CN115272036A - Wisdom garden thing networking platform - Google Patents
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Abstract
The invention discloses an intelligent park Internet of things platform, which comprises a user layer, a management layer, subsystem data information layers, a platform control layer and an infrastructure layer, wherein the intelligent park Internet of things platform controls and manages organizations, personnel, authorities, basic settings and equipment display, provides a docking interface with an external system, and is uniformly managed by a system administrator; the personalized requirements of the user are realized; using a digital certificate to carry out user identity authentication and information encryption; an international standard interface is adopted between the intelligent park Internet of things platform and each subsystem, and a standard database is established at the same time. According to the invention, information of all electromechanical professional subsystems in the park is shared and managed, information interaction, quick response and linkage control are performed among all subsystems, the targets of automatic monitoring and remote management can be realized, the requirements of visual monitoring and equipment safety control of the equipment are met, the requirement of green operation is met, information isolated islands are avoided, and the working efficiency of operation and maintenance personnel is improved.
Description
Technical Field
The invention relates to the fields of information management, internet of things and data management, in particular to an intelligent park Internet of things platform which is applied to intelligent park systems such as operation management portals, equipment, offices, analysis and the like.
Background
The increasing growth of modern parks and the high-speed development of economy, the social demand for the application of the internet is increasing day by day, and the wide application of the internet has great influence on the development of the information industry in China. With the development of modern parks, the functions and management requirements of the parks are increasingly improved, regulations and requirements in the aspects of safety, environmental protection, energy conservation and the like are increasingly strict, the requirements of customers on convenience, individuation and visualization are different, market competition is fierce, various systems are widely used, and the labor management cost is continuously increased, so that the expanded development of the parks faces challenges.
The current situation that most of the existing garden equipment management is insufficient is as follows:
(1) With separate platforms for the mess of equipment
(2) The repeated login and the account password are not unified
(3) Low efficiency, high labor cost and inconvenient management
(4) The equipment fails to receive information in time
(5) The problem of little useful data and the like due to inconvenient platform operation
At present, in the development process of a park, the labor cost is continuously increased due to equipment management of vehicles, monitoring, networks, access controls and the like, the processing difficulty and time are increased due to various manual management operations, the cooperation of systems is not perfect, unified and efficient management is difficult to carry out, and the method is a great problem in the development of the park.
Disclosure of Invention
The invention provides an intelligent park Internet of things platform, which can share and manage information among equipment of electromechanical professional subsystems in a park, realize information interaction, quick response and linkage control among the subsystems, realize the aims of automatic monitoring and remote management, meet the requirements of equipment visual monitoring and equipment safety control, meet the requirements of green operation, avoid information isolated island and improve the working efficiency of operation and maintenance personnel.
In order to achieve the purpose, the invention provides an intelligent park Internet of things platform, which comprises a user layer, a management layer, a subsystem data information layer, a platform control layer and an infrastructure layer, and comprises the following operations:
the organization, personnel, authority, basic setting and equipment display are controlled and managed, a docking interface with an external system is provided, and the system administrator manages the docking interface in a unified way;
the personalized requirements of the user are realized;
using the digital certificate to carry out user identity authentication and information encryption;
an international standard interface is adopted between the intelligent park Internet of things platform and each subsystem, and a standard database is established at the same time.
In a preferred embodiment, the step of controlling and managing the organization, personnel, authorities, infrastructure settings and device displays comprises: home page navigation, organization, rights management, system configuration, device management, and data exchange module functions.
In a preferred embodiment, the step of controlling and managing the organization, personnel, authorities, infrastructure settings and device displays comprises the following operational steps:
s1: displaying the actual setting steps of an administrator in a flow guide mode;
s2: unified organization architecture management and personnel information unified management
S3: and recording operator, time, operation content, system operation record and error alarm information.
In a preferred embodiment, the step of fulfilling the requirement of the user's personalization comprises:
SS1: adopting a J2EE technology system to construct on a B/S three-layer application system structure;
and SS2: the SOA architecture and componentization design is taken as a main technical route; the method integrates a new application technology, has cloud native characteristics, and supports memory computing, parallel computing, mobile application and big data processing technologies;
and (4) SS3: supports the HTML5 and BPMN2.0 specifications, supporting cross-platform, various mobile devices and intelligent terminals.
And SS4: XML is used as a data exchange standard of a system interface, and information resource integration is realized through a web service technology.
In a preferred embodiment, the process of using digital certificate for user identity authentication and information encryption further comprises: a plurality of authentication combination modes of CA authentication, key management and digital signature are provided, and the security of the system is integrally ensured in a plurality of modes by adopting an SSL secure communication channel
In a preferred embodiment, the step of creating a database of criteria comprises:
a: the electromechanical subsystems to be monitored are integrated on an internet of things management platform, so that remote operation and monitoring are realized;
b: the interfaces of the Internet of things management platform are unified, and the operation process is carried out;
c: setting a perfect data graphical interface, and monitoring the operation data of each subsystem in real time;
d: arranging a management mode and linkage logic through a graphical interface of the Internet of things management platform;
e: through the network remote access platform, users with different authorities manage the control authority of each subsystem according to the different data access authorities of the users with different levels.
In a preferred embodiment, the step of creating a database of criteria comprises:
a: important alarm information of each subsystem is displayed on an internet of things management platform in real time, and when abnormal conditions occur, managers acquire the information at the first time and conduct remote investigation through the internet of things management platform;
b: the internet of things management platform comprehensively records information such as operation parameters, operation states, operation time, total operation hours and the like of equipment, and when emergency alarm and early warning occur, a system prompts a processing plan.
c: and recording the operation data and alarm recording information of each subsystem, and comprehensively comparing.
In a preferred embodiment, the step of creating a database of criteria comprises:
(1) The physical connection management platform carries out unified management on each subsystem, and judges whether the electromechanical system conforms to the industry safety standard or not through a preset control logic;
(2) And comprehensively summarizing information data of each subsystem, periodically analyzing the data, finding out energy consumption loopholes and optimizing an operation strategy, thereby realizing further energy-saving operation.
The invention can achieve the following beneficial effects: with information sharing and management between the equipment of each electromechanical professional subsystem in the garden, information interaction, quick response and coordinated control between each subsystem can realize automatic monitoring and remote management's target, satisfy visual supervision of equipment, equipment safety control, satisfy the requirement of green operation, avoid the information isolated island, improve fortune dimension personnel work efficiency.
Drawings
The accompanying drawings, which are included to provide a further understanding of the invention and are incorporated in and constitute a part of this specification, illustrate embodiments of the invention and together with the description serve to explain the principles of the invention and not to limit the invention.
In the drawings:
FIG. 1 is a flow chart of an embodiment of an intelligent campus Internet of things platform of the present invention;
FIG. 2 is a flow architecture diagram of an embodiment of an intelligent park Internet of things platform of the invention;
FIG. 3 is a block diagram of the architecture of an embodiment of the intelligent campus IOT platform of the present invention.
Detailed Description
The preferred embodiments of the present invention will be described in conjunction with the accompanying drawings, and it should be understood that they are presented herein only to illustrate and explain the present invention and not to limit the present invention.
The intelligent monitoring system integrates various intelligent equipment data into one platform for control and monitoring, wherein the intelligent monitoring system comprises an entrance guard, an intelligent parking, a camera, an electronic patrol, public broadcasting, fire control, an elevator, an exhaust fan, lighting, an air conditioner, energy consumption and the like. The platform concentrates all the basic functions of the intelligent equipment on the unified management of the Internet of things platform, and improves the efficient, safe and convenient life of the garden through the secondary development by butting the relevant data of hardware equipment.
Example 1
Referring to fig. 1-3, an intelligent park internet of things platform includes a user layer, a management layer, a data information layer of each subsystem, a platform control layer and an infrastructure layer, and includes the following operations:
the organization, personnel, authority, basic setting and equipment display are controlled and managed, a docking interface with an external system is provided, and the system administrator manages the docking interface in a unified way;
the personalized requirements of the user are realized;
using a digital certificate to carry out user identity authentication and information encryption;
an international standard interface is adopted between the intelligent park Internet of things platform and each subsystem, and a standard database is established at the same time.
In a preferred embodiment, the step of controlling and managing the organization, personnel, authorities, infrastructure settings and device displays comprises: home page navigation, organization, rights management, system configuration, device management, and data exchange module functions.
In a preferred embodiment, the step of controlling and managing the organization, personnel, authorities, infrastructure settings and device displays comprises the following operational steps:
s1: displaying the actual setting steps of an administrator in a flow guide mode;
s2: unified organization and architecture management and personnel information unified management
S3: and recording operator, time, operation content, system operation record and error alarm information.
In a preferred embodiment, the step of implementing the requirement of the user's personalization includes:
and (4) SS1: adopting a J2EE technology system to construct on a B/S three-layer application system structure;
and (4) SS2: the SOA architecture and componentization design is taken as a main technical route; the method integrates a new application technology, has cloud native characteristics, and supports memory computing, parallel computing, mobile application and big data processing technologies;
and (4) SS3: the system supports HTML5 and BPMN2.0 specifications, and supports cross-platform, various mobile devices and intelligent terminals.
And (4) SS: XML is used as a data exchange standard of a system interface, and information resource integration is realized through a web service technology.
In a preferred embodiment, the process of using the digital certificate for user identity authentication and information encryption further comprises: a plurality of authentication combination modes of CA authentication, key management and digital signature are provided, and the security of the system is integrally ensured in a plurality of modes by adopting an SSL secure communication channel
In a preferred embodiment, the step of creating a database of criteria comprises:
a: the electromechanical subsystems to be monitored are integrated on an internet of things management platform, so that remote operation and monitoring are realized;
b: the interfaces of the Internet of things management platform are unified, and the operation process is carried out;
c: setting a perfect data graphical interface, and monitoring the operation data of each subsystem in real time;
d: arranging management modes and linkage logics through a graphical interface of the Internet of things management platform;
e: through the network remote access platform, users with different authorities manage the control authority of each subsystem according to the different data access authorities of the users with different levels.
In a preferred embodiment, the step of creating a database of criteria comprises:
a: important alarm information of each subsystem is displayed on the Internet of things management platform in real time, and when abnormal conditions occur, managers can acquire the information at the first time and conduct remote investigation through the Internet of things management platform;
b: the Internet of things management platform comprehensively records information such as running parameters, running states, running time, total running hours and the like of equipment, and when emergency alarm and early warning occur, the system prompts and processes a plan.
c: and recording the operation data and alarm recording information of each subsystem, and comprehensively comparing.
In a preferred embodiment, the step of creating a database of criteria comprises:
(1) The physical connection management platform carries out unified management on each subsystem, and judges whether the electromechanical system conforms to the industry safety standard or not through a preset control logic;
(2) And comprehensively summarizing information data of each subsystem, periodically analyzing the data, finding out energy consumption loopholes and optimizing an operation strategy, thereby realizing further energy-saving operation.
Example 2
Referring to fig. 1 to 3, an intelligent park internet of things platform is used for building a park internet of things platform, and is based on equipment and management level, and based on the park integrated management (process, function and information) as a basic means, an equipment application system is constructed, developed and maintained.
The platform can realize control and management of organizations, personnel, authorities, basic settings and equipment display, provides a docking interface with an external system, and is uniformly managed by a system administrator. The system comprises the functions of modules such as home page navigation, organization, authority management, system configuration, equipment management, data exchange and the like.
(1) The actual setting steps of the administrator are displayed in a flow guide mode, so that the administrator can conveniently and quickly get on the hands and skillfully operate the background;
(2) Uniformly organizing architecture management and uniformly managing personnel information;
(3) The system supports user identity authentication login and IP address access control;
(4) The system has a detailed log function, records information such as operators, time, operation content, system operation record, error alarm and the like, and is convenient to analyze and supervise;
(5) The system has complete data management capability, supports operations such as data backup, recovery strategy customization, data partitioning and the like, and supports data separation storage and incremental backup.
The design concept of the platform has the characteristic of 'advancement', a platform-based design and development idea is adopted, a mature service basic platform product is adopted at the bottom layer for supporting, and inconvenience brought by daily operation of equipment is improved.
The development platform supports various operating systems (Linux, windows and the like), can run on various application servers (WebLogic, tomcat, JBoss Server and the like) conforming to J2EE specification, supports various databases, comprises common relational databases (Oracle 10g, IBM DB2, SQL Server, mySQL and the like) and is built by adopting a VUE framework, and has clear data structure hierarchy and clear logic.
The technical framework layer shields the details of different specific technical implementation, and reduces the complexity, the heterogeneity, the insecurity and the instability brought by directly using system resources; the technical framework layer monitors and manages system resources, and availability and reasonable use of the system resources are guaranteed; the technology support layer provides an optimal programming mode, the speed of developing and deploying applications on different technology platforms is increased, and the robustness of the applications is guaranteed. The implementation details of the technology shielded by the technical framework layer comprise an interface style, remote access, EJB implementation/access, multi-database adaptation, transaction processing, concurrent processing, cache processing, safety management and the like.
The personalized requirements of the end user are realized; supporting the user with various demand changes in the development process.
(1) The system adopts a J2EE technology system and is constructed on a B/S three-layer application system structure;
(2) The SOA architecture and componentization design is taken as a main technical route; the method integrates a new application technology, has cloud native characteristics, and supports memory computing, parallel computing, mobile application and big data processing technologies;
(3) The system supports HTML5 and BPMN2.0 specifications, and supports cross-platform, various mobile devices and intelligent terminals.
(4) XML is used as a data exchange standard of a system interface, and information resource integration is realized through a web service technology.
The intelligent park Internet of things platform has access capability, supports access of various access protocols, supports different types of access protocols and data content analysis of different manufacturers, supports incremental development and dynamic loading of analysis plug-ins, and achieves plug and play. Providing an open standard interface, SDK, etc.
The XML/JSON format is used as a unified data exchange standard, data interaction is carried out with a security monitoring system, an environment monitoring system, an energy consumption management system and the like of a park through standard interfaces reserved by a platform, channels among the systems are established, and seamless butt joint is achieved.
Aiming at the safety design of the project software system, the aspects of network layer, system layer, application layer, data safety, safety management system and the like are considered, and the intercommunication and safety of the system are guaranteed.
The platform has a reliable and effective security authentication scheme, can use a digital certificate to perform user identity authentication and information encryption, can provide various authentication combination modes such as CA authentication, key management, digital signature and the like when necessary, and adopts an SSL (secure sockets layer) secure communication channel to ensure the security of the system in a plurality of modes. Wherein:
(1) The security authentication supports 128-bit SSL, 64-bit SSL and PKI.
(2) Providing HTTPS secure transmission, supporting a traditional authentication mode or hardware UKEY authentication and the like.
The management platform construction meets various functional requirements from two aspects of daily operation management and professional system management.
For daily operation management, the key operation data of each functional subsystem can be monitored in real time, and the setting of the operation mode of each equipment subsystem can be realized; when the working state of each subsystem is abnormal, a sound prompt can be sent out in the central control room through the centralized control software; meanwhile, the system comprises professional systems for equipment maintenance management, energy-saving diagnosis, mode operation, energy consumption prediction, optimization control and the like, and provides functions of editing and modifying operation modes, remotely modifying the starting and stopping states and setting parameters of specific equipment, recording detailed, long-term and accurate data, and modifying automatic control logic. The interactive interface software is professional, comprehensive and easy to edit.
The system comprises a plurality of subsystems, wherein the subsystems are connected with the Internet of things management platform software through Internet of things management, the Internet of things management platform software is connected with the subsystems through Internet of things management, and the Internet of things management platform software is connected with the subsystems through Internet of things management.
The requirements of convenient management and use are met:
(1) All the electromechanical systems needing to be monitored are integrated on one Internet of things management platform, and operation managers can realize remote operation and monitoring of all the electromechanical systems in the park in a central control computer room;
(2) The interface of the Internet of things management platform is uniform, the information interaction is convenient, and the interface is uniform, so that the operation flow is simplified;
(3) The system has a perfect data graphical interface, monitors the key operation data of each subsystem in real time, and makes the management information of each subsystem clear at a glance;
(4) Management personnel can conveniently arrange the management mode and the linkage logic through a friendly graphical interface of the Internet of things management platform;
(5) The platform can be remotely accessed through a network, users with different authorities can control the authorities according to different data access authorities of users with different grades.
(II) the requirements of park management safety monitoring are met:
(1) Important alarm information of each subsystem is displayed on the Internet of things management platform in real time, and when abnormal conditions occur, managers can acquire the information at the first time and remotely check through the Internet of things management platform to know the field conditions of equipment;
(2) The internet of things management platform comprehensively records information such as operation parameters, operation states, operation time, total operation hours and the like of important equipment, and when emergency alarm and early warning occur, the system prompts a processing plan and reduces reaction time.
(3) And information such as operation data, alarm records and the like of each subsystem is recorded for a long time and is comprehensively compared, so that managers can conveniently and regularly carry out comprehensive diagnosis on the electromechanical system.
(III) the requirements of green operation of park management are met:
(1) The physical connection management platform carries out unified management on each subsystem, and the electromechanical system is enabled to follow the industry safety standard through a preset control logic, so that automatic energy-saving operation is realized;
(2) The internet of things management platform provides long-term operation data records, the internet of things management platform comprehensively summarizes information data of all subsystems, technicians and high-level managers periodically analyze the data, energy consumption leaks are found out, operation strategies are optimized, and the purpose of further energy-saving operation is achieved.
Example 3
Referring to fig. 1-3, an intelligent park internet of things platform is a set of brand-new management platform convenient for operation, standardization, unified data management, real-time equipment information monitoring, and timely equipment alarm sending. Wherein: the user layer, the management layer, the data information layer of each subsystem, the platform control layer and the infrastructure layer are five standard networks.
The infrastructure layer includes: hardware devices, standard network interface protocols, sensors, opcs, etc
The platform control layer includes: equipment installation, secondary development of interface data and data processing and processing related to interface butt joint.
The subsystem data information layer comprises: the system comprises a server, data storage, data display and data visualization.
The management layer comprises: the system comprises a data visualization interface and a lead cockpit, wherein each sub-function module can check related equipment information and control start and stop of equipment.
The user layer comprises: the system comprises common employees, a park manager and a park leader, wherein common users can only check the platform and have partial controllable functions, the manager can divide the authority into the common users, which can be operated and checked, which can not be operated and can not be seen, equipment information is modified, and the like, and the leader can log off, stop, start and the like the account of the manager.
Example 4
Referring to fig. 1-3, in this embodiment, we divide the intelligent park internet of things platform into five layers, which are: the system comprises a user layer, a management layer, subsystem data information layers, a platform control layer and an infrastructure layer, and meanwhile, for the convenience of explanation, a label is edited on each layer to better show the using effect.
User layer (No. 1): the user can be divided into a first level, a second level and a third level, and the authorities of all levels are different, so that the user can operate different functions;
management layer (No. 2): a large platform of a unified management subsystem, namely an internet of things platform;
information layer (No. 3): data sets (door access data, camera data, parking data, etc.) transmitted by each integrated device;
control layer (No. 4): carrying out secondary development on data transmitted by each device to obtain desired data and rendering the data to a page;
base layer (No. 5): hardware equipment, network equipment and the like which are required to be installed in each system.
In the course of a particular implementation,
(1) Number 5 passes the data to number 4, and number 4 develops the data a second time to obtain the desired data. For example, the received data is: 1. 2, 3, 4, 5, want to take 6 through an algorithm such as: 1+5=6.
The obtained data 6 is assigned to the get variable, the front end renders the data of the get variable to a page, and the value seen by the number 1 is 6.
(2) The data obtained by the number 4 and the number 3 are combined into an array to be output and displayed to the number 2, and the functions of the number 2 are different when the authority of the number 1 is different.
Example 5
Referring to fig. 1-3, in this embodiment, an access control system is taken as an example for specific description.
The first step is as follows: when a person enters or exits the entrance guard gate, the person needs to swipe a face or a card;
the second step is that: the hardware access control equipment stores the captured data to the local and transmits the data to a local server through a 485 network;
the third step: the system is connected to an Internet of things platform in a butt joint mode through a standard interface protocol;
the fourth step: and all systems are centralized to all navigation side bars, so that one-platform multi-management is realized.
One or more technical solutions provided in the embodiments of the present application have at least the following technical effects or advantages:
(1) Compared with the prior art, all systems can be managed only by logging in one account; the page operation is simple and convenient, the data is regular and ordered, the equipment alarm and the fault can be checked in real time, the labor cost is reduced, the working efficiency is improved, and the equipment information, the installation position and the real-time state are clear at a glance;
(2) Taking digital transformation as a core, breaking through the barriers of traditional and historical construction systems, taking strong points to offset shortages, and covering from the digital construction of a garden to data precipitation and data deep activation;
(3) The information sharing and management among the equipment of each electromechanical professional subsystem in the park can be realized, and the information interaction, the quick response and the linkage control among the subsystems are realized;
(4) The intelligent monitoring system can achieve the aims of automatic monitoring and remote management, meets the requirements of equipment visual monitoring and equipment safety control, meets the requirement of green operation, avoids information isolated islands, and improves the working efficiency of operation and maintenance personnel, thereby achieving the aims of reducing labor cost, ensuring operation quality, promoting management consciousness and reducing operation energy consumption.
Finally, it should be noted that: although the present invention has been described in detail with reference to the foregoing embodiments, it will be apparent to those skilled in the art that changes may be made in the embodiments and/or equivalents thereof without departing from the spirit and scope of the invention. Any modification, equivalent replacement, or improvement made within the spirit and principle of the present invention should be included in the protection scope of the present invention.
Claims (8)
1. The utility model provides an wisdom garden thing networking platform, contains user layer, management layer, each subsystem data information layer, platform control layer and infrastructure layer, its characterized in that includes following operation:
the organization, personnel, authority, basic setting and equipment display are controlled and managed, a docking interface with an external system is provided, and the system administrator manages the docking interface in a unified way;
the personalized requirements of the user are realized;
using a digital certificate to carry out user identity authentication and information encryption;
an international standard interface is adopted between the intelligent park Internet of things platform and each subsystem, and a standard database is established at the same time.
2. The intelligent park internet of things platform as claimed in claim 1, wherein in the step of controlling and managing organizations, personnel, authorities, infrastructure settings and device displays, comprising: home page navigation, organization, rights management, system configuration, device management, and data exchange module functions.
3. The intelligent park internet of things platform according to claim 1, wherein in the step of controlling and managing the organizations, personnel, authorities, basic settings and equipment displays, the intelligent park internet of things platform comprises the following operation steps:
s1: displaying the actual setting steps of an administrator in a flow guide mode;
s2: unified organization and architecture management and personnel information unified management
S3: and recording the operator, time, operation content, system operation record and error alarm information.
4. The intelligent park internet of things platform as claimed in claim 1, wherein the step of realizing the personalized requirement of the user comprises:
SS1: adopting J2EE technical system to build on the B/S three-layer application system structure;
and (4) SS2: the SOA architecture and componentization design is taken as a main technical route; the method integrates a new application technology, has cloud native characteristics, and supports memory computing, parallel computing, mobile application and big data processing technologies;
and (4) SS3: the system supports HTML5 and BPMN2.0 specifications, and supports cross-platform, various mobile devices and intelligent terminals;
and SS4: XML is used as a data exchange standard of a system interface, and information resource integration is realized through a web service technology.
5. The intelligent park internet of things platform as claimed in claim 1, wherein the process of using digital certificates for user identity authentication and information encryption further comprises: a plurality of authentication combination modes of CA authentication, key management and digital signature are provided, an SSL secure communication channel is adopted, and the security of the system is integrally ensured in a plurality of modes.
6. The intelligent park internet of things platform according to claim 1, wherein the step of establishing a standard database comprises:
a: the electromechanical subsystems to be monitored are integrated on an internet of things management platform, so that remote operation and monitoring are realized;
b: the interfaces of the Internet of things management platform are unified, and the operation process is carried out;
c: a perfect data graphical interface is set up, monitoring the operation data of each subsystem in real time;
d: arranging management modes and linkage logics through a graphical interface of the Internet of things management platform;
e: through the network remote access platform, users with different authorities manage the control authority of each subsystem according to the different data access authorities of the users with different levels.
7. The intelligent campus internet of things platform of claim 1 wherein the step of establishing a standard database comprises:
a: important alarm information of each subsystem is displayed on the Internet of things management platform in real time, and when abnormal conditions occur, managers can acquire the information at the first time and conduct remote investigation through the Internet of things management platform;
b: the internet of things management platform comprehensively records information such as operation parameters, operation states, operation time, total operation hours and the like of equipment, and when emergency alarm and early warning occur, a system prompts a processing plan;
c: and recording the operation data and alarm recording information of each subsystem, and comprehensively comparing.
8. The intelligent campus internet of things platform of claim 1 wherein the step of establishing a standard database comprises:
(1) The physical connection management platform carries out unified management on each subsystem, and judges whether the electromechanical system conforms to the industry safety standard or not through a preset control logic;
(2) And comprehensively summarizing information data of each subsystem, periodically analyzing the data, finding out energy consumption loopholes and optimizing an operation strategy, thereby realizing further energy-saving operation.
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| CN117971799A (en) * | 2023-12-14 | 2024-05-03 | 北京宇信科技集团股份有限公司 | Data development platform and data development method |
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| CN117971799A (en) * | 2023-12-14 | 2024-05-03 | 北京宇信科技集团股份有限公司 | Data development platform and data development method |
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