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公开(公告)号：US12124978B2
公开(公告)日：2024-10-22
申请号：US17555498
申请日：2021-12-19
Applicant: Tsinghua University
Inventor： Wenchuan Wu , Boming Zhang , Zihao Li , Hongbin Sun , Bin Wang , Qinglai Guo
IPC: G06Q10/04 , G05B19/042 , G06Q50/06 , H02J3/00
CPC classification number: G06Q10/04 , G05B19/042 , G06Q50/06 , H02J3/0012 , G05B2219/2639 , H02J2203/20
Abstract: The present disclosure provides a method for optimizing transformation of automation equipment in a power distribution network based on reliability, including determining installation states of respective components in the power distribution network and operation criterions for fault isolation, load transfer and fault recovery after a fault occurred in a feeder segment; determining a target function which is a target function for minimizing a total transformation cost of the power distribution network; determining constraint conditions including reliability constraints; establishing an optimization model for evaluating the reliability of the power distribution network based on the reliability constraints in accordance with the target function and the constraints; and solving the established optimization model for evaluating the reliability of the power distribution network based on the reliability constraints to obtain optimal solutions as optimization results of the automation transformation state of the circuit breaker and the switch and the reliability index.
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公开(公告)号：US12100954B2
公开(公告)日：2024-09-24
申请号：US17383764
申请日：2021-07-23
Applicant: Tsinghua University
Inventor： Hongbin Sun , Yanzhen Zhou , Qinglai Guo , Bin Wang , Wenchuan Wu , Zhengcheng Wang , Jian Lan
IPC: G06F113/04 , G06N3/04 , G06N3/08 , H02J3/24
CPC classification number: H02J3/24 , G06N3/04 , G06N3/08 , G06F2113/04 , H02J2203/20
Abstract: A transient stability assessment method for an electric power system is disclosed. Transient stability tags and steady-state data of the electric power system before a failure occurs are collected from transient stability simulation data. Data sets under different predetermined failures are obtained based on a statistical result of the transient stability tags and a maximum-minimum method. A similarity evaluation index between different predetermined failures is constructed based on a Jaccard distance and a Hausdorff distance. Different predetermined failures are clustered based on a clustering algorithm. A parameters-shared siamese neural network is trained for different predetermined failures in each cluster to obtain a multi-task siamese neural network for the transient stability assessment. Transient stability assessment results of the electric power system under all the predetermined failures are obtained based on the statistical result of the transient stability tags and the multi-task siamese neural network for the transient stability assessment.
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公开(公告)号：US11837871B2
公开(公告)日：2023-12-05
申请号：US17372977
申请日：2021-07-12
Applicant: TSINGHUA UNIVERSITY , STATE GRID CORPORATION OF CHINA
Inventor： Wenchuan Wu , Yue Yang , Bin Wang , Mingjie Li
CPC classification number: H02J3/466 , G06Q50/06 , H02J3/381 , H02J2203/20 , H02J2300/20
Abstract: A method for dispatching a power grid is disclosed. The method includes: obtaining a whole power generation interval scheduled for a cluster of renewable energy stations from a power grid dispatching center; establishing a decomposition model that includes an objection function and constraint conditions; decomposing the whole power generation interval with the decomposition model to obtain each power generation interval of each renewable energy station; and controlling each renewable energy station to generate powers based on each power generation interval. The objection function minimizes a total operating cost in the power grid and includes a renewable energy randomness indicating an actual power generation amount of each renewable energy station. The constraint conditions include a constraint from an installed capacity of each renewable energy station to each power generation interval and a constraint from the whole power generation interval to a sum of power generation intervals of renewable energy stations.
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公开(公告)号：US11689024B2
公开(公告)日：2023-06-27
申请号：US17383658
申请日：2021-07-23
Applicant: Tsinghua University
Inventor： Wenchuan Wu , Shuwei Xu , Boming Zhang , Hongbin Sun , Bin Wang , Qinglai Guo
IPC: H02J3/38 , G05B19/042
CPC classification number: H02J3/381 , G05B19/042 , G05B2219/2639 , H02J2203/20 , H02J2300/28
Abstract: The disclosure relates to a two-side stochastic dispatching method for a power grid. By analyzing historical data of wind power, the Gaussian mixture distribution is fitted by software. For certain power system parameters, a two-side chance-constrained stochastic dispatching model is established. The hyperbolic tangent function is used to analyze and approximate cumulative distribution functions of random variables in the reserve demand constraint and the power flow constraint, to convert the two-side chance constraint into a deterministic constraint. The disclosure can have the advantage of using the hyperbolic tangent function to convert the two-side chance constraint containing risk levels and random variables into the solvable deterministic convex constraint, effectively improving the solution efficiency of the model, and providing decision makers with a more reasonable dispatching basis.
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公开(公告)号：US11411406B2
公开(公告)日：2022-08-09
申请号：US16664053
申请日：2019-10-25
Applicant: TSINGHUA UNIVERSITY , STATE GRID JILINSHENG ELECTRIC POWER SUPPLY COMPANY , STATE GRID CORPORATION OF CHINA
Inventor： Wenchuan Wu , Bin Wang , Yong Sun , Hongbin Sun , Qinglai Guo , Chenhui Lin
Abstract: The present disclosure relates to a method, an apparatus and a storage medium for controlling a combined heat and power system, belonging to the field of power system technologies. The method discloses: establishing a decision model, the decision model including an objective function aiming to minimize a total cost of the first generators and the second generators, and constraints with respect to the first generators, the second generators and the heating exchange stations; solving the decision model to acquire operation states of the first generators, operation states of the second generators, and operations states of the heating exchange stations; and controlling the combined heat and power system, based on the operation states of the first generators, the operation states of the second generators, and the operations states of the heating exchange stations.
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Patent Agency Ranking
公开(公告)号：US11262713B2
公开(公告)日：2022-03-01
申请号：US16842600
申请日：2020-04-07
Applicant: Tsinghua University
Inventor： Hongbin Sun , Qinglai Guo , Bin Wang , Zhaoguang Pan
Abstract: A method for calculating control parameters of a heating supply power of a heating network, pertaining to the technical field of operation and control of a power system containing multiple types of energy. The method: establishing a heating network simulation model that simulates a thermal dynamic process of the heating network; starting an upward simulation based on the heating network simulation model to obtain first control parameters from a set of up adjustment amounts; starting a downward simulation based on the heating network simulation model, to obtain second control parameters from a set of down adjustment amounts.
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公开(公告)号：US11043818B2
公开(公告)日：2021-06-22
申请号：US16542620
申请日：2019-08-16
Applicant: TSINGHUA UNIVERSITY , STATE GRID CORPORATION OF CHINA
Inventor： Wenchuan Wu , Bin Wang , Mingjie Li , Hongbin Sun , Qinglai Guo , Yue Yang , Shuwei Xu
IPC: H02J3/38 , G05B19/042
Abstract: The disclosure provides a stochastic look-ahead dispatch method for power system based on Newton method, belonging to power system dispatch technologies. The disclosure analyzes historical data of wind power output, and uses statistical or fitting software to perform Gaussian mixture model fitting. A dispatch model with chance constraints is established for system parameters. Newton method is to solve quantiles of random variables obeying Gaussian mixture model, so that chance constraints are transformed into deterministic linear constraints, thus transforming original problem to convex optimization problem with linear constraints. Finally, the model is solved to obtain look-ahead dispatch. The disclosure employs Newton method to transform chance constraints containing risk level and random variables into deterministic linear constraints, which effectively improves model solution efficiency, and provides reasonable dispatch for decision makers. The disclosure is employed to the dispatch of the power system including large-scale renewable energy grid-connected.
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28.发明授权公开(公告)号：US10923916B2
公开(公告)日：2021-02-16
申请号：US16542651
申请日：2019-08-16
Applicant: TSINGHUA UNIVERSITY , STATE GRID CORPORATION OF CHINA
Inventor： Wenchuan Wu , Bin Wang , Mingjie Li , Hongbin Sun , Qinglai Guo , Yue Yang , Shuwei Xu
Abstract: The disclosure provides a stochastic dynamical unit commitment method for power system based on solving quantiles via Newton method, belonging to power system technologies. The method establishes a unit commitment model with chance constraints for power system parameters. Quantiles of random variables obeying mixed Gaussian distribution is solved by Newton method, and chance constraints are transformed into deterministic linear constraints, so that original problem is transformed into mixed integer linear optimization problem. Finally, the model is solved to obtain on-off strategy and active power plan of units. The disclosure employs Newton method to transform chance constraints containing risk level and random variables into deterministic mixed integer linear constraints, which effectively improves the model solution efficiency, eliminates conservative nature of conventional robust unit commitment, provides reasonable dispatch basis for decision makers. The disclosure is employed to the stochastic and dynamic unit commitment of the power system including large-scale renewable energy grid-connected.
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公开(公告)号：US10222815B2
公开(公告)日：2019-03-05
申请号：US15331876
申请日：2016-10-23
Applicant: Tsinghua University
Inventor： Wenchuan Wu , Boming Zhang , Hongbin Sun , Weiye Zheng , Qinglai Guo , Bin Wang
Abstract: A method and a device for estimating a state of a power system are provided. The method includes: dividing the power system into a plurality of sub-systems; establishing a first linear model of the power system for a first stage; solving the first linear model by an alternating direction multiplier method to obtain the intermediate state variables of each sub-system; performing a nonlinear transformation at a second stage on the intermediate state variables to obtain intermediate measured values; establishing a second linear model of the power system for a third stage according to the intermediate measured values; and solving the third linear model by the alternating direction multiplier method to obtain the final state variables of each sub-system.
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公开(公告)号：US12104803B2
公开(公告)日：2024-10-01
申请号：US17152041
申请日：2021-01-19
Applicant: Tsinghua University
Inventor： Hongbin Sun , Qinglai Guo , Bin Wang , Guanxiong Yin , Tongtian Sheng , Zhaoguang Pan
IPC: F24D18/00 , G05D23/19 , G06F30/20 , G06F119/08
CPC classification number: F24D18/00 , G05D23/1934 , G06F30/20 , G06F2119/08
Abstract: The disclosure provides a method, an apparatus, and a storage medium for controlling heating system. The method includes: establishing an objective function and constraints for estimating system parameters of the heating system, in which the heating system includes nodes, pipelines and equivalent branches, the equivalent branch is configured to represent a heating resource or a heating load in the heating system, the system parameters include a resistance coefficient of each of the pipelines and equivalent branches, and a heat dissipation coefficient of each of the pipelines; solving the objective function based on the constraints to obtain the system parameters; modeling the heating system based on the obtained system parameters to obtain control parameters of the heating system; and controlling the heating system based on the control parameters.
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