CN112182865A - Solving molecular cross section and searching for substitute SF (sulfur hexafluoride) based on density functional theory6Method (2) - Google Patents

Solving molecular cross section and searching for substitute SF (sulfur hexafluoride) based on density functional theory6Method (2) Download PDF

Info

Publication number
CN112182865A
CN112182865A CN202010994769.5A CN202010994769A CN112182865A CN 112182865 A CN112182865 A CN 112182865A CN 202010994769 A CN202010994769 A CN 202010994769A CN 112182865 A CN112182865 A CN 112182865A
Authority
CN
China
Prior art keywords
gas
section
molecules
molecule
molecular
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
CN202010994769.5A
Other languages
Chinese (zh)
Inventor
尤天鹏
董旭柱
沈腾达
刘宇铭
郑宇�
周文俊
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Wuhan University WHU
Original Assignee
Wuhan University WHU
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Wuhan University WHU filed Critical Wuhan University WHU
Priority to CN202010994769.5A priority Critical patent/CN112182865A/en
Publication of CN112182865A publication Critical patent/CN112182865A/en
Pending legal-status Critical Current

Links

Images

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F30/00Computer-aided design [CAD]
    • G06F30/20Design optimisation, verification or simulation
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F17/00Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/10Complex mathematical operations
    • G06F17/11Complex mathematical operations for solving equations, e.g. nonlinear equations, general mathematical optimization problems

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Pure & Applied Mathematics (AREA)
  • Mathematical Optimization (AREA)
  • Computational Mathematics (AREA)
  • Mathematical Analysis (AREA)
  • General Engineering & Computer Science (AREA)
  • Data Mining & Analysis (AREA)
  • Software Systems (AREA)
  • Databases & Information Systems (AREA)
  • Algebra (AREA)
  • Operations Research (AREA)
  • Computer Hardware Design (AREA)
  • Evolutionary Computation (AREA)
  • Geometry (AREA)
  • Other Investigation Or Analysis Of Materials By Electrical Means (AREA)

Abstract

The invention relates to an insulating gas technology, in particular to a method for solving a molecular cross section and searching for substitute SF (sulfur hexafluoride) based on a density functional theory6The method comprises the steps of optimizing the configuration of molecules by a B3LYP method and a 6-311G + (d, p) base group under the density functional theory, selecting an optimal molecular structure, and determining the vertical distance between the configuration centers of two molecules as a molecular section by calculating the attractive force and repulsive force between the molecules when the attractive force and the repulsive force reach balance. Solving an electron energy distribution function of the molecular section through a boltzmann equation, and judging numerical values of an ionization coefficient and an adhesion coefficient so as to determine the dielectric strength of the gas; the dielectric strength of the gas is related to SF6Comparison, if it is lower than SF6The dielectric strength of (a), discarding the gas as a substitute gas; if it is higher than SF6The dielectric strength of (3), the gas is used as a substitute gas. The dielectric strength of the novel gas substance can be determined rapidly byFinding a SF6 substitute gas provides convenience.

Description

Solving molecular cross section based on density functional theoryFinding alternative SF6Method (2)
Technical Field
The invention belongs to the technical field of insulating gas of power equipment, and particularly relates to a method for solving a molecular cross section and searching for substitute SF (sulfur hexafluoride) based on a density functional theory6The method of (1).
Background
SF6Because of its strong insulating property, it is widely used in gas-insulated power equipment. But due to SF6Has a green-house effect potential index (GWP) of 23900 and a life span in the atmosphere of about 3200a, which has been classified as a strong greenhouse gas in the Kyoto protocol 1997, which has led to SF being a potent green-house gas6Is greatly limited in production and application. To solve this problem, it is necessary to find an alternative gas to reduce SF6The use of (1).
But are now looking for alternative SFs6The main method of replacing gas is a test method, and relevant parameters such as ionization coefficient, adhesion coefficient and the like of gas molecules are measured through tests, but the types of existing substances are many, and as for 2018, more than four hundred million substances are registered by Chemical Abstracts Service (CAS), so that the workload of pure test screening is large, and the efficiency is low. More importantly, the discharge conditions set in different tests are not uniform, the comparability of scattered test results is poor, and the scientific law of gas insulation is difficult to find.
Disclosure of Invention
Aiming at the problems in the prior art, the invention provides a method for searching substitute SF by analyzing the molecular structure of gas molecules and judging the molecular section of the gas molecules6The method of (1).
In order to solve the technical problems, the invention adopts the following technical scheme: solving molecular cross section and searching for substitute SF (sulfur hexafluoride) based on density functional theory6The method comprises the following steps:
step 1, establishing a gas molecule spherical model, and performing B3LYP method and structure optimization under 6-311G + (d, p) group on the gas molecule model by using Guass software to obtain an optimal structure of a gas molecule, so that the molecule moves at the lowest energy level;
step 2, calculating attractive force and repulsive force between two gas molecules by utilizing a Lennard-Jone theory, and obtaining the vertical distance between the geometric centers of the two molecules as a molecular section when the attractive force and the repulsive force borne by the gas molecules are balanced;
step 3, solving the electron energy distribution function of the molecular section obtained in the step 2 through a boltzmann equation, and judging numerical values of an ionization coefficient and an adhesion coefficient so as to determine the dielectric strength of the gas;
step 4, the dielectric strength and SF of the gas obtained in step 36Comparison, if it is lower than SF6The dielectric strength of (a), discarding the gas as a substitute gas; if it is higher than SF6The dielectric strength of (3), the gas is used as a substitute gas.
Finding substitute SF in the solution molecular section based on the density functional theory6The method of (1), wherein the specific steps of calculating the attractive force and repulsive force between two molecules by utilizing the Lennard-Jone theory in the step 2 are as follows:
molecular attraction energy:
Figure BDA0002692184610000021
molecular exclusion energy:
Figure BDA0002692184610000022
U=Uon+Urep
Figure BDA0002692184610000023
the simplification is as follows:
Figure BDA0002692184610000024
if r ═ r1=r2When the temperature of the water is higher than the set temperature,
Figure BDA0002692184610000025
in the formula of UonRepresents the attraction energy of the molecule, A represents a function represented by the attraction energy of the molecule, r represents the radius of the molecule, UrepRepresenting the repulsive energy of the molecule, B representing the function represented by the repulsive energy of the molecule, U being the sum of the repulsive energy and the absorption energy, E being the total energy of the molecule, H being the Hamilton coefficient, r1Is the radius of the first molecule, r2Locating the radius of a second molecule, wherein R is the distance of the cross section of the molecule, delta is an operator, and n is the number of the molecules;
when the molecules are stable, the total kinetic energy of the molecules is 0, and then E is 0, so that the distance between the molecules can be obtained, and the cross section of the molecules can be obtained;
Figure BDA0002692184610000026
knowing the molecular diameter r, the intermolecular distance x can be obtained, giving a molecular cross section Z of 2r + x.
Finding substitute SF in the solution molecular section based on the density functional theory6The method of (1), wherein the step (3) of determining the dielectric strength of the gas comprises the following specific steps;
calculating formula by molecular collision section sigma:
Figure BDA0002692184610000027
according to the kinetic theory of plasma, the electron distribution function in six-dimensional phase space satisfies the boltzmann equation:
Figure BDA0002692184610000031
wherein v represents the electron velocity; e represents the electron charge amount; m iseRepresents the electron mass; e represents an electric field;
Figure BDA0002692184610000032
an operator representing a velocity gradient; c represents a collision term related to f;
solving the boltzmann equation can obtain an f electron distribution function, and the ionization coefficient and the adsorption coefficient are as follows:
Figure BDA0002692184610000033
Figure BDA0002692184610000034
alpha and eta are ionization and adsorption coefficients, and electron energy is (v/Z)2(ii) a f () is the electron energy distribution function; sigmaα()、ση() Ionization section and adsorption section;
when α ═ η, the corresponding electric field strength is dielectric strength.
Finding substitute SF in the solution molecular section based on the density functional theory6In the method of (1), the gas molecules are nonpolar gas molecules and polar gas molecules of a spherical model; and the electric shell of the outermost layer of the gas molecule approaches saturation, and a hydrogen bond cannot be formed.
Finding substitute SF in the solution molecular section based on the density functional theory6The method of (1), wherein the gas molecules are single gas molecules and do not contain impurity-containing gas molecules.
Compared with the prior art, the invention has the beneficial effects that: the invention can quickly determine the dielectric strength of the novel gas substance for finding SF6The replacement gas provides convenience. The molecular cross section is determined by DFT theory, thereby providing effective data for calculating the collision cross section.
Drawings
FIG. 1 is a schematic cross-sectional view of two molecules according to one embodiment of the present invention;
FIG. 2 is a schematic diagram of two molecular models according to an embodiment of the present invention.
Detailed Description
The technical solutions in the embodiments of the present invention will be described clearly and completely with reference to the following embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
It should be noted that the embodiments and features of the embodiments may be combined with each other without conflict.
The present invention is further illustrated by the following examples, which are not to be construed as limiting the invention.
The embodiment is realized by the following technical scheme that the solution of the molecular cross section based on the density functional theory is used for searching for the substitute SF6The method is to optimize the configuration of the molecule by a B3LYP method and a 6-311G + (d, p) group under the Density Functional Theory (DFT) to obtain an optimal model of the molecule. Then, by calculating the repulsive force caused by the van der waals attractive force between the molecules and the coulomb force and the pauli incompatibility principle, when the attractive force and the repulsive force reach the balance (the total molecular energy is zero), the vertical distance between the configuration centers of the two molecules is determined as the molecular section.
The gas molecules in the embodiment are nonpolar gas molecules, and the electric shell on the outermost layer of the molecules is nearly saturated and does not form hydrogen bonds. The gas is a single gas molecule and does not contain impurity gas molecules.
This embodiment is also applicable to polar gas molecules of spherical models, such as H2O、C2F6And the like.
In this embodiment, a gas structure model of nonpolar molecules is constructed by a B3LYP method under Gauss medium Density Functional Theory (DFT) and a 6-311G + (d, p) group.
And calculated using Lennard-Jone theory as follows:
Figure BDA0002692184610000041
molecular attraction energy
Figure BDA0002692184610000042
Molecular exclusion energy
U=Uon+Urep
Figure BDA0002692184610000043
The simplification is as follows:
Figure BDA0002692184610000044
if r ═ r1=r2When the temperature of the water is higher than the set temperature,
Figure BDA0002692184610000045
in the formula of UonRepresents the attraction energy of the molecule, A represents a function represented by the attraction energy of the molecule, r represents the radius of the molecule, UrepRepresenting the repulsive energy of the molecule, B representing the function represented by the repulsive energy of the molecule, U being the sum of the repulsive energy and the absorption energy, E being the total energy of the molecule, H being the Hamilton coefficient, r1Is the radius of the first molecule, r2The radius of the second molecule, R is the distance of the cross section of the molecule, Delta is the operator, and n is the number of molecules.
When the molecule is stabilized, the total kinetic energy of the molecule is 0, and E is 0, and the intermolecular distance can be obtained, thereby obtaining a molecular cross section.
Figure BDA0002692184610000051
As shown in fig. 1, knowing the molecular diameter r, the intermolecular distance x can be obtained, and the molecular cross section Z is 2r + x.
Calculating formula by molecular collision section sigma:
Figure BDA0002692184610000052
according to the kinetic theory of plasma, the electron distribution function in six-dimensional phase space satisfies the boltzmann equation:
Figure BDA0002692184610000053
wherein v represents the electron velocity; e represents the electron charge amount; m iseRepresents the electron mass; e represents an electric field;
Figure BDA0002692184610000054
an operator representing a velocity gradient; c represents the collision term associated with f.
The above boltzmann equation is solved to obtain an f electron distribution function, and the ionization coefficient and the adsorption coefficient are as follows:
Figure BDA0002692184610000055
Figure BDA0002692184610000056
alpha and eta are ionization and adsorption coefficients, and electron energy is (v/Z)2(ii) a f () is the electron energy distribution function; sigmaα()、ση() Ionization cross-section and adsorption cross-section.
When α ═ η, the corresponding electric field strength is dielectric strength.
In selecting SF6In the process of replacing gas, the insulating gas with the dielectric strength as large as possible is selected, so that the medium-high voltage electrical equipment cannot be easily punctured and damaged when used.
As shown in FIG. 2, in practical application, the solution of molecular cross section based on the density functional theory is used to search for substitute SF6The method comprises the following steps:
s1, establishing a gas molecule spherical model (which is required to be a spherical-like molecule), and performing B3LYP method and structure optimization under 6-311G + (d, p) group on the gas molecule model by using Guass software to obtain an optimal structure of the gas molecule, so that the molecule can move at the lowest energy level;
s2, obtaining the optimal structure of the gas molecules, then calculating the van der Waals attractive force borne by the two gas molecules and the repulsive force caused by the principle that coulomb force and Paul Li are incompatible by using Lennard-Jone theory, and when the attractive force and the repulsive force borne by the gas molecules reach balance, the vertical distance between the geometric centers of the two molecules is the cross section of the molecules.
S3, using the calculated molecular cross section to solve the electron energy distribution function by boltzmann equation, and determining the values of ionization coefficient and adhesion coefficient, thereby determining the dielectric strength of the gas.
S4, calculating the dielectric strength and SF of the gas6Comparison, if it is lower than SF6The dielectric strength of (2) is abandoned, and a new substitute gas is searched; if it is higher than SF6The gas can be used as one of the alternative gases for research.
While the invention has been described with reference to a preferred embodiment, it will be understood by those skilled in the art that various changes in form and detail may be made therein without departing from the spirit and scope of the invention.

Claims (5)

1. Solving molecular cross section and searching for substitute SF (sulfur hexafluoride) based on density functional theory6The method is characterized in that: the method comprises the following steps:
step 1, establishing a gas molecule spherical model, and performing B3LYP method and structure optimization under 6-311G + (d, p) group on the gas molecule model by using Guass software to obtain an optimal structure of a gas molecule, so that the molecule moves at the lowest energy level;
step 2, calculating attractive force and repulsive force between two gas molecules by utilizing a Lennard-Jone theory, and obtaining the vertical distance between the geometric centers of the two molecules as a molecular section when the attractive force and the repulsive force borne by the gas molecules are balanced;
step 3, solving the electron energy distribution function of the molecular section obtained in the step 2 through a boltzmann equation, and judging numerical values of an ionization coefficient and an adhesion coefficient so as to determine the dielectric strength of the gas;
step 4, the dielectric strength and SF of the gas obtained in step 36Comparison, if it is lower than SF6The dielectric strength of (a), discarding the gas as a substitute gas; if it is higher than SF6The dielectric strength of (3), the gas is used as a substitute gas.
2. Solving molecular cross section for substitute SF according to claim 1 based on density functional theory6The method is characterized in that: the specific steps of calculating the attraction and repulsion between two molecules by utilizing the Lennard-Jone theory in the step 2 are as follows:
molecular attraction energy:
Figure FDA0002692184600000011
molecular exclusion energy:
Figure FDA0002692184600000012
U=Uon+Urep
Figure FDA0002692184600000013
the simplification is as follows:
Figure FDA0002692184600000014
if r ═ r1=r2When the temperature of the water is higher than the set temperature,
Figure FDA0002692184600000015
in the formula of UonRepresents the attraction energy of the molecule, A represents a function represented by the attraction energy of the molecule, r represents the radius of the molecule, UrepRepresenting the repulsive energy of the molecule, B representing the function represented by the repulsive energy of the molecule, U being the sum of the repulsive energy and the absorption energy, E being the total energy of the molecule, H being the Hamilton coefficient, r1Is the radius of the first molecule, r2Locating the radius of the second molecule, wherein R is the distance of the cross section of the molecule, Delta is an operator, and n is the number of the molecules;
when the molecules are stable, the total kinetic energy of the molecules is 0, and then E is 0, so that the distance between the molecules can be obtained, and the cross section of the molecules can be obtained;
Figure FDA0002692184600000021
knowing the molecular diameter r, the intermolecular distance x can be obtained, giving a molecular cross section Z of 2r + x.
3. Solving molecular cross section for substitute SF according to claim 1 based on density functional theory6The method is characterized in that: the specific steps for determining the dielectric strength of the gas in step 3 are as follows;
calculating formula by molecular collision section sigma:
Figure FDA0002692184600000022
according to the kinetic theory of plasma, the electron distribution function in six-dimensional phase space satisfies the boltzmann equation:
Figure FDA0002692184600000023
in the formula: v represents the electron velocity; e represents the electron charge amount; m iseRepresents the electron mass; e represents an electric field;
Figure FDA0002692184600000024
an operator representing a velocity gradient; c represents a collision term related to f;
solving the boltzmann equation can obtain an f electron distribution function, and the ionization coefficient and the adsorption coefficient are as follows:
Figure FDA0002692184600000025
Figure FDA0002692184600000026
alpha and eta are ionization and adsorption coefficients, and electron energy is (v/Z)2(ii) a f () is the electron energy distribution function; sigmaα()、ση() Ionization section and adsorption section;
when α ═ η, the corresponding electric field strength is dielectric strength.
4. Solving molecular cross section for substitute SF according to claim 1 based on density functional theory6The method is characterized in that: the gas molecules are nonpolar gas molecules and polar gas molecules of a spherical model; and the electric shell of the outermost layer of the gas molecule approaches saturation, and a hydrogen bond cannot be formed.
5. Solving molecular cross section for substitute SF according to claim 1 based on density functional theory6The method is characterized in that: the gas molecules are single gas molecules and do not contain impurity-containing gas molecules.
CN202010994769.5A 2020-09-21 2020-09-21 Solving molecular cross section and searching for substitute SF (sulfur hexafluoride) based on density functional theory6Method (2) Pending CN112182865A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN202010994769.5A CN112182865A (en) 2020-09-21 2020-09-21 Solving molecular cross section and searching for substitute SF (sulfur hexafluoride) based on density functional theory6Method (2)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN202010994769.5A CN112182865A (en) 2020-09-21 2020-09-21 Solving molecular cross section and searching for substitute SF (sulfur hexafluoride) based on density functional theory6Method (2)

Publications (1)

Publication Number Publication Date
CN112182865A true CN112182865A (en) 2021-01-05

Family

ID=73956703

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202010994769.5A Pending CN112182865A (en) 2020-09-21 2020-09-21 Solving molecular cross section and searching for substitute SF (sulfur hexafluoride) based on density functional theory6Method (2)

Country Status (1)

Country Link
CN (1) CN112182865A (en)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN113255139A (en) * 2021-05-31 2021-08-13 国网山东省电力公司电力科学研究院 Porous phospholene film pair SF6/N2Calculation method and system for separation of decomposition products

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN107944210A (en) * 2017-11-16 2018-04-20 云南电网有限责任公司电力科学研究院 A kind of screening technique of high insulating gas
CN109599151A (en) * 2018-11-30 2019-04-09 武汉大学 A kind of perfluoroketone environment-friendly type substitution aerothermodynami emulation mode
CN110807247A (en) * 2019-10-09 2020-02-18 平高集团有限公司 SF based on environmental protection6Alternative medium selection method

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN107944210A (en) * 2017-11-16 2018-04-20 云南电网有限责任公司电力科学研究院 A kind of screening technique of high insulating gas
CN109599151A (en) * 2018-11-30 2019-04-09 武汉大学 A kind of perfluoroketone environment-friendly type substitution aerothermodynami emulation mode
CN110807247A (en) * 2019-10-09 2020-02-18 平高集团有限公司 SF based on environmental protection6Alternative medium selection method

Non-Patent Citations (10)

* Cited by examiner, † Cited by third party
Title
CHATHAN M.COOKE,ALAN H.COOKSON: "THE NATURE AND PRACTICE OF GASES As ELECTRICAL INSULATORS", 《IEEE TRANSACTIONS ON ELECTRICAL INSULATION》 *
周文俊,郑宇等: "替代SF6的环保型绝缘气体研究进展与趋势", 《高压电器》 *
周文俊,郑宇等: "环保型绝缘气体电气特性研究进展", 《高电压技术》 *
张刘春: "SF_6替代气体c-C_4F_8及其混合气体的绝缘性能研究", 《中国博士学位论文全文数据库 (工程科技Ⅱ辑)》 *
李兴文,陈力等: "基于密度泛函理论的SF6替代气体筛选方法的研究综述", 《高电压技术》 *
林启明,邓云坤等: "SF6替代气体与空气混合的绝缘性能研究", 《高压电器》 *
林林,陈庆国等: "基于密度泛函理论的SF6潜在可替代性气体介电性能分析", 《电工技术学报》 *
梁艺丹: "基于密度泛函理论的SF6替代气体电气性能评价方法研究", 《中国优秀硕士学位论文全文数据库(工程科技Ⅱ辑)》 *
邹邦银: "《热力学与分子物理学》", 31 August 2004 *
陈庆国,邱 睿,林 林,程 嵩,张 聪: "基于密度泛函理论的SF6潜在替代气体筛选", 《高电压技术》 *

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN113255139A (en) * 2021-05-31 2021-08-13 国网山东省电力公司电力科学研究院 Porous phospholene film pair SF6/N2Calculation method and system for separation of decomposition products

Similar Documents

Publication Publication Date Title
Zhang et al. First principles based computational scheme for designing new SF 6 replacements
CA2303761C (en) A method of determining peptide sequences by mass spectrometry
CN107944210A (en) A kind of screening technique of high insulating gas
Yang et al. Fault diagnosis in gas insulated switchgear based on genetic algorithm and density-based spatial clustering of applications with noise
CN112182865A (en) Solving molecular cross section and searching for substitute SF (sulfur hexafluoride) based on density functional theory6Method (2)
CN113985294A (en) Method and device for estimating remaining life of battery
CN112634998A (en) SF based on molecular structure parameter6Alternative gas search method
Zhang et al. Surface charging characteristics of GIL model spacers under DC stress in C 4 F 7 N/CO 2 gas mixture
CN112198238B (en) Method and system for detecting gas decomposition products in circuit breaker under discharge working condition
CN112147473A (en) Screening method of high-insulation-strength gas
CN114386499A (en) Multi-source partial discharge signal data stream clustering separation method based on GIS
Lavollée et al. Kinematics of the three-body dissociation of SO 2 3+, after sulphur 2p photoexcitation of the SO 2 molecule
CN114839255B (en) XGBoost algorithm-based micro-water detection method for sulfur hexafluoride electrical equipment
CN113657015B (en) SF based on multilayer electrostatic potential parameters 6 Alternative gas selection method
Zhao et al. The Insulation Strength Structure-Property Relationship Model of Gas Containing Double or Triple Bonds
CN115166553A (en) Nondestructive separation method for lithium ion battery electrode diffusion process
CN112162182A (en) Gas dielectric strength prediction method based on neural network
Falconer et al. The monomeric character of xenon hexafluoride vapor. The mass spectroscopy of noble gas binary fluorides and xenon oxide tetrafluoride
Fahmi et al. Analysis of contaminant effect on ceramic & polymer insulator surface under artificial environmental condition
Yan et al. NovoExD: De novo peptide sequencing for ETD/ECD spectra
CN112231962A (en) Method and system for evaluating arc extinguishing capability of gas medium
You et al. Research on a prediction model for gas insulation performance based on Pareto optimisation
Liang et al. A New Prediction Model of SF 6 Alternative Gases in Electrical Strength
CN107862332A (en) Insulation defect based on SVMs identification sulfur hexafluoride Characteristics of Partial Discharge
Yu et al. Structure-activity Relationship and Molecular Design for Discovery of Environmentally Sustainable Dielectric Gases

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
RJ01 Rejection of invention patent application after publication

Application publication date: 20210105

RJ01 Rejection of invention patent application after publication