AI RESEARCH
Towards Auto-Building of Embedded FPGA-based Soft Sensors for Wastewater Flow Estimation
arXiv CS.AI
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ArXi:2407.05102v2 Announce Type: replace-cross Executing flow estimation using Deep Learning (DL)-based soft sensors on resource-limited IoT devices has nstrated promise in terms of reliability and energy efficiency. However, its application in the field of wastewater flow estimation remains underexplored due to: (1) a lack of available datasets, (2) inconvenient toolchains for on-device AI model development and deployment, and (3) hardware platforms designed for general DL purposes rather than being optimized for energy-efficient soft sensor applications.