sensors:start

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sensors:start [2026/01/22 16:01] bsamuelsensors:start [2026/01/22 22:07] (current) – [5. Water / Water Energy Monitoring] bsamuel
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   * Energy data may inform event prioritization and anomaly detection   * Energy data may inform event prioritization and anomaly detection
  
-===== 5. Human Input / External Event Logging =====+==== Grid Power Monitoring & Predictive Use ==== 
 + 
 +**Purpose:** Enable AOFS to safely use intermittent grid power and optimize energy costs. 
 + 
 +**Required Measurements (if grid is available):** 
 +  * Grid voltage, current, and frequency 
 +  * Short-term fluctuations and harmonics 
 +  * Availability signal (on/off) 
 + 
 +**Optional Measurements:** 
 +  * Historical grid availability patterns 
 +  * Probabilistic prediction of grid power for upcoming hours 
 + 
 +**Integration & Control Logic:** 
 +  * AOFS must only allow grid power usage if parameters are within safe thresholds 
 +  * Automatic relays and actuators must cut off grid supply immediately on overvoltage, under-voltage, or unsafe frequency 
 +  * Predictive patterns can inform decisions, e.g., delaying high-load pump operations until grid is likely available 
 +  * All local safety thresholds remain authoritative and override probabilistic logic 
 + 
 +===== 5. Water / Water Energy Monitoring ===== 
 + 
 +**Purpose:** Monitor and optimize water supply sources, including grid water, local wells, and storage tanks. 
 + 
 +**Required Measurements:** 
 +  * Tank LOW and FULL levels 
 +  * Flow rate in main and zoned pipelines 
 +  * Flow rate and pressure of grid water supply (if available) 
 +  * Availability signal for grid water (on/off) 
 + 
 +**Optional Measurements:** 
 +  * Historical grid water supply patterns 
 +  * Probability of grid water availability in next hours or days 
 +  * Water quality indicators (salinity, turbidity) 
 + 
 +**Integration & Control Logic:** 
 +  * AOFS may delay pumping from wells if probability of grid water availability is high 
 +  * Partial tank fill strategies: maintain mandatory minimum levels locally, avoid overfilling if grid water is likely 
 +  * Safety thresholds for tank levels must always be enforced, independent of probabilistic logic 
 +  * Logging of decisions, sensor readings, and probabilities is required for learning and optimization 
 + 
 +===== 6. Human Input / External Event Logging =====
  
 **Purpose:** Capture critical farm activities not measurable by sensors. **Purpose:** Capture critical farm activities not measurable by sensors.
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   * Full audit trail for edits or deletions is required   * Full audit trail for edits or deletions is required
  
-===== 6. Optical / Camera Documentation Systems =====+===== 7. Optical / Camera Documentation Systems =====
  
 **Purpose:** Provide visual documentation for review, auditing, and optional analysis. **Purpose:** Provide visual documentation for review, auditing, and optional analysis.
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 AI-based image analysis is **explicitly optional** and must not interfere with core logging or manual review. AI-based image analysis is **explicitly optional** and must not interfere with core logging or manual review.
  
-===== 7. Data Logging & Synchronization Rules =====+===== 8. Data Logging & Synchronization Rules =====
  
   * All sensor readings and human-input events **must be logged locally**   * All sensor readings and human-input events **must be logged locally**
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   * Synchronization follows AOFS federation rules   * Synchronization follows AOFS federation rules
   * Loss of connectivity must never result in data loss   * Loss of connectivity must never result in data loss
 +  * Grid power and water predictive measurements and decisions must be logged, including:
 +    - Probability estimates for predictive logic
 +    - Decisions made (pump on/off, fill levels)
 +    - Outcome of the decisions for future optimization
  
-===== 8. Calibration & Maintenance =====+===== 9. Calibration & Maintenance =====
  
   * All sensors must be calibrated according to manufacturer specifications   * All sensors must be calibrated according to manufacturer specifications
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   * Calibration and maintenance logs are auditable and synchronized   * Calibration and maintenance logs are auditable and synchronized
  
-===== 9. Compliance Requirements =====+===== 10. Compliance Requirements =====
  
 Minimum mandatory implementation: Minimum mandatory implementation:
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 Optional sensors enhance optimization and research but **do not affect baseline compliance**. Optional sensors enhance optimization and research but **do not affect baseline compliance**.
  
-===== 10. References =====+===== 11. References =====
  
   * [[architecture:field_controller:start|Field Controller Layer]]   * [[architecture:field_controller:start|Field Controller Layer]]
sensors/start.1769097700.txt.gz · Last modified: by bsamuel