WO2005008610A1 - Method and system for a filter - Google Patents
Method and system for a filter Download PDFInfo
- Publication number
- WO2005008610A1 WO2005008610A1 PCT/AU2004/000954 AU2004000954W WO2005008610A1 WO 2005008610 A1 WO2005008610 A1 WO 2005008610A1 AU 2004000954 W AU2004000954 W AU 2004000954W WO 2005008610 A1 WO2005008610 A1 WO 2005008610A1
- Authority
- WO
- WIPO (PCT)
- Prior art keywords
- filter
- smoke
- particles
- particle
- detection system
- Prior art date
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Classifications
-
- G—PHYSICS
- G08—SIGNALLING
- G08B—SIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
- G08B29/00—Checking or monitoring of signalling or alarm systems; Prevention or correction of operating errors, e.g. preventing unauthorised operation
- G08B29/12—Checking intermittently signalling or alarm systems
- G08B29/14—Checking intermittently signalling or alarm systems checking the detection circuits
- G08B29/145—Checking intermittently signalling or alarm systems checking the detection circuits of fire detection circuits
-
- G—PHYSICS
- G08—SIGNALLING
- G08B—SIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
- G08B17/00—Fire alarms; Alarms responsive to explosion
- G08B17/10—Actuation by presence of smoke or gases, e.g. automatic alarm devices for analysing flowing fluid materials by the use of optical means
Definitions
- the present invention relates to a filter system for particle detectors.
- the present invention relates to a method and system for determining particle transmittance of a filter, for example, for use with a smoke detection system of the kind in which a detector produces an electrical output indicating the concentration, in the air, of particles produced by smoke or fire.
- the invention relates to a device and a method of providing a filter warning for aspirated smoke detection systems, and it will be convenient to hereinafter describe the invention in relation to that application. It should be appreciated, however, that the present invention is not limited to that application, only.
- BACKGROUND OF INVENTION Throughout this specification the use of the word "inventor” in singular form maybe taken as reference to one (singular) or all (plural) inventors of the present invention.
- Fire protection and suppressant systems may operate by detecting the presence of smoke and other airborne pollutants or, in general, particles. Upon a threshold level of smoke being detected, an alarm may be activated and operation of a fire suppressant system may be initiated.
- a detection system which is sufficiently sensitive to detect an abnormal condition prior to the onset of a fire, is very advantageous as it enables action to be taken at a very early stage before the onset of actual fire conditions. For example, when most substances are heated, even before heating occurs to a point at which a fire commences, emissions will be generated and if these can be detected by a suitably sensitive system, a warning provided at that very early stage may allow the problem to be detected and rectified, or equipment turned off for example, before the fire actually starts.
- Aspirated smoke detection systems may incorporate a sampling pipe network consisting of one or more sampling pipes with sampling holes installed at positions where smoke or pre-fire emissions may be collected. Air is drawn in through the sampling holes and along the pipe by means of an aspirator or fan and is directed through a detector at a remote location.
- smoke detectors there are a number of different types which may be used in a system as outlined above.
- Optical scatter detectors have been found to provide suitable sensitivity at reasonable cost. Optical scatter detectors operate on the principle that smoke particles or other airborne pollutants when introduced into a detection chamber and subjected to a high intensity light beam will cause light to scatter. A light sensor senses the scattered light.
- the scatter detector detects the amount of scattered light and hence is able to provide an output signal indicative of the amount of smoke particles or other pollutant particles within the sample flow.
- a difficulty arises in operation of aspirated smoke detector systems of the above kind in that most atmospheres where smoke or fire detection is required contain dust which may interfere with operation of the system.
- a filter may therefore be incorporated into the system for the purpose of keeping dust away from sensitive optical surfaces and to prevent dust from artificially affecting the detection of particles indicative of the presence of fire and/or smoke.
- the present invention provides a method of determining particle transmittance of a filter in a particle detection system, the method comprising the steps of: detecting a level of first particles having a size indicative of smoke particles and which pass through the detection system; determining an integrated smoke hours value by integrating the detected level of first particles over time; estimating the smoke particle transmittance of the filter by applying a predetermined weighting operation to the integrated smoke hours value.
- the present invention stems from the realisation that an empirical measure of a filter's smoke particle transmittance, due to at least first particles having a size indicative of smoke particles may be achieved by way of integrating a level of such first particles passing through a particle detection system over time to determine the proportion of smoke particles arrested by a filter.
- the “filter load” is a measurement of the actual particle mass trapped in the filter.
- the estimated smoke particle transmittance is compared to a first threshold value at which it is predetermined that the transmittance of smoke particles by the filter has reached a first level and indicating a first level filter warning when the estimated smoke particle transmittance is less than, or equal to the first threshold value.
- the method further comprises the steps of: comparing the estimated smoke particle transmittance to a second threshold value at which, it is predetermined that the transmittance of smoke particles by the filter has reached a second warning level; indicating a second level filter warning when the estimated smoke particle transmittance is less than or equal to the second threshold value.
- the method may further comprise the steps of: detecting and/or recording a level of second particles, having a size indicative of dust particles, passing through the detection system; providing a cumulative count over time of the number of detected or recorded second particles; determining an estimated combined first and second particle transmittance by combining the cumulative count of detected or recorded second particles and the estimated smoke particle transmittance.
- the method may still further comprise the steps of: comparing the estimated combined particle transmittance to the first threshold value and; indicating the first level filter warning when the estimated combined particle transmittance is less than or equal to the first threshold value.
- the method may yet further comprise the steps of: comparing the estimated combined particle transmittance to the second threshold value and; indicating the second level filter warning when the estimated combined particle transmittance is less than or equal to the second threshold value.
- the present invention provides apparatus adapted to determine particle transmittance of a filter of an aspirated particle detector system comprising: a detector for detecting a level of first particles having a size indicative of smoke particles and which, pass through the detection system; an integrator for integrating the recorded level of first particles over time, thereby providing an integrated smoke hours value; and, an estimator for estimating the smoke particle transmittance of the filter by applying a predetermined weighting operation to the integrated smoke hours value.
- the predetermined weighting operation is a multiplication operation performed by a multiplier which, may be further adapted for use with a look up table.
- the present invention provides apparatus adapted to determine particle transmittance for a filter of an aspirated particle detector system, said apparatus comprising: processor means adapted to operate in accordance with a predetermined instruction set, said apparatus, in conjunction with said instruction set, being adapted to perform the method of determining particle transmittance as herein disclosed.
- the present invention provides apparatus for monitoring a filter in a particle detection system, the apparatus comprising: apparatus for dete ⁇ -aining particle transmittance as disclosed; a comparator for comparing the estimated smoke particle transmittance to a first threshold value at which, it is predetermined that the amount of smoke particles arrested by the filter has reached a first warning level; an indicator for indicating a first level filter warning when the estimated smoke particle transmittance is less than or equal to the first threshold value.
- the apparatus for monitoring a filter in a particle detection system further comprises: a comparator for comparing the estimated smoke particle transmittance to a second threshold value at which, it is predetermined that the amount of smoke arrested by the filter has reached a second warning level; an indicator for indicating a second level filter warning when the estimated smoke particle transmittance is less than or equal to the second threshold value.
- the apparatus for monitoring a filter in a particle detection system further comprises: a detector for detecting second particles, having a size indicative of dust particles, passing through the detection system; a counter for providing a cumulative count over time of the number of recorded second particles; an estimator for estimating a combined particle transmittance by combining the cumulative count of recorded second particles and the estimated smoke particle transmittance.
- the apparatus for monitoring a filter may still further comprise: a comparator for comparing the estimated combined particle transmittance to the first threshold value and; an indicator for indicating the first level filter warning when the estimated combined particle transmittance is less than or equal to the first threshold value.
- the apparatus for monitoring a filter may yet further comprise: a comparator for comparing the estimated combined particle transmittance to the second threshold value and; an indicator for indicating the second level filter warning when the estimated combined particle transmittance is less than or equal to the second threshold value.
- the comparator for comparing the estimated smoke particle transmittance to the first threshold value and the comparator for comparing the estimated smoke particle transmittance to the second threshold value may be one and the same apparatus.
- the comparator for comparing the estimated combined particle transmittance to the first threshold value and the comparator for comparing the estimated combined particle transmittance to the second threshold value may also be one and the same apparatus.
- the indicator for indicating the first level filter warning and the indicator for indicating the second level filter warning in the case of either the estimated smoke particle transmittance or the estimated combined particle transmittance may be one and the same apparatus.
- the present invention provides apparatus for monitoring a filter of a particle detection system, the apparatus comprising: processor means adapted to operate in accordance with a predetermined instruction set, said apparatus, in conjunction with said instruction set, being adapted to perform the method of monitoring a filter in a particle detector system as herein disclosed.
- the predetermined weighting operation may comprise multiplying the integrated smoke hours value by a given multiplier value, for example, a multiplier value obtained from a look up table.
- the predetermined weighting operation will depend, however, on the material properties of a given filter and will vary accordingly from filter to filter. Further, various filter designs and materials may be expected to demonstrate various relationships between the smoke level to which they are exposed and the rate of reduction in smoke particle transmittance that they suffer, including either linear or non-linear relationships.
- the above integral function applies to measurements where the flow rate of air in a detector system is not taken into account. In a given aspirated particle detector system the flow rate of air passing through the detector system may be taken as a constant.
- flow rates may vary within a given detector system or from system to system.
- the flow rate may not necessarily be considered as a constant, at least in an interval of time corresponding to a determination of integrated smoke hours.
- the inventor has realised that in these circumstances, the flow rate is a significant factor in the determination of a filter's smoke particle transmittance.
- the present invention provides a method of determining particle transmittance of a filter in a particle detection system, the method comprising the steps of: detecting a level of first particles having a size indicative of smoke particles and which particles are suspended in air passing through the detection system; determining the flow rate of air passing through the detection system; determining an integrated smoke hours value by integrating the detected level of first particles over time; determining an estimated smoke particle transmittance of the filter in accordance with an operation comprising multiplying the integrated smoke hours value with the determined flow rate.
- the present invention provides a method of determining particle transmittance of a filter in a particle detection system, the method comprising the steps of: detecting a level of first particles having a size indicative of smoke particles and which particles are suspended in air passing through the detection system; determining the flow rate of air passing through the detection system; determimng a smoke hours value corresponding to the detected level of first particles; determining an estimated smoke particle transmittance of the filter in accordance with an operation comprising multiplying the smoke hours value with the determined flow rate and integrating the operation over time.
- integrated smoke hours value defined above is, generally, a measure of cumulative filter blockage over time by smoke like particles and that general measurement is referred to hereinafter as "integrated smoke hours".
- Smoke like particles refers to particles, being either smoke or otherwise, which have a particle size in the order of that of smoke particles, for example, smog and other ambient air pollutants. Owing to their size, these smoke like particles display similar properties to actual smoke particles, hi particular, they scatter light in a similar fashion to smoke particles and as a result, their characteristic output from a light scatter detector is accordingly similar to a scatter detector's output produced by smoke particles.
- the period of time in which the above integrations may be performed ranges from the time at which the detector begins operation with a new or fresh filter until either: (a) the estimated smoke transmittance is less than or equal to the first threshold value, at which time the first level filter warning may indicate that the filter requires replacing; or, (b) the estimated smoke transmittance is less than or equal to the second threshold value, at which time the second level filter warning may indicate a critical fault where filter end-of-life is signalled.
- Particle transmittance as referred to herein is defined as the ratio of detectable particle level output by a filter to the detectable particle level input to the filter.
- the predetermined reduction in particle transmittance may be between about 2% and about 40%, and preferably about 10%.
- a further critical fault condition may be flagged at a point in time when the integrated smoke hours reaches a further threshold at which a further predetermined critical reduction of the particle transmittance of the filter may be predicted.
- the further predetermined critical reduction in particle transmittance may be between about 10% and about 70%, and preferably about 15%.
- a method of indicating particle transmittance includes: Detecting the amount of smoke passing through a detection chamber Summing the amount of detected smoke passing through the detection chamber over time to ascertain total integrated smoke hours; Comparing the total amount of smoke passed through the detection chamber with a predetermined value; Sending a signal indicating when the total integrated smoke hours has exceeded the predetermined value. It has been found that smoke passing through a filter, as estimated by the smoke passing through the detection chamber, can be used to estimate the blocking of a filter. For a known filter type and design, it is possible to estimate particle transmittance of the filter by ascertaining the amount of smoke that has already passed through the filter.
- a computer program product comprising: a computer usable medium having computer readable program code and computer readable system code embodied on said medium for determining particle transmittance of a filter in a particle detection system within a data processing system, said computer program product comprising: computer readable code within said computer usable medium for performing the method of determining particle transmittance of a filter in a particle detection system as herein disclosed.
- a computer program product comprising: a computer usable medium having computer readable program code and computer readable system code embodied on said medium for monitoring a filter in a particle detection system within a data processing system, said computer program product comprising: computer readable code within said computer usable medium for performing the method of monitoring a filter in a particle detection system as herein disclosed.
- a computer program product comprising: a computer usable medium having computer readable program code and computer readable system code embodied on said medium for indicating particle transmittance within a data processing system, said computer program product comprising: computer readable code within said computer usable medium for performing the method of indicating particle transmittance as herein disclosed.
- Figure 1 is a block diagram of a particular particle detector system, namely an optical scatter detection system, such as in a smoke and fire detection system, in accordance with a preferred embodiment of the present invention
- Figure 2 is a schematic diagram of an optical scatter detector included in the system of Figure 1 in accordance with a preferred embodiment of the present invention
- Figure 3 is a diagram illustrating typical output from the detector of Figure 2 for both detected smoke like and dust particles
- Figure 4 is a graphical illustration of estimated filter particle transmittance curves produced in accordance with
- an example particle detector system being an aspirated smoke detector 2 is shown having a pipe network 102, a detection chamber 14, a light source 10, a detector 12, an aspirator 106 and a controller 16. Also shown is an output 160, display 18 and alarm and extinguishing equipment 20.
- a filter 25 is located before the detection chamber 14 to filter unwanted particles from the. From the chamber 14 the sampled air is expelled to the outside environment of the detection system. Filter 25, such as a volume foam filter having pores, will accumulate particles within the pores over its life. The particles appear to block the pores, reducing particle transmittance, however the exact mechanisms of filter blocking are not known.
- Flow sensors are typically used in aspirated smoke detectors to recognise failures of the aspirator (fan) and to recognise gross failures of the sampling pipe network such as breakage or blockage of sampling holes. Flow sensors, however, cannot determine when a filter has become significantly blocked due to the transmission of smoke particles as air will continue to pass largely unhindered through the filter medium, even if a significant proportion of the particles within the air passing through the filter are not transmitted.
- an optical scatter detection system forms the detector for an aspirated smoke detection system 2 as shown in block diagram form.
- a light source controlling circuit 10 controls a light source such as a laser light source, which illuminates a scatter detection chamber 14.
- the scatter detection chamber 14 is provided with a source of air in which smoke particles are to be detected. This air is passed into the detector chamber 14 via a suitable filter 25.
- Light from the light source 10 is scattered by airborne particles introduced into the detection chamber 14, and a light scatter detector 12 detects the scattered light.
- a controller circuit 16 is coupled to the light source controlling circuit 10 and to the light scatter detector 12.
- Controller circuit 16 receives signals on line 22 from the light scatter detector 12, which signal is indicative of the amount of light reaching the light scatter detector 12 from the laser light source incorporated into the light source control circuit 10, after the light has been scattered by passing through the detection chamber 14.
- a control signal is output from controller 16 on line 24 to light source controlling circuit 10, to control the light source controlling circuit 10.
- the controller circuit 16 may control alarm apparatus, such as a suitable display 18 to indicate the level of detected smoke, based on the light level detected by the detector 12.
- the components of the above system may generally be formed in conventional manner.
- Detector 12 may be formed as shown in figure 2.
- a photodiode 120 is shown arranged to receive light from the source 10 having passed through the detection chamber 14.
- Photodiode 120 is between a ground line 122 and the inverting input of an operational amplifier 124.
- the parallel resistor 126 and capacitor 128 shown connect the inverting input and the output of amplifier 124, and the non-inverting input is connected to voltage bias rail 130.
- Output from amplifier 124 is taken via the series connected capacitor 132 and resistor 134 to the inverting input of a second amplifier 136.
- the non-inverting input of this is again connected to the rail 130, whilst the inverting input and output are connected via the parallel capacitor 140 and resistor 142 shown.
- the photodiode may for example be of type BPW34 and the operational amplifiers may be of type LMC662.
- the arrangement of this circuit is such that the first amplifier stage represented by amplifier 124 and associated components generates an output signal proportional to the current from the photodiode 120 and provides a first order low pass filter to remove high frequency noises.
- the second stage provided by capacitor 132, resistor 134 and the amplifier 136 and associated components, provides a high pass filter which removes DC offsets and provides additional gain.
- Output from amplifier 136 is applied to the controller circuit 16.
- Figure 3 shows a representative output signal 145 from the detector 12. In this case, signal 145 is an analog output.
- the signal level, overall, is representative of the an output from the detector 12.
- the output from the detector 12 is proportional to the amount of scattered light detected within the chamber, which is itself proportional to the concentration of particles in the air within chamber 14.
- the spikes are removed from the signal, to smooth the signal to be a better representation of the level of smoke in the chamber.
- the spikes are not discarded, but may also be counted to ascertain the number of dust particles flowing through the chamber 14. Referring to figure 5, in the controller 16, signals of the form shown in figure
- the controller 16 may also comprise circuitry 164 for recording the steady signal indicative of fire hazard smoke particles and other non-fire hazard smoke like particles. Further to this, integrating circuitry 166 maybe incorporated into the controller to integrate the measured or recorded signal of the smoke like particles over time.
- An estimator 168 determines either the smoke particle transmittance alone as an output with the aid of a multiplier 168A adapted for use with a look up table 168B or, the cumulative count from counter 156 may be utilised by estimator 168 and combined, for example by summer 168C, with the estimated smoke particle transmittance to produce an output estimating the combined particle transmittance.
- the values used for predetermining the weighting operation applied to the integrated smoke hours value stem from the physical properties of a given filter and the environmental conditions in which the filter is operating. These values may be stored in the look up table 168B.
- the output of estimator 168 or the output of dust counter 156 is applied, via selector 162, to comparator 158 which may compare the outputs of estimator 168 or the outputs of counter 156 to given preset thresholds 170.
- the preset thresholds may be preset counts in the case of a dust count alone and/or preset particle transmittances in the case of either the estimated smoke particle transmittance alone or a combined estimated particle transmittance.
- the output 160 of comparator 158 may be used to set warning indicators based on the result of comparisons with the given preset threshold values 170.
- Figure 4 illustrates the relationship between particle transmittance T x and time t in graphical form for three cases.
- Curve B represents the estimated combined smoke particle transmittance T x relationship when integration of smoke particles over time is taken into account with dust particle transmission. The difference between the positions of the two curves will be related to the amount of smoke in the air in relation to dust. Previously this relationship was not considered important.
- the estimated smoke like particle transmittance T x is a generally linear relationship.
- Curve B is a generally linear relationship of the combined particle transmittance T x of a filter where, in accordance with a preferred embodiment of the present invention, the estimated smoke particle transmittance T x is combined with the cumulative count of dust particle events to provide the combined estimated filter particle transmittance T x due to both dust and smoke like particles.
- straight dashed line S represents the case where all particles both dust and smoke like are transmitted through the detector system in the absence of any filter.
- Curve A is a linear fall off curve representing an estimate in accordance with one embodiment of the invention of the smoke particle transmittance T x which is based solely on the integrated smoke hours value.
- the estimated smoke particle transmittance T x has fallen to the first threshold value at about 10% reduction in transmittance T x .
- a filter warning may be issued indicating that the filter should be replaced.
- the smoke particle transmittance T x has fallen to the second threshold value at about 15% reduction in the transmittance T x where a critical fault may be indicated by a second level warning.
- a combined filter particle transmittance T x is estimated which results in curve B. Given that the curve now represents the reduction in particle transmittance T x due to both smoke like and dust particles, the drop off from straight line S occurs earlier in time.
- the controller circuit 16 in combination with the light source control circuit 10 and detector 12 may be provided with feedback of the determined particle transmittance value in order to adjust the sensitivity of the light scatter detector. For example, if the particle transmittance is determined such that there is a degradation of 10% in the filter's transmittance a corresponding adjustment of detector gain may be activated to compensate for the filter degradation. Equally, the detector sensitivity may be adjusted in accordance with the cumulated count of dust particles or, more preferably, the combined particle transmittance T x as provided by the cumulated count of dust particles and the integrated smoke hours.
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- Analytical Chemistry (AREA)
- Business, Economics & Management (AREA)
- Emergency Management (AREA)
- Engineering & Computer Science (AREA)
- Computer Security & Cryptography (AREA)
- Investigating Or Analysing Materials By Optical Means (AREA)
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Abstract
Description
Claims
Priority Applications (4)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
EP04737574.6A EP1646991B1 (en) | 2003-07-18 | 2004-07-16 | Method and system for a filter |
US10/564,732 US7777633B2 (en) | 2003-07-18 | 2004-07-16 | Method and system for determining particle transmittance of a filter in particle detection system |
AU2004258231A AU2004258231B2 (en) | 2003-07-18 | 2004-07-16 | Method and system for a filter |
US12/856,953 US8314710B2 (en) | 2003-07-18 | 2010-08-16 | Method and system for a filter |
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
AU2003903703 | 2003-07-18 | ||
AU2003903703A AU2003903703A0 (en) | 2003-07-18 | 2003-07-18 | Method and system for a filter |
Related Child Applications (2)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
US10/564,732 A-371-Of-International US7777633B2 (en) | 2003-07-18 | 2004-07-16 | Method and system for determining particle transmittance of a filter in particle detection system |
US12/856,953 Continuation US8314710B2 (en) | 2003-07-18 | 2010-08-16 | Method and system for a filter |
Publications (1)
Publication Number | Publication Date |
---|---|
WO2005008610A1 true WO2005008610A1 (en) | 2005-01-27 |
Family
ID=31983335
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
PCT/AU2004/000954 WO2005008610A1 (en) | 2003-07-18 | 2004-07-16 | Method and system for a filter |
Country Status (4)
Country | Link |
---|---|
US (2) | US7777633B2 (en) |
EP (1) | EP1646991B1 (en) |
AU (1) | AU2003903703A0 (en) |
WO (1) | WO2005008610A1 (en) |
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JP5671530B2 (en) * | 2009-07-07 | 2015-02-18 | エックストラリス・テクノロジーズ・リミテッド | Chamber condition |
CA2791529C (en) * | 2010-03-05 | 2019-04-30 | Xtralis Technologies Ltd | Filter bypass |
US8626456B2 (en) * | 2010-03-23 | 2014-01-07 | GM Global Technology Operations LLC | Methods for determining a remaining useful life of an air filter |
PL2469492T3 (en) * | 2010-11-29 | 2013-10-31 | Minimax Gmbh & Co Kg | Method and device for fire detection in volumes |
US8624745B2 (en) * | 2011-03-16 | 2014-01-07 | Honeywell International Inc. | High sensitivity and high false alarm immunity optical smoke detector |
US8704672B2 (en) * | 2011-06-20 | 2014-04-22 | Honeywell International Inc. | Filter change alert system for an HVAC system |
AU2012272552A1 (en) * | 2011-06-22 | 2013-12-12 | Garrett Thermal Systems Limited | Particle detector with dust rejection |
JP6194098B2 (en) * | 2013-04-03 | 2017-09-06 | フイジョウ キムリー テクノロジー シーオー.、エルティーディー.シェンジェン ブランチ | Tester and test method for smoke test of electronic cigarette |
WO2015187249A1 (en) | 2014-06-03 | 2015-12-10 | Carrier Corporation | Ionization air filters for hazardous particle detection |
KR102287511B1 (en) * | 2014-09-04 | 2021-08-06 | 엘지전자 주식회사 | Air conditioner and the control method thereof |
JP6217679B2 (en) * | 2015-03-25 | 2017-10-25 | コニカミノルタ株式会社 | Optional equipment for electrical equipment |
KR102165372B1 (en) * | 2016-05-02 | 2020-10-14 | 요시노 셋고 가부시키가이샤 | Powder scattering evaluation method and powder scattering evaluation device |
CN106778582B (en) * | 2016-12-07 | 2020-06-09 | 哈尔滨工业大学 | RGB reconstruction based flame/smoke recognition method after forest image cutting |
CN107478556B (en) * | 2017-09-15 | 2024-03-05 | 中天道成(苏州)洁净技术有限公司 | Online dust particle counting monitoring system based on dust-free exhaust design |
US10967321B2 (en) | 2017-11-05 | 2021-04-06 | Shashidhar Prabhakar | Air filter clog detector |
CN109816938B (en) * | 2019-01-31 | 2020-10-30 | 上海天好信息技术股份有限公司 | Water quality abnormal data monitoring and alarming system and method based on unordered tree |
EP3828853B1 (en) * | 2019-11-29 | 2023-10-04 | Carrier Corporation | Aspiration smoke detector system |
US11804118B2 (en) * | 2022-03-01 | 2023-10-31 | Honeywell International Inc. | Aspirating smoke detector discreet sample point |
US20240035949A1 (en) * | 2022-08-01 | 2024-02-01 | Honeywell International Inc. | Filter life prediction for an aspirating smoke detector |
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2003
- 2003-07-18 AU AU2003903703A patent/AU2003903703A0/en not_active Abandoned
-
2004
- 2004-07-16 WO PCT/AU2004/000954 patent/WO2005008610A1/en active Application Filing
- 2004-07-16 US US10/564,732 patent/US7777633B2/en active Active
- 2004-07-16 EP EP04737574.6A patent/EP1646991B1/en not_active Expired - Lifetime
-
2010
- 2010-08-16 US US12/856,953 patent/US8314710B2/en not_active Expired - Lifetime
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Also Published As
Publication number | Publication date |
---|---|
US20100305871A1 (en) | 2010-12-02 |
EP1646991A4 (en) | 2008-09-17 |
EP1646991B1 (en) | 2017-09-06 |
US20070176783A1 (en) | 2007-08-02 |
AU2003903703A0 (en) | 2003-07-31 |
US7777633B2 (en) | 2010-08-17 |
EP1646991A1 (en) | 2006-04-19 |
US8314710B2 (en) | 2012-11-20 |
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