Weather Data Collection System Using Predictive Device Deployment
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Solution Overview
Problem
Current weather data collection systems lack the ability to efficiently gather and aggregate real-time, location-specific weather data from multiple sources, leading to incomplete and inaccurate weather broadcasts, especially during severe weather events.
Innovation Solution
A weather content collection system that utilizes a network of weather observation devices, monitored and predicted by a unified modeling language-based system, to gather and aggregate data from various geographic regions, determining which devices to deploy based on predicted weather events and user proximity, and then broadcasts the collected data through multiple channels.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Measurement precision
If traditional weather data collection systems are used, then the system structure is simple, but the ability to gather and aggregate real-time location-specific weather data from multiple sources is insufficient
Solution Approach 1:
The system segments weather data collection into multiple independent observation devices deployed across different geographic regions. Each device independently measures local weather conditions, and the results are aggregated by a central server. This segmentation enables location-specific real-time data collection while maintaining manageable device complexity through standardized measurement protocols.
Solution Approach 2:
The patent implements a universal weather observation device that can perform multiple measurement functions (temperature, humidity, pressure, wind speed) and communicate with various data aggregation systems. This multi-functionality improves measurement precision without proportionally increasing device complexity, as a single device design serves multiple purposes.
2Quantity of substance
If more weather observation devices are deployed to gather comprehensive data, then the completeness of weather data improves, but the cost and complexity of the system increase
Solution Approach 1:
The patent merges multiple weather observation devices into a unified network managed by a central server. The server aggregates data from all devices, creating a comprehensive weather monitoring system. This merging approach increases the quantity of data sources while managing system complexity through centralized processing and standardized communication protocols.
Solution Approach 2:
The system incorporates feedback mechanisms where the central server receives data from observation devices, processes it, and provides guidance for device deployment and operation. This feedback loop enables optimal device placement and operation, increasing data completeness while controlling system complexity through intelligent management.
3Loss of time
If real-time weather data collection is implemented, then the timeliness of weather information improves, but the energy consumption and operational complexity increase
Solution Approach 1:
The weather observation devices operate using periodic sampling rather than continuous monitoring. Devices take measurements at predetermined time intervals, transmit data when changes exceed thresholds, and remain in low-power states between measurements. This periodic action maintains real-time data collection capability while significantly reducing energy consumption compared to continuous operation.
Solution Approach 2:
The system implements self-service mechanisms where observation devices automatically detect when weather conditions change beyond predefined thresholds and trigger data transmission without external intervention. This automated self-service approach maintains timeliness while reducing operational complexity and energy consumption by eliminating the need for constant human monitoring and manual data collection.
Data Source
AI summary
A method of collecting weather data includes determining probable occurrences of weather events. Contact information corresponding to a plurality of users is maintained. Weather collection devices are sent to the plurality of users prior to the occurrence of the probable weather event. Data is collected by the weather collection devices upon the actual occurrence of the probable weather event.