Predicting future flooding risks with AI to ensure safety.
The Flooding AI Prediction System is an advanced AI system that predicts the water levels of nearby rivers during heavy rainfall and assesses the risk of flooding. It supports countermeasure plans based on various scenarios for local governments, insurance companies, and more. The system utilizes terrain data, river water level data, rainfall data, and continuously improves prediction accuracy through reinforcement learning. With intuitive operation and a simple implementation process, immediate effects can be expected. This contributes to the acceleration of evacuation instructions and the strengthening of flood prevention measures, helping to build a safer society. 【Challenges】 ● It is difficult to predict when and to what extent the nearest river will rise during heavy rainfall. ● There is no information on how much rain needs to fall on the nearest river for flooding to occur. ● During river flooding, it is unclear how much and for how long buildings will be inundated, making it hard to determine the timing of evacuation. 【Features】 ● Advanced predictions utilizing the latest technology. ● Visual data that allows for intuitive understanding of flooding risks. ● Support for countermeasure plans based on various scenarios. ● Continuous accuracy improvement through reinforcement learning. 【Implementation Method】 (1) Input terrain, river water level, and rainfall data. (2) Simulate and analyze flooding and water levels. (3) Propose disaster prevention measures and issue evacuation recommendations.
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basic information
Arithmer Inc. applies cutting-edge mathematics to develop its proprietary AI engine, "Global Functions." For seven years since its founding, it has provided trusted AI solutions to many major companies. It has a proven track record with numerous companies and delivers high-precision and fast solutions in a short period.
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Applications/Examples of results
【Applications】 ● Flood simulation ● Water level simulation ● Disaster prevention support ● Evacuation recommendation support 【Implementation Achievements】 ● Flood simulation (local governments) ● Flood height measurement (major insurance companies) ● Water system dam discharge simulation 【AI Solution Achievements】 ● Wind Power AI: Predictive maintenance AI for equipment, power generation forecasting AI ● Manufacturing AI: Predictive AI within factories, cart quantity operation AI ● Logistics AI: Picking AI in warehouses, logistics route optimization AI ● Infrastructure AI: Digital AI for urban planning, flood AI for construction sites ● Retail AI: Recommendation AI for e-commerce sites, financial data matching AI ● Bio AI: Robot AI for drug discovery technology, AI for optimizing production processes based on data
Company information
Daiichi Jitsugyo (DJK) is expanding its business centered around seven operations as a supplier of industrial machinery both domestically and internationally. As we recognize the challenges facing the world alongside the realization of a prosperous life through industrial development, we aim to connect the accumulated know-how we have developed to the realization of a sustainable society, supporting global manufacturing with our ability to propose advanced technologies and services that meet diverse needs.
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