CN114503120A - 综合能源系统的仿真方法、装置和计算机可读存储介质 - Google Patents

综合能源系统的仿真方法、装置和计算机可读存储介质 Download PDF

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CN114503120A
CN114503120A CN201980100606.3A CN201980100606A CN114503120A CN 114503120 A CN114503120 A CN 114503120A CN 201980100606 A CN201980100606 A CN 201980100606A CN 114503120 A CN114503120 A CN 114503120A
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model
simulation
nonlinear
energy system
integrated energy
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王德慧
江宁
张拓
田中伟
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Siemens AG
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Siemens AG
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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F30/00—Computer-aided design [CAD]
    • G06F30/20—Design optimisation, verification or simulation
    • G06F30/27—Design optimisation, verification or simulation using machine learning, e.g. artificial intelligence, neural networks, support vector machines [SVM] or training a model
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G06Q10/04—Forecasting or optimisation specially adapted for administrative or management purposes, e.g. linear programming or "cutting stock problem"
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00—Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
    • G06Q50/06—Electricity, gas or water supply
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F2113/00—Details relating to the application field
    • G06F2113/04—Power grid distribution networks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F2119/00—Details relating to the type or aim of the analysis or the optimisation
    • G06F2119/06—Power analysis or power optimisation

Abstract

一种综合能源系统的仿真方法、装置和计算机可读存储介质。接收仿真任务；基于所述仿真任务和所述综合能源系统的仿真模型，建立非线性方程组；基于线性规划算法求解非线性方程组以获取仿真结果；输出所述仿真结果；其中所述仿真模型的建立过程包括：确定综合能源系统的拓扑结构，所述拓扑结构包含综合能源系统的设备及所述设备之间的连接属性；确定所述设备的通用模型及对应于所述连接属性的连接件模型；经由所述连接件模型连接所述通用模型，以组成所述综合能源系统的仿真模型；训练所述仿真模型。可以执行各种仿真任务，以获取某一时刻系统的状态，或加入某些操作假设分析出的状态。

Description

PCT国内申请，说明书已公开。

Claims (13)

  1. PCT国内申请，权利要求书已公开。
CN201980100606.3A 2019-09-30 2019-09-30 综合能源系统的仿真方法、装置和计算机可读存储介质 Pending CN114503120A (zh)

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Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2023245403A1 (zh) * 2022-06-21 2023-12-28 西门子股份公司 流体网络系统的优化方法及装置
WO2024036628A1 (zh) * 2022-08-19 2024-02-22 西门子股份公司 能源系统的拓扑建模方法及装置
WO2024040608A1 (zh) * 2022-08-26 2024-02-29 西门子股份公司 能源管理系统的模型训练方法、装置及存储介质

Families Citing this family (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2023028860A1 (zh) * 2021-08-31 2023-03-09 西门子股份公司 流体网络系统的优化方法及装置
CN113932474B (zh) * 2021-11-15 2023-06-06 江苏科技大学 一种热泵多效蒸发耦合式水处理系统及其工作方法
EP4322076A1 (en) * 2022-08-11 2024-02-14 Vito NV A method and system for characterizing thermal energy distribution in thermal energy exchange systems
CN117077287A (zh) * 2023-08-16 2023-11-17 小米汽车科技有限公司 车身大型压铸件优化方法和装置

Family Cites Families (5)

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US20150184549A1 (en) * 2013-12-31 2015-07-02 General Electric Company Methods and systems for enhancing control of power plant generating units
AU2014409485A1 (en) * 2014-10-21 2017-05-11 Accenture Global Services Limited System, method, and apparatus for capacity determination for micro grid, and tangible computer readable medium
CN105939029B (zh) * 2016-06-21 2018-06-19 中国南方电网有限责任公司电网技术研究中心 综合能源系统规划方案获取方法和系统
CN106447113B (zh) * 2016-10-08 2019-11-08 东南大学 一种基于运行优化模型的多区域综合能源系统运行方法
CN109583141B (zh) * 2018-12-29 2022-08-23 国网江苏省电力有限公司南京供电分公司 一种计及电转气耦合的电-气互联系统机组组合线性模型及系统

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2023245403A1 (zh) * 2022-06-21 2023-12-28 西门子股份公司 流体网络系统的优化方法及装置
WO2024036628A1 (zh) * 2022-08-19 2024-02-22 西门子股份公司 能源系统的拓扑建模方法及装置
WO2024040608A1 (zh) * 2022-08-26 2024-02-29 西门子股份公司 能源管理系统的模型训练方法、装置及存储介质

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EP4024279A4 (en) 2023-05-10
EP4024279A1 (en) 2022-07-06

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