WO2013090907A1 - Dynamic linear control methods and apparatus for variable speed pump control - Google Patents

Dynamic linear control methods and apparatus for variable speed pump control Download PDF

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Publication number
WO2013090907A1
WO2013090907A1 PCT/US2012/070138 US2012070138W WO2013090907A1 WO 2013090907 A1 WO2013090907 A1 WO 2013090907A1 US 2012070138 W US2012070138 W US 2012070138W WO 2013090907 A1 WO2013090907 A1 WO 2013090907A1
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WO
WIPO (PCT)
Prior art keywords
set point
control
flow rate
partly
adaptive
Prior art date
Application number
PCT/US2012/070138
Other languages
English (en)
French (fr)
Inventor
Andrew A. CHENG
James J. GU
Graham A. Scott
Original Assignee
Fluid Handling Llc
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 Fluid Handling Llc filed Critical Fluid Handling Llc
Priority to CA2856447A priority Critical patent/CA2856447C/en
Priority to RU2014121778A priority patent/RU2611071C2/ru
Priority to IN4206CHN2014 priority patent/IN2014CN04206A/en
Priority to CN201280061743.9A priority patent/CN104024965B/zh
Priority to EP12857590.9A priority patent/EP2791750B1/en
Publication of WO2013090907A1 publication Critical patent/WO2013090907A1/en

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Classifications

    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F04POSITIVE - DISPLACEMENT MACHINES FOR LIQUIDS; PUMPS FOR LIQUIDS OR ELASTIC FLUIDS
    • F04DNON-POSITIVE-DISPLACEMENT PUMPS
    • F04D15/00Control, e.g. regulation, of pumps, pumping installations or systems
    • F04D15/0066Control, e.g. regulation, of pumps, pumping installations or systems by changing the speed, e.g. of the driving engine
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05DSYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
    • G05D7/00Control of flow
    • G05D7/06Control of flow characterised by the use of electric means
    • G05D7/0617Control of flow characterised by the use of electric means specially adapted for fluid materials
    • YGENERAL 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
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02BCLIMATE CHANGE MITIGATION TECHNOLOGIES RELATED TO BUILDINGS, e.g. HOUSING, HOUSE APPLIANCES OR RELATED END-USER APPLICATIONS
    • Y02B30/00Energy efficient heating, ventilation or air conditioning [HVAC]
    • Y02B30/70Efficient control or regulation technologies, e.g. for control of refrigerant flow, motor or heating

Definitions

  • the present invention relates to a technique for controlling the operation of a pump; and more particularly, the present invention relates to a method and apparatus for controlling the speed of a pump, e.g., for domestic and commercial heating or cooling water systems.
  • Figure 1 (a) shows a secondary variable speed pump control hydronic heating and cooling system that is known in the art
  • Figure 1 (b) shows a water booster pumping system that is also known in the art.
  • hydronic pump control applications including pump controls for domestic and commercial heating and cooling water pumping or circulating systems, water booster pumping systems, and so forth, like those shown in Figures 1 (a) and (b) with their characteristics that may be dynamic and unknown in nature.
  • FIG. 1 (c) shows a graph having various functions plotted using known system curve equations, e.g., including a pump curve, an instant system curve, a constant control curve, an equivalent system curve (as designed), an adaptive control curve and a distribution loss curve.
  • a pressure set point, P * , with respect to a flow rate requested, Q * can be calculated and/or determined from the equation of (Q' ⁇ t)lc ⁇ t)f + b , where the adaptive control curve, v ( , may be obtained from the flow equation together with a moving average filter.
  • the adaptive control curve to obtain the pressure set point is much closer to the equivalent system curve which represents the minimum pressure needed to maintain the flow rate requested, consistent with that shown in Figure 1 (c). Because of this, pumping system operation energy may be saved using this adaptive approach.
  • the present invention provides an improvement on the adaptive control scheme set forth in the aforementioned U.S. patent application serial no. 12/982,286.
  • the present invention may take the form of apparatus, such as a pump controller, featuring a signal processor configured at least to: receive signaling containing information about a linear set point control curve based at least partly on an adaptive set point control curve related to fluid being pumped by a pump in a pumping system, and
  • the signal processor may be configured to provide a control signal containing information to control the pump based at least partly on the control set point determined.
  • the linear set point control curve is derived from the adaptive set point control curve with respect to system flow and pressure, including being derived by the signal processor.
  • the signal processor may be configured to determine the linear set point control curve based at least partly on the following equation:
  • b 0 is a pressure threshold
  • Q* is a flow rate at zone i and n is the total number of zones.
  • the signal processor may be configured to determine the system flow rate if zone temperature control parameters are used, based at least partly on the following equation:
  • T * is a temperature set point for zone i
  • ft.max is a maximum flow rate to obtain a maximum temperature
  • T i rmx is designated for a zone i
  • T outdoor is tne outdoor temperature, and a is a compensate coefficient.
  • the signal processor may be configured to determine a requested flow rate £> * (t) based at least partly on the following equation : , where r - b 0 / P 0 ,
  • Cv (t) MA ⁇ Q ⁇ t)l jP ⁇ t ) is the adaptive set point control curve
  • P 0 is a constant pressure set point.
  • the signal processor is configured to determine a pressure set point from the adaptive control curve directly based at least partly on the following equation:
  • the signal processor may be configured to determine the control set point based at least partly on the requested flow rate Q * and derived from the adaptive set point control curve.
  • the apparatus may further include, at least one memory including computer program code; and the at least one memory and computer program code are configured to, with at least one processor, cause the apparatus at least to:
  • control set point determines the control set point based at least partly on the signaling received.
  • the apparatus may include, or take the form of, a pump control or controller, including a PID control, having the one signal processor.
  • the present invention may takes the form of a method including steps for receiving in the signal processor signaling containing information about the linear set point control curve based at least partly on the adaptive set point control curve related to fluid being pumped by the pump in the pumping system, and determining in the signal processor the control set point based at least partly on the signaling received.
  • the present invention may also, e. g., take the form of a computer program product having a computer readable medium with a computer executable code embedded therein for implementing the method, e.g., when run on a signaling processing device that forms part of such a pump controller.
  • the computer program product may, e. g., take the form of a CD, a floppy disk, a memory stick, a memory card, as well as other types or kind of memory devices that may store such a computer executable code on such a computer readable medium either now known or later developed in the future.
  • One advantage of the present invention is that it can contribute to the overall reduction of energy consumption and operation costs, including, e.g., the secondary variable speed pump control hydronic heating and cooling system shown in Figure 1 (a) and the water booster pumping system shown in Figure 1 (b).
  • GPM graph of flow
  • FIG. 2 is a block diagram of apparatus according to some embodiments of the present invention.
  • Figure 3 is a graph of is a graph of system pressure in relation to flow (GPM) for implementing an adaptive control technique based on a linear set point curve derived from adaptive and constant control curves, according to some embodiments of the present invention.
  • GPM system pressure in relation to flow
  • Figure 4 is a graph of is a graph of system pressure in relation to flow (GPM) for implementing a linear adaptive control technique based on determining a request flow Q * , according to some embodiments of the present invention.
  • Figure 2 shows the present invention in the form of apparatus 10, such as a pump controller, featuring a signal processor 12 configured at least to receive signaling containing information about a linear set point control curve based at least partly on an adaptive set point control curve related to fluid being pumped by a pump in a pumping system, and determine a control set point based at least partly on the signaling received.
  • the signal processor 12 may also be configured to provide a control signal containing information to control the pump based at least partly on the control set point determined.
  • the apparatus 10 may include, or take the form of, a pump control or controller, including a PID control, having the signal processor 12.
  • Figure 3 shows a graph having various functions plotted using known system curve equations, e.g., including a pump curve, a constant control curve, a dynamic linear control curve, an equivalent system curve, an adaptive control curve and a distribution loss curve.
  • the control set point is obtained from, and based at least partly on, a linear set point curve derived from the adaptive and constant control curve.
  • the dynamic linear control curve may be derived from the adaptive control curve with respect to system flow and pressure, consistent with that shown in Figure 3.
  • the pressure set point P * may be obtained easily.
  • it makes an adaptive pump control means achievable for a system configuration without a need to have all zone flow rate signals available specially.
  • the set point curve with respect to a flow rate requested at any time t can be written as where P 0 is the constant pressure set point, is the maximum system flow rate, £?max is the maximum adaptive flow rate, b 0 is a pressure threshold, and
  • Cv (r) is the adaptive control curve, consistent with that set forth in the aforementioned U.S. patent application serial no. 12/982,286 . can be obtained directly through a moving average filter or through a moving peak detector, preferably upon the instant system characteristics.
  • the adaptive technique herein can be used to trace any varying or unknown system characteristics and to set up the control set point accordingly when the flow rate of Q' ( ⁇ ) is known.
  • the system flow rate can be expressed as the summation of each individual zone flow rate approximately as where g, (t) is the flow rate at zone i and n is the total number of zones.
  • T * is the temperature set point for zone i
  • Q I MAX is the maximum flow rate to obtain the maximum temperature T J MAX designated for zone i
  • T OUTDOOR is outdoor temperature
  • a is a compensate coefficient.
  • T * may be the water temperature set point leaving water heating or cooling exchanger coils or the temperature set point on the thermostat for circulator or control valve signals, respectively.
  • control curves and means for hydronic pumping systems set forth herein may include using such a dynamic linear set point curve in Fig. 3 and its corresponding expression in Eq. (1 ) with respect to system flow and pressure respectively.
  • the system flow rate at any time t can be expressed in forms of the summation of zone flow rates, Eq. (2), or zone temperatures, Eq. (3), which are requested and known.
  • Figure 4
  • Figure 4 shows a graph having various functions plotted using known system curve equations, e.g., including a pump curve, a constant control curve, a linear adaptive control curve, an instant system curve, an equivalent system curve, an adaptive control curve and a distribution loss curve.
  • the requested flow rate, Q' is calculated or determined specially.
  • the zone flow rate signals or zone temperature signals in Eqs. (2) and (3) are not always available or are too expensive to be obtained.
  • an alternative version of the linear adaptive control means is set forth consistent with that shown in Figure 4 schematically.
  • the system flow rate requested, Q' may be calculated and/or determined from the intersection of the instant system curve and the linear adaptive curve, while the pressure set point can then be obtained from the adaptive control curve based on the requested flow rate g * accordingly.
  • the adaptive control curve may be obtained from a moving average filter or a moving peak detector upon the flow informative equation.
  • Q ⁇ or C v (t) may be obtained by using a moving peak detector. Equation (5) together with (4) may be used to set up the control pressure set point in any hydronic system with zones flow rates regulated by control valves primarily, since the system characteristics is utilized to obtain the flow rate requested.
  • both the instant system pressure and flow rate may need to be known.
  • the system flow rate may not be always available.
  • one of those motor operation parameters such as speed, torque, power or current ratings, may be utilized to calculate the flow rate with a linear approximation alternatively.
  • a sensorless inverter which yields the system flow rate and pressure from motor speed and power based on pump and system calibration data may be used as well.
  • the certain amount of sensors monitoring and signaling, transmitting and wiring technologies may need to be provided.
  • the wireless sensor signals transmission technologies or sensorless pump control technologies may provide some optimal and better solutions.
  • control curves and means for hydronic pumping systems mentioned herein may include such using dynamic linear set point curves in Fig. 4 and its corresponding expressions in Eqs. (4) and (5) respectively.
  • the system flow rate requested may be calculated and/or determined by using Eqs.-(4) and (5), when the zone flow rate or zone temperature signals are not available.
  • one of the motor operation parameters including speed, torque, power or current ratings may be utilized to calculate the flow rate with a linear approximation alternatively.
  • a sensorless inverter which yields the system flow rate and pressure from motor speed and power based on pump and system calibration data may be used as well.
  • the linear adaptive control means according to the present invention, the pump operations energy can be saved significantly.
  • the methods are simple, feasible, and can be integrated easily into any pump control hydronic system including close loop heating and cooling control systems as well as open loop water booster pumping systems.
  • the functionality of the apparatus 10 may be implemented using hardware, software, firmware, or a combination thereof.
  • the apparatus 10 would include one or more microprocessor-based architectures having, e. g., at least one signal processor or microprocessor like element 12.
  • a person skilled in the art would be able to program such a
  • microcontroller or microprocessor-based implementation to perform the
  • processors 12 are not intended to be limited to any particular implementation using technology either now known or later developed in the future.
  • the scope of the invention is intended to include implementing the functionality of the processors 12 as stand-alone processor or processor module, as separate processor or processor modules, as well as some combination thereof.
  • the apparatus may also include other signal processor circuits or components 14, e.g. including random access memory (RAM) and/or read only memory (ROM) like element 14, input/output devices and control, and data and address buses connecting the same, and/or at least one input processor and at least one output processor .
  • RAM random access memory
  • ROM read only memory
  • control means for heating or cooling water systems as well as pressure booster systems may include the dynamic linear set point curves and means. With the new approaches, the control curve is much closer to the system curve and the operation energy cost on pump control may be reduced significantly.
  • the hydronic systems mentioned herein may include primary pumping systems, secondary pumping systems, water circulating systems, and pressure booster systems.
  • the systems mentioned herein may also consist of a single zone or multiple zones.
  • the systems mentioned above may incliide manual or automatic control valves, manual or automatic control circulators, or their combinations.
  • the input processing control signals for pumps control may include system pressure or differential pressure, zone pressures or differential pressures, system flow rate or zone flow rates.
  • the other input process signals may also include power, torque, motor speed, and so forth.
  • control signals generating and monitoring, transmitting and wiring technologies may include all conventional sensing and transmitting means that are used currently.
  • sensorless pump control technologies as well as wireless sensor signals transmission technologies may provide optimal and favorable solutions.
  • the pumps mentioned here for hydronic pumping systems may include a single pump, a group of parallel ganged pumps, a group of serial ganged pumps, or their combinations.
  • the pumps staging/destaging as well as alternating means may include all conventional means that are used currently.
  • an adaptive control curve SAMA, can be obtained from instant pressure and flow rate signals through an adaptive moving average filter based at least partly on a system flow equation in a self-calibrating manner as follows: where the function AMAF is an adaptive moving average filter function, and the parameters Q and ⁇ are instant system flow rate and differential pressure respectively.
  • the function AMAF is a 2D adaptive moving average filter with respect to an instant system flow rate percentage x and time t, respectively.

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  • Engineering & Computer Science (AREA)
  • Mechanical Engineering (AREA)
  • General Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Automation & Control Theory (AREA)
  • Control Of Non-Positive-Displacement Pumps (AREA)
  • Feedback Control In General (AREA)
  • Flow Control (AREA)
PCT/US2012/070138 2011-12-16 2012-12-17 Dynamic linear control methods and apparatus for variable speed pump control WO2013090907A1 (en)

Priority Applications (5)

Application Number Priority Date Filing Date Title
CA2856447A CA2856447C (en) 2011-12-16 2012-12-17 Dynamic linear control methods and apparatus for variable speed pump control
RU2014121778A RU2611071C2 (ru) 2011-12-16 2012-12-17 Способ динамического линейного управления и устройство для управления насосом с переменной скоростью
IN4206CHN2014 IN2014CN04206A (GUID-C5D7CC26-194C-43D0-91A1-9AE8C70A9BFF.html) 2011-12-16 2012-12-17
CN201280061743.9A CN104024965B (zh) 2011-12-16 2012-12-17 用于可变速度泵控制的动态线性控制方法和装置
EP12857590.9A EP2791750B1 (en) 2011-12-16 2012-12-17 Dynamic linear control methods and apparatus for variable speed pump control

Applications Claiming Priority (2)

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US201161576737P 2011-12-16 2011-12-16
US61/576,737 2011-12-16

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CA (1) CA2856447C (GUID-C5D7CC26-194C-43D0-91A1-9AE8C70A9BFF.html)
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Cited By (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2015080757A1 (en) 2013-03-01 2015-06-04 Fluid Handling Llc 3d sensorless conversion method and apparatus for pump differential pressure and flow
CN105765476A (zh) * 2013-11-27 2016-07-13 流体处理有限责任公司 用于泵差动压力和流量的3d无传感器转换方法和设备
EP3129756A4 (en) * 2014-04-08 2017-11-22 Fluid Handling LLC. Best-fit affinity sensorless conversion means or technique for pump differential pressure and flow monitoring
US9897084B2 (en) 2013-07-25 2018-02-20 Fluid Handling Llc Sensorless adaptive pump control with self-calibration apparatus for hydronic pumping system
US9938970B2 (en) 2011-12-16 2018-04-10 Fluid Handling Llc Best-fit affinity sensorless conversion means or technique for pump differential pressure and flow monitoring
RU2674293C2 (ru) * 2014-01-07 2018-12-06 Флюид Хэндлинг ЭлЭлСи Устройство с множеством насосов изменяемой скорости для обеспечения экономии энергии посредством расчета и компенсации потерь на трение, используя показатель скорости

Families Citing this family (25)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11022985B2 (en) 2011-12-16 2021-06-01 Fluid Handling Llc Discrete valve flow rate converter
US9846416B2 (en) * 2011-12-16 2017-12-19 Fluid Handling Llc System and flow adaptive sensorless pumping control apparatus for energy saving pumping applications
TW201543191A (zh) 2014-05-01 2015-11-16 Graco Minnesota Inc 高暫態系統的流量控制校準之方法
CN106170346B (zh) 2014-05-01 2019-04-19 固瑞克明尼苏达有限公司 封闭的系统中的流体压力控制方法
EP3234723B1 (en) * 2014-12-15 2022-03-23 Fluid Handling LLC. A discrete valve flow rate converter
RU2702827C2 (ru) 2015-02-13 2019-10-11 Флюид Хэндлинг ЭлЭлСи Устройство и способ для управления насосом
RU2724390C2 (ru) 2015-06-04 2020-06-23 Флюид Хэндлинг ЭлЭлСи Прямой численный аффинный бессенсорный преобразователь для насосов
EP3326042A4 (en) 2015-07-24 2019-03-20 Fluid Handling LLC. HIGH DEVELOPED GRAPHIC SENSORLESS ENERGY SAVING REAL-TIME PUMP CONTROL SYSTEM
CN105045303B (zh) * 2015-07-28 2017-11-14 新疆大全新能源有限公司 一种多晶硅生产过程中反应原料流量的控制方法
RU2753259C2 (ru) * 2016-05-31 2021-08-12 Флюид Хэндлинг ЭлЭлСи Методика для инструментальных средств настройки управления насосом для насосных систем с переменной скоростью
RU2750106C2 (ru) 2016-06-07 2021-06-22 Флюид Хэндлинг ЭлЭлСи Прямой численный трехмерный бессенсорный преобразователь для подачи и давления насоса
BR112018013003B1 (pt) 2016-06-14 2023-05-09 S.A. Armstrong Limited Unidade de bomba de circuito aberto auto-regulável
US11339777B2 (en) * 2016-09-12 2022-05-24 Fluid Handling Llc Automatic self-driving pumps
US20180087496A1 (en) 2016-09-12 2018-03-29 Flow Control LLC Automatic self-driving pumps
US10933713B2 (en) * 2016-12-27 2021-03-02 Cnh Industrial America Llc Airflow control system of a work vehicle
DE102017203926A1 (de) * 2017-03-09 2018-09-13 KSB SE & Co. KGaA Verfahren zum Betrieb einer Umwälzpumpe in Zwillingsbauweise
CA3057529C (en) * 2017-03-21 2021-06-22 Fluid Handling Llc Adaptive water level controls for water empty or fill applications
US9897259B1 (en) 2017-04-18 2018-02-20 Air Products And Chemicals, Inc. Control system in a gas pipeline network to satisfy pressure constraints
US9915399B1 (en) 2017-04-18 2018-03-13 Air Products And Chemicals, Inc. Control system in a gas pipeline network to satisfy demand constraints
US9897260B1 (en) 2017-04-18 2018-02-20 Air Products And Chemicals, Inc. Control system in an industrial gas pipeline network to satisfy energy consumption constraints at production plants
US10415760B2 (en) 2017-04-18 2019-09-17 Air Products And Chemicals, Inc. Control system in an industrial gas pipeline network to satisfy energy consumption constraints at production plants
US9890908B1 (en) * 2017-04-18 2018-02-13 Air Products And Chemicals, Inc. Control system in a gas pipeline network to increase capacity factor
WO2020033682A1 (en) 2018-08-08 2020-02-13 Fluid Handling Llc Variable speed pumping control system with active temperature and vibration monitoring and control means
CN115790233A (zh) 2018-10-05 2023-03-14 塞阿姆斯特朗有限公司 传热系统的前馈流量控制
DE102019212325A1 (de) * 2019-08-17 2021-02-18 Ziehl-Abegg Se Verfahren zur quantitativen Bestimmung einer aktuellen betriebszustandsabhängigen Größe eines Ventilators, insbesondere einer Druckänderung oder Druckerhöhung, und Ventilator

Citations (11)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5911238A (en) * 1996-10-04 1999-06-15 Emerson Electric Co. Thermal mass flowmeter and mass flow controller, flowmetering system and method
US6234759B1 (en) * 1998-07-16 2001-05-22 Ewald Hennel Method for regulating a fluid pressure
EP1323986A1 (de) 2001-12-24 2003-07-02 Grundfos A/S Verfahren zum Steuern einer drehregelbaren Heizungsumwälzpumpe
US6663349B1 (en) * 2001-03-02 2003-12-16 Reliance Electric Technologies, Llc System and method for controlling pump cavitation and blockage
US7267086B2 (en) * 2005-02-23 2007-09-11 Emp Advanced Development, Llc Thermal management system and method for a heat producing system
DE102007022348A1 (de) 2007-05-12 2008-11-13 Ksb Aktiengesellschaft Einrichtung und Verfahren zur Störungsüberwachung
US20100028171A1 (en) * 2006-09-26 2010-02-04 Shulver David R Control System and Method For Pump Output Pressure Control
US20100140934A1 (en) * 2008-12-09 2010-06-10 General Electric Plant Method and system of controlling a hydroelectric plant
US20110022236A1 (en) * 2009-07-23 2011-01-27 Robert Higgins Demand flow pumping
US20110081255A1 (en) 2009-10-01 2011-04-07 Steger Perry C Controlling Pumps for Improved Energy Efficiency
WO2012092055A1 (en) 2010-12-30 2012-07-05 Xylem Ip Holdings Llc Method and apparatus for pump control using varying equivalent system characteristic curve, aka an adaptive control curve

Family Cites Families (88)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPS5696189A (en) 1979-12-28 1981-08-04 Ebara Corp Pump equipment
US4490094A (en) 1982-06-15 1984-12-25 Gibbs Sam G Method for monitoring an oil well pumping unit
DE3586500T2 (de) 1984-11-15 1993-01-28 Baxter Int Anpassungsfaehiges kontrollsystem und -methode fuer die stroemung von filterkonzentrat.
JPS61149583A (ja) 1984-12-21 1986-07-08 Hitachi Ltd 可変速のポンプ水車またはポンプの起動方法
US4897798A (en) 1986-12-08 1990-01-30 American Telephone And Telegraph Company Adaptive environment control system
US5069792A (en) 1990-07-10 1991-12-03 Baxter International Inc. Adaptive filter flow control system and method
KR100208142B1 (ko) * 1990-09-26 1999-07-15 가나이 쓰도무 반도체 메모리
US5318409A (en) 1993-03-23 1994-06-07 Westinghouse Electric Corp. Rod pump flow rate determination from motor power
US5651264A (en) 1993-06-29 1997-07-29 Siemens Electric Limited Flexible process controller
JPH0777192A (ja) 1993-09-10 1995-03-20 Nikkiso Co Ltd スラストバランス機構を備えた遠心ポンプの性能予測方法
DE19504232A1 (de) 1995-02-09 1996-08-22 Grundfos As Verfahren zur Leistungsbegrenzung von elektrisch angetriebenen Heizungsumwälzpumpen
US5555749A (en) 1995-04-28 1996-09-17 Air Products And Chemicals, Inc. Use of centrifugal compressors in adsorptive systems
AUPN547895A0 (en) 1995-09-15 1995-10-12 Rescare Limited Flow estimation and compenstion of flow-induced pressure swings cpap treatment
US5817950A (en) 1996-01-04 1998-10-06 Rosemount Inc. Flow measurement compensation technique for use with an averaging pitot tube type primary element
US7032689B2 (en) 1996-03-25 2006-04-25 Halliburton Energy Services, Inc. Method and system for predicting performance of a drilling system of a given formation
JP3922760B2 (ja) 1997-04-25 2007-05-30 株式会社荏原製作所 流体機械
US5991525A (en) 1997-08-22 1999-11-23 Voyan Technology Method for real-time nonlinear system state estimation and control
US6293901B1 (en) * 1997-11-26 2001-09-25 Vascor, Inc. Magnetically suspended fluid pump and control system
US6280394B1 (en) 1998-03-18 2001-08-28 Sean R. Maloney Apparatus and methods for detecting and processing EMG signals
US5997778A (en) 1998-04-23 1999-12-07 Van Dorn Demag Corporation Auto-tuned, adaptive process controlled, injection molding machine
KR100681981B1 (ko) 1998-07-14 2007-02-15 델타 디자인, 인코포레이티드 전자소자들에 대해 액체기반, 광역, 고속응답하는 온도순환 제어를 하는 장치, 방법 및 시스템
US6455316B1 (en) * 1998-08-13 2002-09-24 Symyx Technologies, Inc. Parallel reactor with internal sensing and method of using same
US6787112B1 (en) * 1998-08-13 2004-09-07 Symyx Technologies, Inc. Parallel reactor with internal sensing and method of using same
US6142228A (en) 1998-09-09 2000-11-07 Baker Hughes Incorporated Downhole motor speed measurement method
US6145228A (en) 1998-11-09 2000-11-14 Lachance; James L. Apparatus for simulating falling snowflakes
US6324490B1 (en) 1999-01-25 2001-11-27 J&L Fiber Services, Inc. Monitoring system and method for a fiber processing apparatus
US6114670A (en) 1999-07-01 2000-09-05 Voyan Technology Nonlinear feedforward control for ramp following and overshoot minimization
EP1085636A3 (en) 1999-09-13 2002-12-18 Hitachi, Ltd. Energy saving service offering method and apparatus therefor
US6241485B1 (en) 1999-12-29 2001-06-05 John W. Warwick Wastewater flow control system
WO2001092974A2 (en) * 2000-05-27 2001-12-06 Georgia Tech Research Corporation Adaptive control system having direct output feedback and related apparatuses and methods
TW516359B (en) 2000-11-06 2003-01-01 Delta Electronics Inc Measuring method for flow characteristics curve of cooling system
US7143016B1 (en) * 2001-03-02 2006-11-28 Rockwell Automation Technologies, Inc. System and method for dynamic multi-objective optimization of pumping system operation and diagnostics
US6850849B1 (en) 2001-06-20 2005-02-01 Curtis Roys Fluid flow monitor and control system
EP1286458A1 (de) 2001-08-22 2003-02-26 Pumpenfabrik Ernst Vogel Gesellschaft m.b.H. Verfahren und Vorrichtung zur Regelung von Kreiselarbeitsmaschinen
EP1286240B1 (de) 2001-08-22 2004-08-11 Pumpenfabrik Ernst Vogel Gesellschaft m.b.H. Verfahren zur Ermittlung einer Pumpen-Regelkennlinie
US6536271B1 (en) * 2001-09-13 2003-03-25 Flowserve Management Company Pump with integral flow monitoring
JP3917835B2 (ja) 2001-09-28 2007-05-23 横河電機株式会社 加圧送水ポンプシステム
US7552033B1 (en) 2001-12-20 2009-06-23 The Texas A&M University System System and method for diagnostically evaluating energy consumption systems and components of a facility
US7396327B2 (en) 2002-01-07 2008-07-08 Micromed Technology, Inc. Blood pump system and method of operation
US6725167B2 (en) 2002-01-16 2004-04-20 Fisher Controls International Llc Flow measurement module and method
JP4004296B2 (ja) 2002-01-28 2007-11-07 テルモ株式会社 遠心式液体ポンプ装置
US20050125104A1 (en) 2003-12-05 2005-06-09 Wilson Thomas L. Electrical power distribution control systems and processes
AU2003233568A1 (en) 2002-05-20 2003-12-12 Central Sprinkler Corporation System and method for evaluation of fluid flow in a piping system
US6739840B2 (en) 2002-05-22 2004-05-25 Applied Materials Inc Speed control of variable speed pump
JP2004112113A (ja) 2002-09-13 2004-04-08 Matsushita Electric Ind Co Ltd リアルタイム通信の適応制御方法、受信報告パケットの連続消失に対する対策方法、受信報告パケットの送出間隔の動的決定装置、リアルタイム通信の適応制御装置、データ受信装置およびデータ配信装置
US7668694B2 (en) 2002-11-26 2010-02-23 Unico, Inc. Determination and control of wellbore fluid level, output flow, and desired pump operating speed, using a control system for a centrifugal pump disposed within the wellbore
US7168924B2 (en) 2002-09-27 2007-01-30 Unico, Inc. Rod pump control system including parameter estimator
US6890156B2 (en) * 2002-11-01 2005-05-10 Polyphase Engineered Controls Reciprocating pump control system
EA027469B1 (ru) 2002-12-09 2017-07-31 Хадсон Текнолоджиз, Инк. Способ и устройство для оптимизации холодильных систем
US7036559B2 (en) * 2003-07-08 2006-05-02 Daniel Stanimirovic Fully articulated and comprehensive air and fluid distribution, metering, and control method and apparatus for primary movers, heat exchangers, and terminal flow devices
US7163380B2 (en) 2003-07-29 2007-01-16 Tokyo Electron Limited Control of fluid flow in the processing of an object with a fluid
US8540493B2 (en) 2003-12-08 2013-09-24 Sta-Rite Industries, Llc Pump control system and method
US7455099B2 (en) 2003-12-19 2008-11-25 General Electric Company Heat exchanger performance monitoring and analysis method and system
FI116253B (fi) 2003-12-22 2005-10-14 Abb Oy Sähkökäytön energiakulutus
DE102004009616A1 (de) 2004-02-27 2005-09-22 Siemens Ag Verfahren und Vorrichtung zur Steuerung des Volumenstroms in einem Kraftstoff-Einspritzsystem einer Brennkraftmaschine
US7630580B1 (en) 2004-05-04 2009-12-08 AgentSheets, Inc. Diffusion-based interactive extrusion of 2D images into 3D models
US7591777B2 (en) 2004-05-25 2009-09-22 Heartware Inc. Sensorless flow estimation for implanted ventricle assist device
WO2006002533A1 (en) 2004-07-02 2006-01-12 University Of Alberta Detection and quantification of stiction
US7845913B2 (en) 2004-08-26 2010-12-07 Pentair Water Pool And Spa, Inc. Flow control
US7600985B2 (en) 2004-10-28 2009-10-13 Ingersoll-Rand Company Pump assembly, suppression apparatus for use with a pump, and method of controlling a pump assembly
US7130721B2 (en) 2004-10-29 2006-10-31 Caterpillar Inc Electrohydraulic control system
US8353289B2 (en) 2004-11-04 2013-01-15 Resmed Limited Using motor speed in a PAP device to estimate flow
DE102005023430A1 (de) 2005-03-15 2006-09-21 Fresenius Medical Care Deutschland Gmbh Verfahren und Vorrichtung zur Bestimmung der effektiven Förderrate oder Einstellung der Drehzahl einer peristaltischen Pumpe
US7336168B2 (en) 2005-06-06 2008-02-26 Lawrence Kates System and method for variable threshold sensor
US20070028632A1 (en) 2005-08-03 2007-02-08 Mingsheng Liu Chiller control system and method
TW200728693A (en) 2005-08-12 2007-08-01 Celerity Inc Flow measurement and control with bubble detection
AU2006327196B2 (en) 2005-11-18 2011-05-12 Exxonmobil Upstream Research Company Method of drilling and producing hydrocarbons from subsurface formations
US7777435B2 (en) 2006-02-02 2010-08-17 Aguilar Ray A Adjustable frequency pump control system
US7945411B2 (en) 2006-03-08 2011-05-17 Itt Manufacturing Enterprises, Inc Method for determining pump flow without the use of traditional sensors
DE102006027002A1 (de) * 2006-06-08 2007-12-13 Oase Gmbh Pumpemanordnung mit Drehzahlsteuerung
CN101512978B (zh) * 2006-07-04 2013-02-13 夏普株式会社 通信装置、设备、通信装置控制方法
US7890215B2 (en) * 2006-12-22 2011-02-15 Duncan Scot M Optimized control system for cooling systems
US8774972B2 (en) * 2007-05-14 2014-07-08 Flowserve Management Company Intelligent pump system
US20090094173A1 (en) 2007-10-05 2009-04-09 Adaptive Logic Control, Llc Intelligent Power Unit, and Applications Thereof
US8121971B2 (en) 2007-10-30 2012-02-21 Bp Corporation North America Inc. Intelligent drilling advisor
EP2060788B1 (de) 2007-11-16 2010-05-12 Linde AG Verfahren zum Ansteuern einer Pumpenanordnung und Pumpenanordnung
WO2009067434A1 (en) 2007-11-21 2009-05-28 Clarke Fire Protection Products, Inc. Pump suction pressure limiting speed control and related pump driver and sprinkler system
EP2229610B1 (en) * 2007-12-14 2019-03-06 ITT Manufacturing Enterprises LLC Synchronous torque balance in multiple pump systems
US8024161B2 (en) 2008-08-19 2011-09-20 Honeywell International Inc. Method and system for model-based multivariable balancing for distributed hydronic networks
WO2010024773A1 (en) 2008-08-29 2010-03-04 Control Drive Europa Aktiebolag Method and apparatus for evaluating energy savings
US7734441B2 (en) 2008-09-30 2010-06-08 Mohsen Taravat Method and device for measuring and controlling the amount of flow/volume of liquid pumped/transferred by an electro-pump
US8425200B2 (en) 2009-04-21 2013-04-23 Xylem IP Holdings LLC. Pump controller
US8774978B2 (en) 2009-07-23 2014-07-08 Siemens Industry, Inc. Device and method for optimization of chilled water plant system operation
US8045173B2 (en) 2009-08-04 2011-10-25 General Electric Company Adaptive linear filter for real time noise reduction in surface plasmon resonance systems
US8690820B2 (en) * 2009-10-06 2014-04-08 Illinois Institute Of Technology Automatic insulin pumps using recursive multivariable models and adaptive control algorithms
US8801407B2 (en) 2010-02-24 2014-08-12 Harris Waste Management Group, Inc. Hybrid electro-hydraulic power device
US8346403B2 (en) * 2010-06-04 2013-01-01 Cooper Technologies Company, Inc. In-wall occupancy sensor with mode selection features
US8833384B2 (en) * 2012-08-06 2014-09-16 Schneider Electric Buildings, Llc Advanced valve actuation system with integral freeze protection

Patent Citations (12)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5911238A (en) * 1996-10-04 1999-06-15 Emerson Electric Co. Thermal mass flowmeter and mass flow controller, flowmetering system and method
US6234759B1 (en) * 1998-07-16 2001-05-22 Ewald Hennel Method for regulating a fluid pressure
US6663349B1 (en) * 2001-03-02 2003-12-16 Reliance Electric Technologies, Llc System and method for controlling pump cavitation and blockage
EP1323986A1 (de) 2001-12-24 2003-07-02 Grundfos A/S Verfahren zum Steuern einer drehregelbaren Heizungsumwälzpumpe
US7267086B2 (en) * 2005-02-23 2007-09-11 Emp Advanced Development, Llc Thermal management system and method for a heat producing system
US20100028171A1 (en) * 2006-09-26 2010-02-04 Shulver David R Control System and Method For Pump Output Pressure Control
DE102007022348A1 (de) 2007-05-12 2008-11-13 Ksb Aktiengesellschaft Einrichtung und Verfahren zur Störungsüberwachung
US20100140934A1 (en) * 2008-12-09 2010-06-10 General Electric Plant Method and system of controlling a hydroelectric plant
US20110022236A1 (en) * 2009-07-23 2011-01-27 Robert Higgins Demand flow pumping
US20110081255A1 (en) 2009-10-01 2011-04-07 Steger Perry C Controlling Pumps for Improved Energy Efficiency
WO2012092055A1 (en) 2010-12-30 2012-07-05 Xylem Ip Holdings Llc Method and apparatus for pump control using varying equivalent system characteristic curve, aka an adaptive control curve
US20120173027A1 (en) * 2010-12-30 2012-07-05 Itt Manufacturing Enterprises, Inc. Method and Apparatus for Pump Control Using Varying Equivalent System Characteristic Curve, AKA an Adaptive Control Curve

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
See also references of EP2791750A4

Cited By (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9938970B2 (en) 2011-12-16 2018-04-10 Fluid Handling Llc Best-fit affinity sensorless conversion means or technique for pump differential pressure and flow monitoring
WO2015080757A1 (en) 2013-03-01 2015-06-04 Fluid Handling Llc 3d sensorless conversion method and apparatus for pump differential pressure and flow
US10119545B2 (en) 2013-03-01 2018-11-06 Fluid Handling Llc 3-D sensorless conversion method and apparatus for pump differential pressure and flow
US9897084B2 (en) 2013-07-25 2018-02-20 Fluid Handling Llc Sensorless adaptive pump control with self-calibration apparatus for hydronic pumping system
CN105765476A (zh) * 2013-11-27 2016-07-13 流体处理有限责任公司 用于泵差动压力和流量的3d无传感器转换方法和设备
RU2685367C2 (ru) * 2013-11-27 2019-04-17 Флюид Хэндлинг ЭлЭлСи Устройство для трехмерного бессенсорного преобразования дифференциального давления и расхода насоса
RU2674293C2 (ru) * 2014-01-07 2018-12-06 Флюид Хэндлинг ЭлЭлСи Устройство с множеством насосов изменяемой скорости для обеспечения экономии энергии посредством расчета и компенсации потерь на трение, используя показатель скорости
EP3129756A4 (en) * 2014-04-08 2017-11-22 Fluid Handling LLC. Best-fit affinity sensorless conversion means or technique for pump differential pressure and flow monitoring

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US10048701B2 (en) 2018-08-14
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US20140005841A1 (en) 2014-01-02
CN104024965A (zh) 2014-09-03
CN104024965B (zh) 2018-02-13

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