CalejoControl/src/core/safety.py

163 lines
5.8 KiB
Python

"""
Safety Framework for Calejo Control Adapter.
Implements multi-layer safety mechanisms to prevent equipment damage
and operational hazards.
"""
from typing import Tuple, List, Optional, Dict
from dataclasses import dataclass
import structlog
from src.database.client import DatabaseClient
logger = structlog.get_logger()
@dataclass
class SafetyLimits:
"""Safety limits for a pump."""
hard_min_speed_hz: float
hard_max_speed_hz: float
hard_min_level_m: Optional[float]
hard_max_level_m: Optional[float]
hard_max_power_kw: Optional[float]
max_speed_change_hz_per_min: float
class SafetyLimitEnforcer:
"""
Enforces multi-layer safety limits on all setpoints.
This is the LAST line of defense before setpoints are exposed to SCADA.
ALL setpoints MUST pass through this enforcer.
Three-Layer Architecture:
- Layer 1: Physical Hard Limits (PLC/VFD) - 15-55 Hz
- Layer 2: Station Safety Limits (Database) - 20-50 Hz (enforced here)
- Layer 3: Optimization Constraints (Calejo Optimize) - 25-45 Hz
"""
def __init__(self, db_client: DatabaseClient):
self.db_client = db_client
self.safety_limits_cache: Dict[Tuple[str, str], SafetyLimits] = {}
self.previous_setpoints: Dict[Tuple[str, str], float] = {}
async def load_safety_limits(self):
"""Load safety limits from database into cache."""
try:
limits = self.db_client.get_safety_limits()
for limit in limits:
key = (limit['station_id'], limit['pump_id'])
self.safety_limits_cache[key] = SafetyLimits(
hard_min_speed_hz=limit['hard_min_speed_hz'],
hard_max_speed_hz=limit['hard_max_speed_hz'],
hard_min_level_m=limit.get('hard_min_level_m'),
hard_max_level_m=limit.get('hard_max_level_m'),
hard_max_power_kw=limit.get('hard_max_power_kw'),
max_speed_change_hz_per_min=limit['max_speed_change_hz_per_min']
)
logger.info("safety_limits_loaded", pump_count=len(limits))
except Exception as e:
logger.error("failed_to_load_safety_limits", error=str(e))
raise
def enforce_setpoint(
self,
station_id: str,
pump_id: str,
setpoint: float
) -> Tuple[float, List[str]]:
"""
Enforce safety limits on setpoint.
Args:
station_id: Station identifier
pump_id: Pump identifier
setpoint: Proposed setpoint (Hz)
Returns:
Tuple of (enforced_setpoint, violations)
- enforced_setpoint: Safe setpoint (clamped if necessary)
- violations: List of safety violations (for logging/alerting)
"""
violations = []
enforced_setpoint = setpoint
# Get safety limits
key = (station_id, pump_id)
limits = self.safety_limits_cache.get(key)
if not limits:
logger.error(
"no_safety_limits",
station_id=station_id,
pump_id=pump_id
)
# CRITICAL: No safety limits defined - reject setpoint
return (0.0, ["NO_SAFETY_LIMITS_DEFINED"])
# Check minimum speed
if enforced_setpoint < limits.hard_min_speed_hz:
violations.append(
f"BELOW_MIN_SPEED: {enforced_setpoint:.2f} < {limits.hard_min_speed_hz:.2f}"
)
enforced_setpoint = limits.hard_min_speed_hz
# Check maximum speed
if enforced_setpoint > limits.hard_max_speed_hz:
violations.append(
f"ABOVE_MAX_SPEED: {enforced_setpoint:.2f} > {limits.hard_max_speed_hz:.2f}"
)
enforced_setpoint = limits.hard_max_speed_hz
# Check rate of change (prevent sudden speed changes that damage equipment)
previous_setpoint = self.previous_setpoints.get(key)
if previous_setpoint is not None:
max_change = limits.max_speed_change_hz_per_min * 5.0 # 5-minute interval
actual_change = abs(enforced_setpoint - previous_setpoint)
if actual_change > max_change:
# Limit rate of change
direction = 1 if enforced_setpoint > previous_setpoint else -1
enforced_setpoint = previous_setpoint + (direction * max_change)
violations.append(
f"RATE_OF_CHANGE_LIMITED: {actual_change:.2f} Hz > {max_change:.2f} Hz"
)
# Store current setpoint for next rate-of-change check
self.previous_setpoints[key] = enforced_setpoint
# Log violations
if violations:
logger.warning(
"safety_limit_violation",
station_id=station_id,
pump_id=pump_id,
requested_setpoint=setpoint,
enforced_setpoint=enforced_setpoint,
violations=violations
)
# Record violation in database for audit
self._record_violation(station_id, pump_id, setpoint, enforced_setpoint, violations)
return (enforced_setpoint, violations)
def _record_violation(
self,
station_id: str,
pump_id: str,
requested: float,
enforced: float,
violations: List[str]
):
"""Record safety limit violation in database."""
query = """
INSERT INTO safety_limit_violations
(station_id, pump_id, requested_setpoint, enforced_setpoint, violations, timestamp)
VALUES (%s, %s, %s, %s, %s, NOW())
"""
self.db_client.execute(query, (station_id, pump_id, requested, enforced, violations))