Lee et al., 2024 - Google Patents
Universal artificial intelligence workflow for factory energy saving: Ten case studiesLee et al., 2024
- Document ID
- 15716861111616034670
- Author
- Lee D
- Lin C
- Publication year
- Publication venue
- Journal of Cleaner Production
External Links
Snippet
Numerous studies have affirmed that artificial intelligence (AI) can effectively enable energy savings in factories. However, there is currently a lack of explicit research that identifies the energy-saving effects of AI methods as compared to the conventional practices employed in …
- 238000013473 artificial intelligence 0 title abstract description 260
Classifications
-
- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B13/00—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion
- G05B13/02—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric
- G05B13/04—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric involving the use of models or simulators
-
- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B2219/00—Program-control systems
- G05B2219/30—Nc systems
- G05B2219/32—Operator till task planning
-
- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B15/00—Systems controlled by a computer
- G05B15/02—Systems controlled by a computer electric
-
- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B19/00—Programme-control systems
- G05B19/02—Programme-control systems electric
- G05B19/418—Total factory control, i.e. centrally controlling a plurality of machines, e.g. direct or distributed numerical control [DNC], flexible manufacturing systems [FMS], integrated manufacturing systems [IMS], computer integrated manufacturing [CIM]
-
- 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
-
- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B23/00—Testing or monitoring of control systems or parts thereof
- G05B23/02—Electric testing or monitoring
- G05B23/0205—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults
-
- 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"
Similar Documents
Publication | Publication Date | Title |
---|---|---|
JP6109066B2 (en) | Energy management method | |
Platon et al. | Hourly prediction of a building's electricity consumption using case-based reasoning, artificial neural networks and principal component analysis | |
US8897900B2 (en) | Graphical language for optimization and use | |
US9244444B2 (en) | Systems and methods for optimizing energy and resource management for building systems | |
CN102331758B (en) | For running the energy management system of factory, factory management system and the method for the operation of optimizing factory | |
Lee et al. | Universal artificial intelligence workflow for factory energy saving: Ten case studies | |
EP2500787A1 (en) | Transparent models for large scale optimization and control | |
CN104181900B (en) | Layered dynamic regulation method for multiple energy media | |
CN105226651B (en) | A kind of system of Transmission Expansion Planning in Electric containing large-scale wind power for considering risk | |
CN102707622A (en) | Graphical language for optimization and use | |
Wen et al. | AI-driven solar energy generation and smart grid integration: A holistic approach to enhancing renewable energy efficiency | |
Feng et al. | Energy-efficient job-shop dynamic scheduling system based on the cyber-physical energy-monitoring system | |
Zhao et al. | An online predictive control method with the temperature based multivariable linear regression model for a typical chiller plant system | |
Sun et al. | An online robust sequencing control strategy for identical chillers using a probabilistic approach concerning flow measurement uncertainties | |
Zhou et al. | Digital twin-based pump station dynamic scheduling for energy-saving optimization in water supply system | |
Song et al. | Multi-energy load forecasting via hierarchical multi-task learning and spatiotemporal attention | |
Hanafi et al. | Advancing sustainable energy management: a comprehensive review of artificial intelligence techniques in building | |
Xenos et al. | Modeling and optimization of industrial centrifugal compressor stations employing data-driven methods | |
CN115936259A (en) | Closed-loop Manufacturing Production Decision Optimization Method Based on Robust Reconfiguration Joint Chance Constraints | |
Yang et al. | Analysis and application of energy management in Industry 4.0 with TRIZ methodology | |
Tieng et al. | I4. 2-GiM: A Novel Green Intelligent Manufacturing Framework for Net Zero | |
Righetto et al. | Predictive maintenance 4.0: Concept, architecture and electrical power systems applications | |
CN107730046A (en) | A kind of Power Short-Term Load Forecasting system and method | |
Dochain et al. | Monitoring and control of process and power systems: Towards new paradigms: Status report prepared by the IFAC coordinating committee on process and power systems | |
Gao et al. | Multi-Objective energy management of Solar-Powered integrated energy system under forecast uncertainty based on a novel Dual-Layer correction framework |