18 E-16-10]<br />▪ [https://www.iso.org/standard/56115.html ISO 15189:2012 5.10.3] | ||
| style="background-color:white; vertical-align: text-top;" |'''21.10''' The system should monitor instrument health (such as critical parameters and maintenance timing) and send notifications when necessary with recommendations for immediate and corrective action. The system should also maintain a log of all such monitored instrument activities and status changes.<br /> <br /><hr style="width:95%; margin: auto;"><br /> <br /> | | style="background-color:white; vertical-align: text-top;" |'''21.10''' The system should monitor instrument health (such as critical parameters and maintenance timing) and send notifications when necessary with recommendations for immediate and corrective action. The system should also maintain a log of all such monitored instrument activities and status changes.<br /> <br /><hr style="width:95%; margin: auto;"><br /> <br /> | ||
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Latest revision as of 15:15, 23 June 2023
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