EP3072018A1 - Procédé, système et produit programme d'ordinateur d'analyse de processus et/ou d'étapes de processus techniques de production et/ou de procédé dans une installation - Google Patents

Procédé, système et produit programme d'ordinateur d'analyse de processus et/ou d'étapes de processus techniques de production et/ou de procédé dans une installation

Info

Publication number
EP3072018A1
EP3072018A1 EP14742241.4A EP14742241A EP3072018A1 EP 3072018 A1 EP3072018 A1 EP 3072018A1 EP 14742241 A EP14742241 A EP 14742241A EP 3072018 A1 EP3072018 A1 EP 3072018A1
Authority
EP
European Patent Office
Prior art keywords
data
measurement data
virtual
memory element
plant
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.)
Withdrawn
Application number
EP14742241.4A
Other languages
German (de)
English (en)
Inventor
Andreas CZERNIEJEWSKI
Erwin KRYCKI
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.)
Mitsubishi Power Europe GmbH
Original Assignee
Mitsubishi Hitachi Power Systems Europe GmbH
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 Mitsubishi Hitachi Power Systems Europe GmbH filed Critical Mitsubishi Hitachi Power Systems Europe GmbH
Publication of EP3072018A1 publication Critical patent/EP3072018A1/fr
Withdrawn legal-status Critical Current

Links

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
    • 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
    • G05B23/0218—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterised by the fault detection method dealing with either existing or incipient faults
    • G05B23/0243—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterised by the fault detection method dealing with either existing or incipient faults model based detection method, e.g. first-principles knowledge model
    • G05B23/0245—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterised by the fault detection method dealing with either existing or incipient faults model based detection method, e.g. first-principles knowledge model based on a qualitative model, e.g. rule based; if-then decisions
    • G05B23/0251—Abstraction hierarchy, e.g. "complex systems", i.e. system is divided in subsystems, subsystems are monitored and results are combined to decide on status of whole system
    • 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
    • G05B13/048—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 using a predictor
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/04—Inference or reasoning models
    • G06N5/043—Distributed expert systems; Blackboards
    • 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—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/06—Energy or water supply
    • 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
    • H02J3/004—Generation forecast, e.g. methods or systems for forecasting future energy generation
    • 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
    • H02J2300/00—Systems for supplying or distributing electric power characterised by decentralized, dispersed, or local generation
    • H02J2300/20—The dispersed energy generation being of renewable origin
    • 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
    • H02J3/38—Arrangements for parallely feeding a single network by two or more generators, converters or transformers
    • H02J3/381—Dispersed generators
    • Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y04—INFORMATION OR COMMUNICATION TECHNOLOGIES HAVING AN IMPACT ON OTHER TECHNOLOGY AREAS
    • Y04S—SYSTEMS INTEGRATING TECHNOLOGIES RELATED TO POWER NETWORK OPERATION, COMMUNICATION OR INFORMATION TECHNOLOGIES FOR IMPROVING THE ELECTRICAL POWER GENERATION, TRANSMISSION, DISTRIBUTION, MANAGEMENT OR USAGE, i.e. SMART GRIDS
    • Y04S10/00—Systems supporting electrical power generation, transmission or distribution
    • Y04S10/50—Systems or methods supporting the power network operation or management, involving a certain degree of interaction with the load-side end user applications

Definitions

  • the invention is directed to a method for analyzing one or more production-related and / or procedural process or process step occurring in a plant.
  • the invention is directed to a system for analyzing one or more running in a plant production engineering and / or process engineering process or process step.
  • the invention is directed to a computer program product for analyzing at least one production-related and / or procedural process or process step taking place in a system.
  • control systems for power plants contain control and automation systems, which are usually controlled by means of industrial PCs and extensive application software. Appropriate application software processes a series of input and output signals. However, these systems have so far been designed for temporary operation and the required data is stored in a mass memory of the industrial PC.
  • sensor signals has been significantly improved by new technologies, so that sensor signals with sampling times of less than 10 ⁇ can be read.
  • Real-time systems are available that allow a temporal resolution of less than 100 ns. This allows the process parameters of a plant process to be recorded very quickly and sent to an evaluation in real time.
  • the invention is therefore based on the object to provide a solution that makes it possible to analyze at least one production-technical and / or procedural process and / or process step that takes place in a plant, in particular a power plant and / or industrial plant, and / or in a combination of several plants, in particular power plants, to improve.
  • a solution should be created with which the efficiency of a power plant and / or industrial plant can be increased.
  • this object is achieved in that the measurement data of physical and / or chemical state parameters of the process and / or process step are determined and transmitted to a memory element that imports measurement data from the memory element in at least one computer unit be processed by applying a first data management application in the computer unit, wherein from the measured data virtual characteristics are calculated, and that the virtual characteristics are transmitted from the computer unit to the memory element, wherein from the virtual characteristics and the state measurement data characteristic values a second data management application are calculated, and the calculated characteristic values and / or the virtual characteristic data and / or the measured data are used for an analysis of the process and / or process step.
  • the invention is achieved by a system of the type described in detail, comprising at least one measuring point for determining physical and / or chemical state parameters of the process and / or process step, a memory element for storing the measured data and further data, at least one computer unit, via a data-transmitting line connection is connected to the memory element and at least one data management application, which processes the measurement data and / or data, and at least one visualization unit for visually displaying the measurement data and the data.
  • a computer program product of the type described in the beginning comprising a tangible computer-readable storage medium in which a computer readable program code is embodied, the computer readable program code comprising: determining measurement data of physical and / or chemical state parameters of the process and / or process step; Transmitting the measurement data to a memory element; Import the measurement data from the memory element into at least one autonomous,
  • a central data management for the analysis and monitoring in a plant running processes and / or process steps are provided, in which the determined measurement data of physical and / or chemical state parameters of a process and / or process step in a stored central file of a memory element, these data are processed in decentralized computer units, wherein from the measured measured data virtual characteristics are calculated, which in turn are stored centrally in the memory element.
  • further characteristic values are calculated from the measured data and the characteristic data.
  • Each computer unit thus has access to the measured data stored in the memory element and the virtual characteristic data, so that the computer units are networked to one another via the common memory element.
  • the running processes / process steps are continuously monitored and new measurement data, in particular determined at different measuring points of the system, which in turn are stored in the memory element.
  • a calculation of characteristic data from these newly measured data is carried out, from which characteristic values are derived, which in turn can be used for the analysis.
  • This allows an iterative and dynamic adaptation of the analysis to changing conditions.
  • measurement data from various measurement points of a plant can be used, from which virtual characteristic data and characteristic values derived therefrom are formed, which can map the linking of running processes and are therefore suitable for the analysis of complex plant processes.
  • the invention provides for regulating and / or controlling processes and / or process steps that take place in the system using the characteristic values and / or virtual characteristic data and / or the measurement data.
  • the invention provides that the memory element is a component of a server that controls, monitors and logs data transactions between the memory element and the computer unit (s).
  • the computer unit is also advantageously designed as a self-organizing computer unit, which is configured as a client of the server, preferably a plurality of identically constructed computer units is connected to the server.
  • the characteristic values and / or the virtual characteristic data and / or the measured data are visualized.
  • a simple acquisition of the data and values is made possible, in particular for the operating personnel of a power plant.
  • the measured data are real measurement data of physical and / or chemical parameters of a running process and / or process step, which are recorded at one or more measuring points in and / or at the plant.
  • the measured data can be, for example, the indication of a temperature, a speed or a quantity of substance and the like.
  • the invention provides that the measured data / characteristic data / characteristic values are represented as data vectors, since this makes electronic data processing very well possible.
  • a data sector contains at least an indication of an identification, a time specification and at least one numerical value.
  • the identification information is the real location of a measuring point / sensor / sensor, but it may also be a virtual indication which designates any location or state within a system.
  • the invention provides that the plant is a power plant and / or an industrial plant.
  • the power plant fossil and / or renewable fuels are burned and / or CO 2 separated from flue gases.
  • the method according to the invention thus permits, in particular, an improved analysis of, for example, processes and / or process steps taking place during combustion in a power plant and / or of production processes in an industrial plant.
  • the invention provides that the power plant is designed as a wind turbine and / or solar system and / or biogas plant and the processes occurring there and / or process steps are monitored. These include the monitoring of the weather conditions, since e.g. from the sunshine duration derives the power of a photovoltaic system, or from the wind speed, the rotor speed of the rotors of a wind turbine.
  • the invention provides that the computer unit (s) is a self-organizing computer unit that is configured as a client of a server.
  • Each of these computer units is thus autonomous and can thus independently carry out the tasks assigned to it.
  • the individual computer units work independently of each other and independently of a higher-level control. Instead, the work of a computer unit is controlled by the available measurement data at a specific time in the server. All computer units can access the server independently of one another and at the same time, in particular via standardized interfaces, such as an OPC interface.
  • the database / databases of the server are in particular relational database systems in order to be able to process a large amount of data quickly and flexibly and to make them available.
  • An update of the configuration takes place by means of a remote transfer from the server to the computer units.
  • the efficiency and flexibility of the system can be improved, since the self-organization of the computer units causes a calculation solely on the basis of existing measurement data stored in the memory of the server takes place.
  • This makes it possible, in particular, to combine several systems with one another, since the control takes place by means of the measurement data stored in a memory or a library of a, in particular central server, and is not controlled by the system or a higher-level monitoring unit.
  • configuration rules can be stored in the library which relate to the number of measurement data to be used, the logical rules and algorithms for generating virtual characteristics, the specification of the storage of the virtual characteristics in the memory of the server or the like.
  • various optimization algorithms can be provided, such as heuristic numerical solution methods for multivariant optimization problems, such as genetic algorithms, evolutionary multi-objective optimization, multi-objective optimization with neural networks and evolutionary strategies.
  • the computer units can work in real time through the data exchange with a central unit, since a fast data transfer is possible and at any time a precise mapping of the running processes / process steps of a system is given by the stored data in the memory element.
  • any type of power plant can be analyzed and monitored.
  • the conventional fossil fuel power plants can be switched off or switched on again very quickly, which improves the efficiency of the entire park since only the amount of electricity actually consumed is produced.
  • this can ensure the stability of the power supply and the power grids.
  • Constant online performance measurements for example of the rotors of a wind turbine and an exact weather forecast, allow the expected pipelines to be estimated very accurately in the coming minutes and hours, thus anticipating the operating status of a conventional power plant.
  • the invention provides that a first group of characteristic values is calculated from a difference between the measured data and the virtual characteristic data. From the comparison between the virtual characteristic data and the measured data, represented by specific characteristic values, the requirement of a control or regulation can then be derived.
  • characteristic values are formed by other logical operations and algorithms, so that a hierarchy of characteristic values arises.
  • the logical links and the algorithms are adapted to the running processes in the system and can be changed at any time.
  • a plant process can be, for example, a process step in the separation of CO 2 from flue gases, or the individual process steps in the operation of a mill for lignite or in the combustion processes of lignite / hard coal / biofuels.
  • Changed algorithms and configuration rules are forwarded from the server to the computer units in a remote procedure.
  • the characteristic values and the remaining data are used not only for an analysis of the processes and / or process steps taking place in the system, but also for their regulation and control. This makes it possible to optimize the processes and process steps in a plant in such a way that an overall improved efficiency of the plant (s) can be achieved.
  • an alarm is triggered for certain characteristic values, such as the exceeding of a threshold value, in particular in the formation of the difference between the measured data and the virtual characteristic data.
  • the computer unit (s) is (are) configured in a secure remote transfer procedure by the server. In this way it can be ensured that all computer units have the same computer program or the same configuration instructions and, moreover, this makes it possible to update the computer software quickly and inexpensively.
  • the invention provides to form the visualization unit as a display of the computer unit or as a mobile display unit.
  • the operator has regardless of the location of the Control room a temporally and spatially unlimited access to the characteristics and characteristics of the system.
  • Figure 1 is a schematic representation of a system for analyzing a or
  • FIG. 2 shows a flowchart of an exemplary method according to FIG.
  • Figure 3 is a schematic representation of a power plant.
  • FIG. 1 shows a simplified schematic overview of a preferred embodiment of the data management system according to the invention for analyzing / monitoring running processes and / or process steps in a plant.
  • the power plant can be, for example, a power plant 1 with a steam generator 2, a coal mill 3, a steam turbine 4, a generator 5, and a flue gas desulphurisation plant 6 and a cooling tower 7.
  • a number of processes and / or process steps thus take place in the plant 1, wherein measurement data 9 of physical and / or chemical state parameters of the process / process step, such as the temperature, the density of a substance, which are equipped with sensors and / or measuring sensors Flow rate of a stream and the like can be determined.
  • the data management system 10 consists of a transmitter 1 1, which forwards the measured data 9 determined at a measuring point 8 to a memory element 12 of a preferably central server.
  • the server can as Personal computer, network computer or mainframe computer and has a database for storing data.
  • the memory element 12 of the server can be accessed by one or more computer units 13, which retrieve the data stored in the memory element 12 and process it by means of a data management application. Once the data has been processed in the computer unit 13, the processed data may be transferred to the database of the memory element 12 for storage.
  • the data stored in the memory element 12 can be visualized on a visualization unit 14.
  • the data connections between the transmitter 1 1, the memory element 12, the computer units 13 and the visualization units 14 can take place within a network that controls the communications between the various units of the system 10.
  • the network may be a shared public or private network, may be a wide area network (WAN) or local area network (LAN) and may be connected by any suitable combination of wired and / or be set up wireless communication networks.
  • the network may have an intranet or the Internet.
  • the transmitter 1 1 is preferably the measuring points 8, but transmitter devices which are separate from the measuring points 8 can also be provided, which transmit the measured data 9 determined at the measuring points 8 to the memory element 12.
  • the storage element 12 may include one or more databases in which the received data is stored.
  • the memory element 12 may be flash data storage, magnetic storage, optical storage or other storage media.
  • the visualization units 14 may be the display of the computer units 13 or mobile screens that are advantageously designed as a touch-sensitive screen (touchscreen).
  • the central one Server includes in addition to the data store itself a variety of functions, and in particular in addition to the management and storage of data via the central server new applications and software developments, which are preferably stored in a library, forwarded to the computer units 13 in a remote method.
  • the number of computer units 13 shown here is only a schematic representation, since in principle a system can be equipped with a plurality of computer units 13.
  • a system can be equipped with a plurality of computer units 13.
  • at least one computer unit 13 is assigned to a system, and these computer units 13 are connected to the common server.
  • FIG. 2 shows the sequence of the individual method steps of the method according to the invention for the analysis and of processes and process steps taking place in a system.
  • the sequence starts in step 300 with the measurement of measurement data, which are preferably shown as data vectors and include an indication of an identification of the measuring point 8, a time specification and at least one numerical value.
  • the measurement data is forwarded to the memory element 12 of the server and stored there.
  • These measured data are retrieved by a computer unit 13 in step 320.
  • these measured data are then processed into virtual characteristics by means of a data management application in a step 330.
  • the created virtual characteristics are transferred back to the memory element 12 in a step 340 stored there.
  • characteristic values are then created in step 350 either in the server or in one or more of the computer units. These characteristic values can be visualized together with the characteristic data and / or the measured data in a step 360. In a step 370, these data and characteristic values are used for an analysis and in particular control and regulation of the processes and process steps taking place in a plant.
  • the individual computer units 13 are configured as client of the server, so that the rules, algorithms and calculation rules for the calculation of virtual Characteristics are specified by the server.
  • the state measurement data set in the memory 12 of the server can be used as a trigger for the start of a calculation process.
  • a calculation of characteristic data from the measured data is made possible in real time, wherein different computer units 13 can simultaneously access the measurement data stored centrally in the memory 12 of the server.
  • the analysis and monitoring of one or more systems can be supplemented, extended or adapted as required. This makes it possible that the computational conversion is completely independent of certain properties of the computer units 13.
  • the computer units 13 can be adapted quickly and flexibly to their specific requirements.
  • the analysis system according to the invention can thus be used for monitoring and controlling a plant.
  • Real and virtual measured values can be linked together, so that the information can be bundled by several measuring points.
  • very complex monitoring rules can be realized.
  • the system is controlled on the basis of the values of real and virtual measuring points or the comparison of virtual and real measuring points. Based on this, regulations can be implemented. Since virtual characteristic data are stored in the memory element 12 of the server in the same way as real measured data, comprehensive analysis and thus also control and monitoring of processes taking place in the system are made possible in a simple manner.

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Business, Economics & Management (AREA)
  • Health & Medical Sciences (AREA)
  • Automation & Control Theory (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • Software Systems (AREA)
  • Economics (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Mathematical Physics (AREA)
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  • Public Health (AREA)
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  • General Health & Medical Sciences (AREA)
  • Human Resources & Organizations (AREA)
  • Computer Vision & Pattern Recognition (AREA)
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  • Tourism & Hospitality (AREA)
  • Power Engineering (AREA)
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  • Quality & Reliability (AREA)
  • Testing Or Calibration Of Command Recording Devices (AREA)

Abstract

L'invention a pour but de proposer une solution qui permet d'améliorer l'analyse d'au moins un processus et/ou une étape de processus technique de production ou de procédé se déroulant dans une installation unique, notamment une centrale électrique et/ou une installation industrielle, et/ou dans une combinaison de plusieurs installations, en particulier des centrales électriques. Pour cela, l'invention propose un procédé comprenant les étapes suivantes consistant à : déterminer des données de mesure de paramètres d'état physiques et/ou chimiques du processus ou de l'étape de processus ; transférer les données de mesure dans un élément de mémorisation ; importer les données de l'élément de mémorisation dans au moins une unité de calcul informatisé autonome ; traiter les données mesurées par utilisation d'une première application de gestion de données dans l'unité de calcul, des données caractéristiques virtuelles étant calculées à partir des données de mesure ; transférer les données caractéristiques virtuelles de l'unité de calcul à l'élément de mémorisation ; calculer d'autres valeurs caractéristiques à partir des données caractéristiques virtuelles et des données de mesure au moyen d'une seconde application de gestion de données dans la ou les unités de calcul ; et utiliser les valeurs caractéristiques et/ou les données caractéristiques virtuelles et/ou les données de mesure dans l'analyse du processus/ de l'étape processus de l'installation. On obtient ainsi un système constitué d'unités de calcul autonomes travaillant en parallèle qui déterminent par auto-organisation l'ordre des calculs et qui compactent des informations de points de mesure réels et virtuels pour donner des indicateurs de tout le système.
EP14742241.4A 2013-11-22 2014-07-24 Procédé, système et produit programme d'ordinateur d'analyse de processus et/ou d'étapes de processus techniques de production et/ou de procédé dans une installation Withdrawn EP3072018A1 (fr)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
DE102013112896.3A DE102013112896A1 (de) 2013-11-22 2013-11-22 Verfahren, System und Computerprogramm-Produkt zur Analyse von produktionstechnischen und/oder verfahrenstechnischen Prozessen und/oder Prozessschritten in einer Anlage
PCT/EP2014/065944 WO2015074772A1 (fr) 2013-11-22 2014-07-24 Procédé, système et produit programme d'ordinateur d'analyse de processus et/ou d'étapes de processus techniques de production et/ou de procédé dans une installation

Publications (1)

Publication Number Publication Date
EP3072018A1 true EP3072018A1 (fr) 2016-09-28

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EP14742241.4A Withdrawn EP3072018A1 (fr) 2013-11-22 2014-07-24 Procédé, système et produit programme d'ordinateur d'analyse de processus et/ou d'étapes de processus techniques de production et/ou de procédé dans une installation

Country Status (6)

Country Link
EP (1) EP3072018A1 (fr)
JP (1) JP2016537729A (fr)
KR (1) KR20160091942A (fr)
CN (1) CN105900030A (fr)
DE (1) DE102013112896A1 (fr)
WO (1) WO2015074772A1 (fr)

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EP3474198A1 (fr) * 2017-10-18 2019-04-24 IBN Systems GmbH Dispositif et procédé de commande et de gestion d'une installation industrielle
EP3474197A1 (fr) * 2017-10-18 2019-04-24 IBN Systems GmbH Système et procédé dans un environnement d'une installation industrielle
JP7142717B2 (ja) * 2018-06-04 2022-09-27 セロニス エスイー 物理的な対象物についてプロセスプロトコルを提供する方法およびシステム
JP7150057B2 (ja) 2018-06-04 2022-10-07 セロニス エスイー 機械データについてプロセスプロトコルを提供する方法およびシステム

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Publication number Publication date
KR20160091942A (ko) 2016-08-03
CN105900030A (zh) 2016-08-24
WO2015074772A1 (fr) 2015-05-28
DE102013112896A1 (de) 2015-05-28
JP2016537729A (ja) 2016-12-01

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