Eine Plattform für die Wissenschaft: Bauingenieurwesen, Architektur und Urbanistik
Eine Plattform für die Wissenschaft: Bauingenieurwesen, Architektur und Urbanistik
Prediction System for the Production and Distribution of Water Supply Using Artificial Intelligence
The present invention relates to a production management system for water supply of tap water. More specifically, the present invention relates to a water supply production and supply forecasting system using artificial intelligence. To this end, the system for forecasting the production and supply of water required for tap water comprises: a first neural network model (610) machine-learned to infer a daily production volume and a daily supply amount on the basis of date information, weather information, past performance information, and various measurement data information of a business office; an output unit for inputting a desired date and corresponding weather into a first neural network model (610) and outputting a daily production amount and a daily supply amount; and a second neural network model (650) that is machine-learned to infer hourly production and hourly supply on the basis of date information, weather information, past performance information, measurement data information, and daily production and daily supply amounts inferred from the first neural network model (610).
본 발명은 상수도의 물공급을 위한 생산관리시스템에 관한 것으로서, 보다 상세하게는 인공지능을 이용한 물공급의 생산량 및 공급량 예측 시스템에 관한 것이다. 이를 위해, 상수도에 필요한 물공급의 생산량과 공급량을 예측하는 시스템에 있어서, 날짜정보, 날씨정보, 과거실적정보 및 사업소의 각종 계측데이터 정보에 기초하여 일별 생산량 및 일별 공급량을 추론하도록 기계학습된 제 1 신경망모델(610); 및 제 1 신경망모델(610)에 원하는 날짜와 해당 날씨를 입력하여 일별 생산량 및 일별 공급량을 출력하게 하는 출력부; 날짜정보, 날씨정보, 과거실적정보, 계측데이터 정보 및 제 1 신경망모델(610)로부터 추론된 일별 생산량 및 일별 공급량에 기초하여 시간별 생산량 및 시간별 공급량을 추론하도록 기계학습된 제 2 신경망모델(650);을 포함한다.
Prediction System for the Production and Distribution of Water Supply Using Artificial Intelligence
The present invention relates to a production management system for water supply of tap water. More specifically, the present invention relates to a water supply production and supply forecasting system using artificial intelligence. To this end, the system for forecasting the production and supply of water required for tap water comprises: a first neural network model (610) machine-learned to infer a daily production volume and a daily supply amount on the basis of date information, weather information, past performance information, and various measurement data information of a business office; an output unit for inputting a desired date and corresponding weather into a first neural network model (610) and outputting a daily production amount and a daily supply amount; and a second neural network model (650) that is machine-learned to infer hourly production and hourly supply on the basis of date information, weather information, past performance information, measurement data information, and daily production and daily supply amounts inferred from the first neural network model (610).
본 발명은 상수도의 물공급을 위한 생산관리시스템에 관한 것으로서, 보다 상세하게는 인공지능을 이용한 물공급의 생산량 및 공급량 예측 시스템에 관한 것이다. 이를 위해, 상수도에 필요한 물공급의 생산량과 공급량을 예측하는 시스템에 있어서, 날짜정보, 날씨정보, 과거실적정보 및 사업소의 각종 계측데이터 정보에 기초하여 일별 생산량 및 일별 공급량을 추론하도록 기계학습된 제 1 신경망모델(610); 및 제 1 신경망모델(610)에 원하는 날짜와 해당 날씨를 입력하여 일별 생산량 및 일별 공급량을 출력하게 하는 출력부; 날짜정보, 날씨정보, 과거실적정보, 계측데이터 정보 및 제 1 신경망모델(610)로부터 추론된 일별 생산량 및 일별 공급량에 기초하여 시간별 생산량 및 시간별 공급량을 추론하도록 기계학습된 제 2 신경망모델(650);을 포함한다.
Prediction System for the Production and Distribution of Water Supply Using Artificial Intelligence
인공지능을 이용한 물공급의 생산량 및 공급량 예측 시스템
LEE CHANG WOO (Autor:in) / WOO JEONGYEOB (Autor:in) / LEE JI YONG (Autor:in) / SUN SANGWOON (Autor:in) / JANG YOONSIK (Autor:in) / LEE KI YEON (Autor:in) / CHOI KYU HYOUNG (Autor:in) / LEE HYELEE (Autor:in)
23.08.2021
Patent
Elektronische Ressource
Koreanisch
IPC:
G06Q
Datenverarbeitungssysteme oder -verfahren, besonders angepasst an verwaltungstechnische, geschäftliche, finanzielle oder betriebswirtschaftliche Zwecke, sowie an geschäftsbezogene Überwachungs- oder Voraussagezwecke
,
DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES
/
E03B
Anlagen oder Verfahren zum Gewinnen, Sammeln oder Verteilen von Wasser
,
INSTALLATIONS OR METHODS FOR OBTAINING, COLLECTING, OR DISTRIBUTING WATER
/
G06F
ELECTRIC DIGITAL DATA PROCESSING
,
Elektrische digitale Datenverarbeitung
/
G06N
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
,
Rechnersysteme, basierend auf spezifischen Rechenmodellen
METHOD OF PREDICTION OF WATER SUPPLY FLOW USING ENSEMBLE ARTIFICIAL INTELLIGENCE ALGORITHM
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