[go: up one dir, main page]

Goyal et al., 2016 - Google Patents

Asset health management using predictive and prescriptive analytics for the electric power grid

Goyal et al., 2016

Document ID
12554760620646807638
Author
Goyal A
Aprilia E
Janssen G
Kim Y
Kumar T
Mueller R
Phan D
Raman A
Schuddebeurs J
Xiong J
Zhang R
Publication year
Publication venue
IBM Journal of Research and Development

External Links

Snippet

Electric utilities make up an asset-intensive industry with a broad geographical spread of assets, such as poles, transformers, cables, and switchgear. The utilities face a backlog of aging assets that are pending replacement. Increasingly, a consensus has been reached on …
Continue reading at ieeexplore.ieee.org (other versions)

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06Q—DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G06Q10/06—Resources, workflows, human or project management, e.g. organising, planning, scheduling or allocating time, human or machine resources; Enterprise planning; Organisational models
    • G06Q10/063—Operations research or analysis
    • G06Q10/0639—Performance analysis
    • G06Q10/06393—Score-carding, benchmarking or key performance indicator [KPI] analysis
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06Q—DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G06Q10/06—Resources, workflows, human or project management, e.g. organising, planning, scheduling or allocating time, human or machine resources; Enterprise planning; Organisational models
    • G06Q10/063—Operations research or analysis
    • G06Q10/0635—Risk analysis
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06Q—DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G06Q10/04—Forecasting or optimisation, e.g. linear programming, "travelling salesman problem" or "cutting stock problem"
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06Q—DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q30/00—Commerce, e.g. shopping or e-commerce
    • G06Q30/02—Marketing, e.g. market research and analysis, surveying, promotions, advertising, buyer profiling, customer management or rewards; Price estimation or determination
    • G06Q30/0202—Market predictions or demand forecasting
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06Q—DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00—Systems or methods specially adapted for a specific business sector, e.g. utilities or tourism
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06N—COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N99/00—Subject matter not provided for in other groups of this subclass
    • H—ELECTRICITY
    • H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
    • H02J—CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
    • H02J3/00—Circuit arrangements for ac mains or ac distribution networks
    • H02J3/008—Circuit arrangements for ac mains or ac distribution networks involving trading of energy or energy transmission rights

Similar Documents

Publication Publication Date Title
Goyal et al. Asset health management using predictive and prescriptive analytics for the electric power grid
Wang et al. On machine learning-based techniques for future sustainable and resilient energy systems
Khuntia et al. A literature survey on asset management in electrical power [transmission and distribution] system
Abiri-Jahromi et al. A two-stage framework for power transformer asset maintenance management—Part I: Models and formulations
US7945524B2 (en) System and method for grading electricity distribution network feeders susceptible to impending failure
US10025337B2 (en) Method and system for managing an electrical distribution system in a facility
Jiang et al. Risk-based resource optimization for transmission system maintenance
Ge et al. Reliability and maintainability improvement of substations with aging infrastructure
Amini et al. Electrical energy systems resilience: A comprehensive review on definitions, challenges, enhancements and future proceedings
Moradkhani et al. Risk-based maintenance scheduling in the presence of reward penalty scheme
Xie et al. Massively digitized power grid: Opportunities and challenges of use-inspired AI
Feng et al. Optimal maintenance scheduling of power producers considering unexpected unit failure
Dehghani et al. Defining a new index to compare the resilience of different structures of an electrical energy network
Koziel et al. Application of big data analytics to support power networks and their transition towards smart grids
Shafiee et al. A multi-criteria decision model to mitigate the operational risks of offshore wind infrastructures
Mahmoudi et al. A maintenance optimzation policy for an electric power distribution system: case of the HV/MV substations
Kumar et al. Power system resilience quantification and enhancement strategy for real-time operation
Schwalbe Mathematical Sciences Research Challenges for the Next-Generation Electric Grid: Summary of a Workshop
van Schijndel Power transformer reliability modelling
Belmont et al. Digital Asset Performance Management—Taking Utility Asset Management to the Next Level
Zhuang Managing risks in electrical infrastructure assets from a strategic perspective
Klerx et al. Advanced replacement strategies for low voltage distribution grids
Scarpellini et al. Innovative analytics to estimate the probability of failure and remaining useful life of medium-voltage breakers
Adoghe Reliability centered maintenance (RCM) for asset management in electric power distribution system
Buechner et al. Automated network reinforcement including a model for an asset management strategy