CN117234258A - IDC energy saving method, system and storage medium - Google Patents
IDC energy saving method, system and storage medium Download PDFInfo
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- CN117234258A CN117234258A CN202311490170.8A CN202311490170A CN117234258A CN 117234258 A CN117234258 A CN 117234258A CN 202311490170 A CN202311490170 A CN 202311490170A CN 117234258 A CN117234258 A CN 117234258A
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- 238000000034 method Methods 0.000 title claims abstract description 27
- 239000011159 matrix material Substances 0.000 claims abstract description 56
- 238000005265 energy consumption Methods 0.000 claims abstract description 27
- 238000004891 communication Methods 0.000 claims abstract description 8
- 238000004378 air conditioning Methods 0.000 claims description 15
- 238000001816 cooling Methods 0.000 claims description 13
- 238000001514 detection method Methods 0.000 claims description 4
- 238000004590 computer program Methods 0.000 claims description 3
- 230000000694 effects Effects 0.000 abstract description 7
- 230000001105 regulatory effect Effects 0.000 description 13
- 239000012530 fluid Substances 0.000 description 11
- 238000012546 transfer Methods 0.000 description 11
- 239000003507 refrigerant Substances 0.000 description 8
- 239000007788 liquid Substances 0.000 description 6
- 239000012809 cooling fluid Substances 0.000 description 5
- 230000008569 process Effects 0.000 description 5
- 230000009471 action Effects 0.000 description 4
- 238000012360 testing method Methods 0.000 description 4
- 239000000126 substance Substances 0.000 description 3
- 238000012423 maintenance Methods 0.000 description 2
- 238000007726 management method Methods 0.000 description 2
- 238000005057 refrigeration Methods 0.000 description 2
- 230000009286 beneficial effect Effects 0.000 description 1
- 230000005540 biological transmission Effects 0.000 description 1
- 230000006835 compression Effects 0.000 description 1
- 238000007906 compression Methods 0.000 description 1
- 230000001276 controlling effect Effects 0.000 description 1
- 239000002826 coolant Substances 0.000 description 1
- 238000013500 data storage Methods 0.000 description 1
- 238000013461 design Methods 0.000 description 1
- 238000003745 diagnosis Methods 0.000 description 1
- 238000010586 diagram Methods 0.000 description 1
- 230000005611 electricity Effects 0.000 description 1
- 238000004134 energy conservation Methods 0.000 description 1
- 239000000284 extract Substances 0.000 description 1
- 238000007710 freezing Methods 0.000 description 1
- 230000008014 freezing Effects 0.000 description 1
- 238000010438 heat treatment Methods 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 238000012544 monitoring process Methods 0.000 description 1
- 238000012545 processing Methods 0.000 description 1
- 238000007789 sealing Methods 0.000 description 1
- 239000002002 slurry Substances 0.000 description 1
- 238000013024 troubleshooting Methods 0.000 description 1
- XLYOFNOQVPJJNP-UHFFFAOYSA-N water Substances O XLYOFNOQVPJJNP-UHFFFAOYSA-N 0.000 description 1
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Abstract
The invention discloses an energy saving method and system of IDC and a storage medium, which relate to the technical field of energy saving systems, and comprise a control panel and an equipment module, wherein a time unit and an algorithm unit are arranged in the control panel, the algorithm unit comprises matrixes A, B and C, the matrix C is the product of matrixes A and B, the matrix A is a real number set of single equipment energy consumption and a certain time period, the matrix B is a real number set of actual operation equipment and a certain time period, the matrix C is a real number set of single equipment energy consumption and actual operation equipment, the real number set of the single equipment energy consumption and the actual operation equipment is expressed as C=AB, the equipment module comprises an equipment master controller, a single equipment controller and a temperature sensor, the single equipment controller and the temperature sensor are electrically connected with the equipment master controller, the single equipment controller is electrically connected with a single air conditioner, and the equipment master controller is in communication connection with the control panel. The invention can solve the problem that the energy-saving effect of the IDC system is not obvious.
Description
Technical Field
The invention relates to the technical field of energy-saving systems, in particular to an energy-saving method and system for IDC and a storage medium.
Background
IDC (Internet data center) is a facility for providing operation and maintenance for devices for centralized collection, storage, processing and transmission of data based on Internet network. IDC provides domain name registration query, resource renting (e.g., virtual host service, data storage service), system maintenance (system configuration, data backup, troubleshooting service), management services (e.g., bandwidth management, traffic analysis, load balancing, intrusion detection, system vulnerability diagnosis), and other support and operation services. IDC is an important network hub, and a large amount of power is consumed to ensure normal operation, so that energy-saving power supply to the IDC machine room is considered. Patent document CN201010125091.3 discloses a system and method for saving energy in a machine room and a data center, which directly discharges hot air at the air outlet of a computer fan to the outside by extracting, and avoids extracting indoor cold air to the outside, so as to achieve the effects of cooling in the machine room of the data center, saving electricity and reducing consumption in an air conditioner, but in real life, the effect of saving energy is not remarkable by extracting hot air at the air outlet of the computer depending on power consumption of the hot air generated by the computer. Therefore, we propose an IDC energy saving method and system, and storage medium.
Disclosure of Invention
In order to solve the problems, the invention provides an energy-saving method and system for IDC and a storage medium, which are used for solving the problem that the energy-saving effect of an IDC system is not obvious.
In order to achieve the above purpose, the invention adopts the following technical scheme: an energy-saving system of IDC comprises a control panel and an equipment module, wherein a time unit and an algorithm unit are arranged in the control panel;
the algorithm unit comprises a matrix A, B and a matrix C, wherein the matrix C is the product of a matrix A and a matrix B and is expressed as C=AB, the matrix A is an m×p matrix, the matrix B is a p×m matrix, and the matrix C is an m×m matrix;
wherein the ith row and jth column elements in matrix C are represented as:
；
the matrix A is a real number set of single equipment energy consumption and a certain time stage, and specifically comprises the following steps:
；
the matrix B is a real number set of the number of actual running devices and a certain time period, and specifically comprises the following steps:
；
the matrix C is a real number set of the energy consumption of a single device and the number of actual running devices, and specifically comprises the following steps:
；
wherein a is m，P Representing the power consumption of a single device with sequence number m at P, b P，m The actual running number of the equipment with the sequence number m at the time of P is represented;
specifically, C1 represents the sum of energy consumption of the device with sequence number 1 in a time period, expressed as:
；
specifically, C' represents the sum of energy consumption of devices numbered 1-m during a time period, expressed as:
；
the equipment module comprises an equipment master controller, a single equipment controller and a temperature sensor, wherein the single equipment controller and the temperature sensor are electrically connected with the equipment master controller, and the equipment master controller is in communication connection with a control panel.
Preferably, the energy-saving system further comprises an air conditioning module, wherein the air conditioning module comprises an electric regulating valve, the electric regulating valve is arranged in the air conditioning cooling channel, and the electric regulating valve is in communication connection with the control panel.
Preferably, the time unit comprises a clock device, which is provided with three time phases.
Preferably, the power supply amount for the time period is 1.1C'.
Preferably, the temperature sensors are uniformly arranged at two sides of a refrigerating area channel which is responsible for each air conditioner, gas heat exchangers are arranged at two sides of the refrigerating area channel, the gas heat exchangers are provided with a cold side and a hot side, the cold side passes through an external wall of the IDC machine room to be communicated with the outside, the hot side passes through the external wall of the IDC machine room to be communicated with the inside, and the cold side and the hot side are respectively provided with an air inlet and an air outlet.
The energy-saving method of the IDC is applied to the energy-saving system of the IDC, and comprises the following steps of
S1, dividing an IDC machine room into power supply areas, and setting equipment and air conditioner power supply parameter information according to different time phases through a control panel;
s2, automatically calculating the power supply quantity and the power consumption required by different time phases through an algorithm unit system;
s3, monitoring total energy consumption information, single equipment energy consumption information and single air conditioner energy consumption information in real time through a control panel;
and S4, automatically or manually adjusting the temperature through a control panel under the detection action of a temperature sensor when the temperature of the IDC machine room exceeds a preset value.
Preferably, the parameter information in S1 is input according to the formats of the matrix a and the matrix B, and the device and the air conditioner parameter data are both the optimal power supply amount.
Preferably, the opening formula of the electric control valve is as follows: k (K) 1 =T/T N X K x 100%, where T represents the actual temperature, T N Represents a preset temperature, K represents a preset opening degree, K 1 Indicating the actual opening.
Preferably, the computer program may perform the aforementioned energy saving method.
The invention has the beneficial effects that:
1. according to the invention, the IDC machine room is divided into the space regions, the power supply quantity of different regions is suitable according to local conditions, the power consumption of the adopted power supply quantity is 1.1 times, a certain power supply margin is reserved, and the normal power supply and the safety performance of the equipment are ensured.
2. The invention is provided with the matrix A, the matrix B and the matrix C, and the operator can input the operation panel in a matrix form according to the power consumption of a single device of different types and the number of the devices actually operated in each hour, and the operation panel is matched with the power consumption in each hour or the power consumption in a certain time period according to the algorithm unit, so that the power supply quantity of each device is accurately controlled.
3. The invention is provided with a single equipment controller and a single air conditioner controller, and can realize accurate power supply to the single equipment and the air conditioner through the control panel, thereby achieving the effect of energy conservation.
Drawings
FIG. 1 is a flow chart of an energy saving method of IDC;
fig. 2 is a block diagram of an energy saving system.
Detailed Description
Referring to fig. 1-2, the present invention relates to an IDC energy saving method and system, and a storage medium.
Example 1
The energy-saving system of the IDC comprises a control panel, an equipment module, an air conditioning module and an alarm module, wherein the equipment module and the air conditioning module are both in communication connection with the control panel, and a time unit and an algorithm unit are arranged in the control panel;
the algorithm unit comprises a matrix A, B and a matrix C, wherein the matrix C is the product of a matrix A and a matrix B and is expressed as C=AB, the matrix A is an m×p matrix, the matrix B is a p×m matrix, and the matrix C is an m×m matrix;
；
the matrix A is a real number set of single equipment energy consumption and a certain time stage, and specifically comprises the following steps:
；
the matrix B is a real number set of single equipment energy consumption and a certain time stage, and specifically comprises the following steps:
；
the matrix C is a real number set of the energy consumption of a single device and the number of actual running devices, and specifically comprises the following steps:
；
wherein a is m，P Representing the power consumption of a single device with sequence number m at P, b P，m The actual running number of the equipment with the sequence number m at the time of P is represented;
specifically, C 1 The device with sequence number 1 consumes the sum of energy in a time period, which is expressed as:
；
specifically, C' represents the sum of energy consumption of the devices with the serial numbers of 1-m in one time period, and is expressed as follows;
；
the equipment module comprises an equipment master controller, a single equipment controller and a temperature sensor, wherein the single equipment controller and the temperature sensor are electrically connected with the equipment master controller, the equipment master controller is in communication connection with a control panel, and the operation parameters of the air conditioner can be modified and regulated through the control panel.
The energy-saving system also comprises an air conditioning module, wherein the air conditioning module comprises an electric regulating valve, the electric regulating valve is arranged in the air conditioning cooling channel, and the electric regulating valve is in communication connection with the control panel.
The air conditioning module comprises a condenser, a compressor, a second temperature sensor and a throttling element besides the electric regulating valve; and the single air conditioner controller and the second temperature sensor are electrically connected with the air conditioner master controller.
The compressor is a power of refrigeration cycle, it is driven by motor to continuously rotate, it not only timely extracts the vapour in the evaporator and maintains low-temp. and low-pressure, but also raises the pressure and temp. of the vapour of refrigerant by means of compression action, and the condenser is a heat-exchange equipment, and its action is to utilize ambient cooling medium (air or water) to take away heat from high-temp. and high-pressure refrigeration vapour of compressor.
The refrigerant liquid at high pressure and normal temperature cannot be directly fed into the low-temperature evaporator, so that a throttling element is required to be arranged, and a capillary tube of an air conditioner is commonly used as the throttling element. The throttling element reduces the pressure of the refrigerant liquid in dependence of the saturation pressure and the saturation temperature, thereby reducing the temperature of the refrigerant liquid. The refrigerant liquid with high pressure and normal temperature is passed through a pressure reducing device to obtain low-temperature low-pressure refrigerant, and then the low-temperature low-pressure refrigerant is fed into an evaporator to absorb heat and evaporate. Refrigerators and air conditioners in daily life use capillary tubes as throttling elements.
The evaporator is also a heat exchange device. The throttled low-temperature low-pressure refrigerant liquid is evaporated (boiled) to be changed into vapor, and absorbs the heat of the cooled substances, so that the temperature of the substances is reduced, and the purposes of freezing and refrigerating food are achieved.
The time unit comprises a clock device, wherein the clock device is provided with three time phases, each time phase is eight hours and can be divided into morning, afternoon and evening, and when parameters are set, the value of P is equal to the value of one time phase, namely, the value of P is set to be 8.
In real life, the required operation power of the equipment and the air conditioner in the morning and the evening is low compared with the afternoon, and the energy-saving effect of the IDC system can be improved by setting time units and accurately controlling the operation power of the equipment and the air conditioner in different time periods in a time-sharing manner.
When the power supply amount is set, the power supply amount at a certain time stage can be set to be 1.1C', and when the power supply amount is set, at least 5% -15% margin is reserved, so that the normal operation of all IT equipment and air conditioners of the IDC system is better ensured.
Preferably, at night, 60% of normal operation state can be set for some IT equipment and air conditioner, reducing unnecessary power consumption.
The temperature sensors are uniformly arranged on two sides of a refrigerating area channel in charge of each air conditioner, the gas heat exchanger is provided with a cold side and a hot side, the cold side passes through the external wall of the IDC machine room to be communicated with the outside of the room, the hot side passes through the external wall of the IDC machine room to be communicated with the inside of the room, and the cold side and the hot side are provided with an air inlet and an air outlet.
A gas heat exchanger is a device for transferring heat from one gas fluid to another. Its working principle is based on the principles of heat conduction and convection heat transfer. The gas heat exchanger is typically composed of two fluid channels, a heat source fluid channel and a cooling fluid channel, respectively. The gas fluid in the heat source fluid channel generates heat by heating or burning, etc., and then transfers the heat to the gas fluid in the cooling fluid channel through the gas heat exchanger. The gas fluid in the cooling fluid channel reduces the temperature by absorbing heat, thereby achieving heat transfer. In a gas heat exchanger, heat transfer between a heat source fluid and a cooling fluid is achieved by means of heat transfer and convective heat transfer. Heat conduction refers to the process of heat transfer through molecular motion inside a substance, while convective heat transfer refers to the process of heat transfer through motion of a fluid. In gas heat exchangers, heat transfer between a heat source fluid and a cooling fluid is achieved primarily by convective heat transfer.
The electric regulating valve is a butterfly valve type electric regulating valve, the opening of the electric regulating valve can be regulated by a control panel, and the electric butterfly valve has the following advantages:
1. the electric butterfly valve is convenient and quick to open and close, saves labor, has small fluid resistance and can be operated frequently;
2. the electric butterfly valve has simple structure, small volume and light weight;
3. the electric butterfly valve can convey slurry, and the minimum liquid is stored in the pipeline;
4. the electric butterfly valve can realize good sealing performance under low pressure;
5. the electric butterfly valve has good regulation performance.
An energy saving method of IDC, the energy saving method of IDC is applied to the energy saving system of IDC, the energy saving method of IDC includes the following steps:
s1, dividing an IDC machine room into power supply areas, and setting equipment and air conditioner power supply parameter information according to different time phases through a control panel;
s2, automatically calculating the power supply quantity and the power consumption required by different time phases through an algorithm unit system;
s3, the total energy consumption information, the single equipment energy consumption information and the single air conditioner energy consumption information can be observed in real time through a control panel;
and S4, automatically or manually adjusting the temperature through a control panel under the detection action of a temperature sensor when the temperature of the IDC machine room exceeds a preset value.
The temperature sensor is arranged on each IT device, when the temperature of the IT device exceeds the preset value of the temperature sensor, the power supply quantity of the device can be reduced through the control panel, so that the working power of the device is reduced, the temperature sensor is uniformly arranged on two sides of a refrigerating area channel which is responsible for each air conditioner, when the temperature of an area of a machine room reaches the preset value of the temperature sensor, the air conditioning module can be started through the control panel, and the machine room of the IT data center is kept at a proper temperature through the cooling effect of the air conditioning module.
Preferably, the parameter information in S1 is input according to the formats of the matrix a and the matrix B, and the device and the air conditioner parameter data are both the optimal power supply amount, where the optimal power supply amount is obtained according to a test process or experience, and the test process is as follows:
1. starting the equipment based on the value of the minimum energy consumption of the IT equipment operation, and observing the operation state of the equipment;
2. observing the running state of the equipment or some parameter changes in the running process of the equipment, and judging whether the equipment meets the actual requirement;
3. the power of the equipment is improved by continuously increasing the power supply quantity, and when the running state of the equipment tends to be stable and meets the requirement, the corresponding optimal power supply quantity in the optimal working state of the equipment is obtained.
The optimal power supply quantity of IT equipment and an air conditioner during operation is obtained through testing, and the optimal power supply quantity can be directly input into a control panel when parameters are set backwards.
When the region division is carried out, the power consumption range of the IT equipment or the functional characteristics of the IT equipment can be divided, and the energy-saving control is carried out on the IDC data center machine room through the time and space division.
The opening formula of the electric regulating valve is: k (K) 1 =T/T N X K x 100%, where T represents the actual temperature, T N Represents a preset temperature, K represents a preset opening degree, K 1 The actual opening degree is indicated, and in actual operation, the preset opening degree may be set to 80%, that is, the flow rate of the cooling pipe is 80% of the cooling pipe.
Preferably, the IT devices are placed without leaning on a wall, every two rows of IT devices are placed face to face, the air-tight baffles are arranged above and at two ends of the cooling channels of the two rows of IT devices placed face to face, and the air-tight baffles above and at two ends of the cooling channels, the front faces of the two rows of IT devices and the floor enclose a closed space; and an air outlet is arranged on the floor and/or a baffle plate above the cooling channel, and is used for receiving cold air sent by an air conditioner and leading the cold air to the cooling channel.
Embodiments of the present invention also provide a computer readable storage medium storing a program which, when executed by a processor, enables an IDC power saving method as described above, and in some possible implementations, aspects of the present invention may also be implemented in the form of a program product comprising program code for causing a terminal device to perform the method steps of the IDC machine room power saving system described above in this specification when the program product is executed on the terminal device.
Example 2
The working principle of the IDC energy saving system can be obtained based on embodiment 1: the optimal power supply quantity data of the equipment and the air conditioner are obtained through the pre-test, the optimal power supply quantity is input through a control panel in the form of a matrix A and a matrix B respectively, a data recording module is arranged in the system, and the data can be started by one key without repeated input when the system is started next time; a is a real number set of single equipment energy consumption and a certain time period, B is the number of actually operated equipment and the real number set of the certain time period, and C is the sum of electric energy consumed by the equipment from the sequence number 1 to m in the certain time period;
；/>；
；
carrying out space region division on all IT equipment in an IDC data center machine room according to the energy consumption or the function of the IT equipment, carrying out reference numerals aiming at equipment with the same function or the energy consumption basically in the same range, carrying out time phase division on the basis of the space region division from 1 to m, wherein the time phase division is mainly divided into three time phases of morning, afternoon and evening;
each IT device is provided with a temperature sensor, both sides of a refrigerating area channel which is responsible for each air conditioner are provided with temperature sensors and gas heat exchangers, the temperature of the IT device and the temperature of the area channel are monitored in real time, and the power supply quantity of the device and the opening of an air conditioner electric valve can be adjusted through a control panel for signals fed back by a device master controller to carry out temperature adjustment;
the temperature sensor is provided with an alarm temperature, and when the temperature is greater than a preset value, the equipment master controller sends an alarm signal to the control panel, and a worker timely adjusts the temperature through the control panel.
The above embodiments are merely illustrative of the preferred embodiments of the present invention and are not intended to limit the scope of the present invention, and various modifications and improvements made by those skilled in the art to the technical solution of the present invention should fall within the scope of protection defined by the claims of the present invention without departing from the spirit of the design of the present invention.
Claims (9)
1. The energy-saving system of the IDC is characterized by comprising a control panel, an equipment module and an air conditioning module, wherein a time unit and an algorithm unit are arranged in the control panel;
the algorithm unit includes matrices A, B and C, matrix C being the product of matrices a and B, denoted c=ab,
wherein, matrix A is m×p matrix, matrix B is p×m matrix, and matrix C is m×n matrix;
wherein the ith row and jth column elements in matrix C are represented as:
；
the matrix A is a real number set of single equipment energy consumption and a certain time stage, and specifically comprises the following steps:
；
the matrix B is a real number set of the number of actual running devices and a certain time period, and specifically comprises the following steps:
；
the matrix C is a real number set of the energy consumption of a single device and the number of actual running devices, and specifically comprises the following steps:
；
wherein a is m，P Representing the power consumption of a single device with sequence number m at P, b P，m The actual running number of the equipment with the sequence number m at the time of P is represented;
specifically, C 1 The device with sequence number 1 consumes the sum of energy in a time period, which is expressed as:
；
specifically, C' represents the sum of energy consumption of the devices with the serial numbers of 1-m in one time period, and is expressed as follows;
；
the equipment module comprises an equipment master controller, a single equipment controller and a temperature sensor, wherein the single equipment controller and the temperature sensor are electrically connected with the equipment master controller, and the equipment master controller is in communication connection with a control panel.
2. The IDC energy saving system of claim 1, further comprising an air conditioning module including an electrically operated regulator valve disposed within the air conditioning cooling channel, the electrically operated regulator valve in communication with the control panel.
3. An energy saving system of IDC according to claim 1, characterized in that the time unit comprises a clock means provided with three time phases.
4. An IDC energy saving system according to claim 3, characterized in that the power supply for the time period is 1.1C'.
5. The energy-saving system of IDC according to claim 1, wherein the temperature sensors are uniformly arranged at two sides of a cooling area channel in charge of each air conditioner, the two sides of the cooling area channel are provided with gas heat exchangers, the gas heat exchangers are provided with a cold side and a hot side, the cold side passes through an external wall of the IDC machine room to be communicated with the outside, the hot side passes through the external wall of the IDC machine room to be communicated with the inside, and the cold side and the hot side are provided with an air inlet and an air outlet.
6. A method for energy saving of an IDC, characterized in that the method for energy saving of an IDC is applied to an energy saving system of an IDC according to any one of claims 1 to 5, the method for energy saving of an IDC comprising the steps of:
s1, dividing an IDC machine room into power supply areas, and setting equipment and air conditioner power supply parameter information according to different time phases through a control panel;
s2, automatically calculating the power supply quantity and the power consumption required by different time phases through an algorithm unit system;
s3, the total energy consumption information, the single equipment energy consumption information and the single air conditioner energy consumption information can be observed in real time through a control panel;
and S4, through the detection function of the temperature sensor, when the temperature of the IDC machine room exceeds a preset value, the temperature can be automatically or manually adjusted through the control panel.
7. The IDC energy saving method according to claim 6, wherein the parameter information in S1 is input in the form of a matrix a and a matrix B, and the equipment and air conditioning parameter data are the optimal power supply amounts.
8. The energy saving method of IDC according to claim 6, wherein the opening formula of the electric adjusting valve is: k (K) 1 =T/T N X K x 100%, where T represents the actual temperature, T N Represents a preset temperature, K represents a preset opening degree, K 1 Indicating the actual opening.
9. A computer readable storage medium provided with a computer program, characterized in that the computer program is executable for the energy saving method according to any one of claims 6-8.
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| CN202372841U (en) * | 2011-12-08 | 2012-08-08 | 上海电信工程有限公司 | Internet data center (IDC) machine room monitoring system |
| US20150048528A1 (en) * | 2013-08-19 | 2015-02-19 | Sean Anderson Barton | Fill material for direct-contact heat/mass exchangers |
| US20150277410A1 (en) * | 2014-03-25 | 2015-10-01 | Arizona Board Of Regents On Behalf Of Arizona State University | Power delivery system management |
| CN113743647A (en) * | 2021-07-29 | 2021-12-03 | 上海幸颐智能科技有限公司 | Data center energy consumption control system |
| CN113853096A (en) * | 2021-08-20 | 2021-12-28 | 广州云硕科技发展有限公司 | Internet of things linkage-based IDC machine room temperature regulation and control method and system |
| CN116562111A (en) * | 2022-01-27 | 2023-08-08 | 中国移动通信有限公司研究院 | Data center energy saving method, device, system and storage medium |
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Patent Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN202372841U (en) * | 2011-12-08 | 2012-08-08 | 上海电信工程有限公司 | Internet data center (IDC) machine room monitoring system |
| US20150048528A1 (en) * | 2013-08-19 | 2015-02-19 | Sean Anderson Barton | Fill material for direct-contact heat/mass exchangers |
| US20150277410A1 (en) * | 2014-03-25 | 2015-10-01 | Arizona Board Of Regents On Behalf Of Arizona State University | Power delivery system management |
| CN113743647A (en) * | 2021-07-29 | 2021-12-03 | 上海幸颐智能科技有限公司 | Data center energy consumption control system |
| CN113853096A (en) * | 2021-08-20 | 2021-12-28 | 广州云硕科技发展有限公司 | Internet of things linkage-based IDC machine room temperature regulation and control method and system |
| CN116562111A (en) * | 2022-01-27 | 2023-08-08 | 中国移动通信有限公司研究院 | Data center energy saving method, device, system and storage medium |
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