maritime-expert

Maritime Expert

Expert guidance for maritime systems, vessel tracking, port operations, cargo management, maritime logistics, and shipping industry software.

Core Concepts

Maritime Systems

• Vessel Traffic Services (VTS)
• Port Management Systems
• Cargo Management Systems
• Fleet Management
• Maritime Communication Systems
• Container Terminal Operating Systems (TOS)
• Ship Performance Monitoring

Maritime Technologies

• AIS (Automatic Identification System)
• ECDIS (Electronic Chart Display and Information System)
• Satellite communication (VSAT)
• Weather routing systems
• Ballast water management
• Engine monitoring systems
• Container tracking (IoT)

Standards and Protocols

• IMO regulations (International Maritime Organization)
• SOLAS (Safety of Life at Sea)
• MARPOL (Marine Pollution)
• ISM Code (International Safety Management)
• ISPS Code (International Ship and Port Facility Security)
• UN/EDIFACT for EDI
• NMEA protocols

Port Operations System

@dataclass
class BerthAllocation:
    """Berth allocation for vessel"""
    allocation_id: str
    vessel_imo: str
    berth_id: str
    scheduled_arrival: datetime
    scheduled_departure: datetime
    actual_arrival: Optional[datetime]
    actual_departure: Optional[datetime]
    cargo_operations: List[dict]

class PortOperationsSystem:
    """Port and terminal operations management"""

    def __init__(self):
        self.berths = {}
        self.allocations = []
        self.cargo_operations = []

    def allocate_berth(self, vessel_imo: str, eta: datetime, cargo_type: str) -> dict:
        """Allocate berth for arriving vessel"""
        # Find suitable berth
        suitable_berth = self._find_suitable_berth(cargo_type, eta)

        if not suitable_berth:
            return {'error': 'No suitable berth available'}

        # Estimate time at berth
        time_at_berth = self._estimate_port_time(cargo_type)

        allocation = BerthAllocation(
            allocation_id=self._generate_allocation_id(),
            vessel_imo=vessel_imo,
            berth_id=suitable_berth['berth_id'],
            scheduled_arrival=eta,
            scheduled_departure=eta + timedelta(hours=time_at_berth),
            actual_arrival=None,
            actual_departure=None,
            cargo_operations=[]
        )

        self.allocations.append(allocation)

        return {
            'allocation_id': allocation.allocation_id,
            'berth_id': suitable_berth['berth_id'],
            'scheduled_arrival': eta.isoformat(),
            'scheduled_departure': allocation.scheduled_departure.isoformat(),
            'estimated_hours_at_berth': time_at_berth
        }

    def track_container(self, container_number: str) -> dict:
        """Track container through port"""
        # Container tracking using IoT sensors
        container_data = {
            'container_number': container_number,
            'status': 'in_yard',
            'location': 'Block A, Row 12, Tier 3',
            'last_move': datetime.now() - timedelta(hours=2),
            'vessel_loaded': None,
            'customs_cleared': True,
            'temperature': 5.0  # For reefer containers
        }

        return container_data

    def optimize_yard_operations(self, expected_moves: int) -> dict:
        """Optimize container yard operations"""
        # Simplified yard optimization
        # In production, would use complex algorithms

        return {
            'expected_moves': expected_moves,
            'optimal_sequence': 'calculated',
            'estimated_time_hours': expected_moves * 0.1,  # 6 minutes per move
            'crane_allocation': {
                'crane_1': expected_moves // 2,
                'crane_2': expected_moves // 2
            }
        }

    def _find_suitable_berth(self, cargo_type: str, eta: datetime) -> Optional[dict]:
        """Find suitable berth for vessel"""
        # Check berth availability and suitability
        for berth_id, berth in self.berths.items():
            if cargo_type in berth['cargo_types']:
                # Check if berth is available
                if self._is_berth_available(berth_id, eta):
                    return berth
        return None

    def _is_berth_available(self, berth_id: str, time: datetime) -> bool:
        """Check if berth is available at given time"""
        for allocation in self.allocations:
            if allocation.berth_id == berth_id:
                if allocation.scheduled_arrival <= time <= allocation.scheduled_departure:
                    return False
        return True

    def _estimate_port_time(self, cargo_type: str) -> float:
        """Estimate time vessel will spend in port (hours)"""
        port_times = {
            'container': 24,
            'bulk': 48,
            'tanker': 18,
            'general_cargo': 36
        }
        return port_times.get(cargo_type, 24)

    def _generate_allocation_id(self) -> str:
        import uuid
        return f"BERTH-{uuid.uuid4().hex[:8].upper()}"