ES2183290T3 - Sistema para vigilar una valvula de expansion. - Google Patents
Sistema para vigilar una valvula de expansion.Info
- Publication number
- ES2183290T3 ES2183290T3 ES98304308T ES98304308T ES2183290T3 ES 2183290 T3 ES2183290 T3 ES 2183290T3 ES 98304308 T ES98304308 T ES 98304308T ES 98304308 T ES98304308 T ES 98304308T ES 2183290 T3 ES2183290 T3 ES 2183290T3
- Authority
- ES
- Spain
- Prior art keywords
- neural network
- state
- expansion valves
- mode
- during
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Expired - Lifetime
Links
- 238000012544 monitoring process Methods 0.000 title 1
- 238000013528 artificial neural network Methods 0.000 abstract 3
- 238000010438 heat treatment Methods 0.000 abstract 2
- 238000005057 refrigeration Methods 0.000 abstract 2
- 238000011156 evaluation Methods 0.000 abstract 1
Classifications
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F25—REFRIGERATION OR COOLING; COMBINED HEATING AND REFRIGERATION SYSTEMS; HEAT PUMP SYSTEMS; MANUFACTURE OR STORAGE OF ICE; LIQUEFACTION SOLIDIFICATION OF GASES
- F25B—REFRIGERATION MACHINES, PLANTS OR SYSTEMS; COMBINED HEATING AND REFRIGERATION SYSTEMS; HEAT PUMP SYSTEMS
- F25B49/00—Arrangement or mounting of control or safety devices
- F25B49/005—Arrangement or mounting of control or safety devices of safety devices
-
- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B23/00—Testing or monitoring of control systems or parts thereof
- G05B23/02—Electric testing or monitoring
- G05B23/0205—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults
- G05B23/0218—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterised by the fault detection method dealing with either existing or incipient faults
- G05B23/0243—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterised by the fault detection method dealing with either existing or incipient faults model based detection method, e.g. first-principles knowledge model
- G05B23/0254—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterised by the fault detection method dealing with either existing or incipient faults model based detection method, e.g. first-principles knowledge model based on a quantitative model, e.g. mathematical relationships between inputs and outputs; functions: observer, Kalman filter, residual calculation, Neural Networks
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F25—REFRIGERATION OR COOLING; COMBINED HEATING AND REFRIGERATION SYSTEMS; HEAT PUMP SYSTEMS; MANUFACTURE OR STORAGE OF ICE; LIQUEFACTION SOLIDIFICATION OF GASES
- F25B—REFRIGERATION MACHINES, PLANTS OR SYSTEMS; COMBINED HEATING AND REFRIGERATION SYSTEMS; HEAT PUMP SYSTEMS
- F25B2400/00—General features or devices for refrigeration machines, plants or systems, combined heating and refrigeration systems or heat-pump systems, i.e. not limited to a particular subgroup of F25B
- F25B2400/06—Several compression cycles arranged in parallel
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F25—REFRIGERATION OR COOLING; COMBINED HEATING AND REFRIGERATION SYSTEMS; HEAT PUMP SYSTEMS; MANUFACTURE OR STORAGE OF ICE; LIQUEFACTION SOLIDIFICATION OF GASES
- F25B—REFRIGERATION MACHINES, PLANTS OR SYSTEMS; COMBINED HEATING AND REFRIGERATION SYSTEMS; HEAT PUMP SYSTEMS
- F25B2400/00—General features or devices for refrigeration machines, plants or systems, combined heating and refrigeration systems or heat-pump systems, i.e. not limited to a particular subgroup of F25B
- F25B2400/07—Details of compressors or related parts
- F25B2400/075—Details of compressors or related parts with parallel compressors
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F25—REFRIGERATION OR COOLING; COMBINED HEATING AND REFRIGERATION SYSTEMS; HEAT PUMP SYSTEMS; MANUFACTURE OR STORAGE OF ICE; LIQUEFACTION SOLIDIFICATION OF GASES
- F25B—REFRIGERATION MACHINES, PLANTS OR SYSTEMS; COMBINED HEATING AND REFRIGERATION SYSTEMS; HEAT PUMP SYSTEMS
- F25B2600/00—Control issues
- F25B2600/25—Control of valves
- F25B2600/2513—Expansion valves
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F25—REFRIGERATION OR COOLING; COMBINED HEATING AND REFRIGERATION SYSTEMS; HEAT PUMP SYSTEMS; MANUFACTURE OR STORAGE OF ICE; LIQUEFACTION SOLIDIFICATION OF GASES
- F25B—REFRIGERATION MACHINES, PLANTS OR SYSTEMS; COMBINED HEATING AND REFRIGERATION SYSTEMS; HEAT PUMP SYSTEMS
- F25B2700/00—Sensing or detecting of parameters; Sensors therefor
- F25B2700/21—Temperatures
- F25B2700/2117—Temperatures of an evaporator
- F25B2700/21171—Temperatures of an evaporator of the fluid cooled by the evaporator
- F25B2700/21172—Temperatures of an evaporator of the fluid cooled by the evaporator at the inlet
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F25—REFRIGERATION OR COOLING; COMBINED HEATING AND REFRIGERATION SYSTEMS; HEAT PUMP SYSTEMS; MANUFACTURE OR STORAGE OF ICE; LIQUEFACTION SOLIDIFICATION OF GASES
- F25B—REFRIGERATION MACHINES, PLANTS OR SYSTEMS; COMBINED HEATING AND REFRIGERATION SYSTEMS; HEAT PUMP SYSTEMS
- F25B2700/00—Sensing or detecting of parameters; Sensors therefor
- F25B2700/21—Temperatures
- F25B2700/2117—Temperatures of an evaporator
- F25B2700/21171—Temperatures of an evaporator of the fluid cooled by the evaporator
- F25B2700/21173—Temperatures of an evaporator of the fluid cooled by the evaporator at the outlet
Landscapes
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- Artificial Intelligence (AREA)
- Evolutionary Computation (AREA)
- Mathematical Physics (AREA)
- General Physics & Mathematics (AREA)
- Automation & Control Theory (AREA)
- Mechanical Engineering (AREA)
- Thermal Sciences (AREA)
- General Engineering & Computer Science (AREA)
- Air Conditioning Control Device (AREA)
Abstract
UN SISTEMA DE SUPERVISION PARA UN SISTEMA DE CALEFACCION O REFRIGERACION INCLUYE UNA RED NEURAL PARA COMPUTAR EL ESTADO DE UNA O MAS VALVULAS DE EXPANSION DENTRO DEL SISTEMA. LA RED NEURAL ES ENTRENADA PARA QUE APRENDA DETERMINADAS CARACTERISTICAS DEL SISTEMA DE CALEFACCION O REFRIGERACION DURANTE EL MODO DE DESARROLLO DE LA OPERACION. LA RED NEURAL ASI ENTRENADA COMPUTA OPORTUNAMENTE EL ESTADO DE UNA O MAS VALVULAS DE EXPANSION DURANTE EL MODO DE TIEMPO DE EJECUCION DE LA OPERACION. LA INFORMACION RESPECTO AL ESTADO DE UNA O MAS VALVULAS DE EXPANSION ESTA DISPONIBLE PARA EVALUACION EN TIEMPO REAL DURANTE EL MODO DE TIEMPO DE EJECUCION DE LA OPERACION.
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US08/869,535 US5791155A (en) | 1997-06-06 | 1997-06-06 | System for monitoring expansion valve |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| ES2183290T3 true ES2183290T3 (es) | 2003-03-16 |
Family
ID=25353742
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| ES98304308T Expired - Lifetime ES2183290T3 (es) | 1997-06-06 | 1998-06-01 | Sistema para vigilar una valvula de expansion. |
Country Status (8)
| Country | Link |
|---|---|
| US (1) | US5791155A (es) |
| EP (1) | EP0883047B1 (es) |
| JP (1) | JP3375543B2 (es) |
| KR (1) | KR100368703B1 (es) |
| CN (1) | CN1108503C (es) |
| AU (1) | AU727224B2 (es) |
| DE (1) | DE69809331T2 (es) |
| ES (1) | ES2183290T3 (es) |
Families Citing this family (29)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US6250103B1 (en) * | 1999-04-07 | 2001-06-26 | Showa Denko K.K. | Condenser and air conditioning refrigeration system and using same |
| US6360553B1 (en) * | 2000-03-31 | 2002-03-26 | Computer Process Controls, Inc. | Method and apparatus for refrigeration system control having electronic evaporator pressure regulators |
| US7651034B2 (en) * | 2000-08-04 | 2010-01-26 | Tjernlund Products, Inc. | Appliance room controller |
| US6726111B2 (en) * | 2000-08-04 | 2004-04-27 | Tjernlund Products, Inc. | Method and apparatus for centrally controlling environmental characteristics of multiple air systems |
| US6884782B2 (en) * | 2000-11-08 | 2005-04-26 | Amgen Inc. | STAT modulators |
| US7182272B1 (en) * | 2001-09-28 | 2007-02-27 | Hydropoint Data Systems, Inc. | System and method for facilitating control of irrigation systems |
| US6684650B2 (en) * | 2002-01-24 | 2004-02-03 | Carrier Corporation | System and method for rapid defrost or heating in a mobile refrigeration unit |
| US7275533B2 (en) * | 2003-03-06 | 2007-10-02 | Exhausto, Inc. | Pressure controller for a mechanical draft system |
| US20070209653A1 (en) * | 2003-03-06 | 2007-09-13 | Exhausto, Inc. | Pressure Controller for a Mechanical Draft System |
| US6923014B2 (en) | 2003-09-02 | 2005-08-02 | International Business Machines Corporation | System for cooling multiple logic molecules |
| DE102004034838B4 (de) | 2004-07-19 | 2015-07-23 | Daimler Ag | Fahrzeugscheinwerfersystem mit variabler Strahlform |
| US7941339B2 (en) * | 2004-12-23 | 2011-05-10 | International Business Machines Corporation | Method and system for managing customer network value |
| CN100362295C (zh) * | 2006-02-22 | 2008-01-16 | 天津大学 | 燃气机热泵的容量自动调节与控制方法 |
| US8261561B2 (en) * | 2006-12-28 | 2012-09-11 | Carrier Corporation | Free-cooling capacity control for air conditioning systems |
| US8047012B2 (en) * | 2007-05-24 | 2011-11-01 | Computer Process Controls, Inc. | Refrigeration system and method using multiple variable capacity devices |
| US8151583B2 (en) * | 2007-08-01 | 2012-04-10 | Trane International Inc. | Expansion valve control system and method for air conditioning apparatus |
| US20090173088A1 (en) * | 2008-01-04 | 2009-07-09 | Kuojui Su | Condenser and metering device in refrigeration system for saving energy |
| JP5575784B2 (ja) | 2008-10-31 | 2014-08-20 | オプティマム・エナジー,エルエルシー | エネルギ消費効率を制御するシステム及び方法 |
| ITPD20080355A1 (it) * | 2008-12-02 | 2010-06-03 | Carel S P A | Procedimento ottimizzato di comando di una valvola termostatica motorizzata di una macchina frigorifera dotata di un compressore a pompaggio ciclico, e dispositivo di comando che lo attua |
| US20100174412A1 (en) * | 2009-01-06 | 2010-07-08 | Lg Electronics Inc. | Air conditioner and method for detecting malfunction thereof |
| KR101505856B1 (ko) * | 2010-09-08 | 2015-03-25 | 삼성전자 주식회사 | 공기조화기 및 그 제어방법 |
| US8887518B2 (en) | 2010-09-30 | 2014-11-18 | Trane International Inc. | Expansion valve control system and method for air conditioning apparatus |
| CN102052499B (zh) * | 2011-01-25 | 2012-11-07 | 云南大红山管道有限公司 | 一种矿浆输送电动阀门设备监测系统及其监控方法 |
| CN102734996B (zh) * | 2011-04-12 | 2014-07-30 | 本溪光远环境工程有限公司 | 一种具有自控功能的低压蒸汽喷射水吸收式制冷装置的控制方法 |
| CN104019520B (zh) * | 2014-05-20 | 2017-01-18 | 天津大学 | 基于spsa的制冷系统最小能耗的数据驱动控制方法 |
| WO2016135953A1 (ja) * | 2015-02-27 | 2016-09-01 | 三菱電機株式会社 | 冷媒量異常検知装置及び冷凍装置 |
| EP3109573B1 (en) | 2015-06-24 | 2020-09-09 | Emerson Climate Technologies GmbH | Components cross-mapping in a refrigeration system |
| KR101866334B1 (ko) * | 2017-01-25 | 2018-06-11 | 김경호 | 온도 제어 시스템을 구비한 냉각기 |
| US20240295353A1 (en) * | 2021-06-22 | 2024-09-05 | Toshiba Carrier Corporation | Refrigeration cycle apparatus, refigerant leak detection system, and information processing apparatus |
Family Cites Families (9)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JPS5529885A (en) * | 1978-08-24 | 1980-03-03 | Nec Corp | Electrostatic latent image forming method |
| US4660386A (en) * | 1985-09-18 | 1987-04-28 | Hansen John C | Diagnostic system for detecting faulty sensors in liquid chiller air conditioning system |
| JPH0692914B2 (ja) * | 1989-04-14 | 1994-11-16 | 株式会社日立製作所 | 機器/設備の状態診断システム |
| US5260526A (en) * | 1991-04-29 | 1993-11-09 | Otis Elevator Company | Elevator car assignment conditioned on minimum criteria |
| US5372015A (en) * | 1991-07-05 | 1994-12-13 | Kabushiki Kaisha Toshiba | Air conditioner controller |
| US5598076A (en) * | 1991-12-09 | 1997-01-28 | Siemens Aktiengesellschaft | Process for optimizing control parameters for a system having an actual behavior depending on the control parameters |
| US5623834A (en) * | 1995-05-03 | 1997-04-29 | Copeland Corporation | Diagnostics for a heating and cooling system |
| JPH09113077A (ja) * | 1995-10-16 | 1997-05-02 | Matsushita Refrig Co Ltd | 空気調和機 |
| JP3154101U (ja) * | 2009-07-01 | 2009-10-08 | 坪井 信行 | ベアリングユニット |
-
1997
- 1997-06-06 US US08/869,535 patent/US5791155A/en not_active Expired - Lifetime
-
1998
- 1998-06-01 EP EP98304308A patent/EP0883047B1/en not_active Expired - Lifetime
- 1998-06-01 DE DE69809331T patent/DE69809331T2/de not_active Expired - Lifetime
- 1998-06-01 ES ES98304308T patent/ES2183290T3/es not_active Expired - Lifetime
- 1998-06-04 CN CN98109683A patent/CN1108503C/zh not_active Expired - Fee Related
- 1998-06-04 AU AU69929/98A patent/AU727224B2/en not_active Ceased
- 1998-06-05 JP JP15695398A patent/JP3375543B2/ja not_active Expired - Fee Related
- 1998-06-08 KR KR10-1998-0021087A patent/KR100368703B1/ko not_active Expired - Fee Related
Also Published As
| Publication number | Publication date |
|---|---|
| KR19990006755A (ko) | 1999-01-25 |
| EP0883047B1 (en) | 2002-11-13 |
| KR100368703B1 (ko) | 2003-06-18 |
| DE69809331D1 (de) | 2002-12-19 |
| JP3375543B2 (ja) | 2003-02-10 |
| AU6992998A (en) | 1998-12-10 |
| CN1108503C (zh) | 2003-05-14 |
| DE69809331T2 (de) | 2003-09-18 |
| CN1201887A (zh) | 1998-12-16 |
| US5791155A (en) | 1998-08-11 |
| AU727224B2 (en) | 2000-12-07 |
| JPH11148750A (ja) | 1999-06-02 |
| EP0883047A1 (en) | 1998-12-09 |
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