Method and device for moisture determination and control
09534840 ยท 2017-01-03
Assignee
Inventors
- Deepak Pahwa (Delhi, IN)
- William Charles Griffiths (Palm Beach Gardens, FL, US)
- Marco Sammartini (Vanegono Inferiore, IT)
- Rajan Sachdev (Delhi, IN)
- Kuldeep Singh Malik (New Delhi, IN)
Cpc classification
F26B17/006
MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
F26B21/083
MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
F26B25/22
MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
F26B17/007
MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
F26B25/003
MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
International classification
F26B5/16
MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
F26B25/00
MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
F26B25/22
MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
F26B21/08
MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
Abstract
The present invention relates to a method for moisture determination and control using real time measurement of the moisture content of the material being processed. The present invention also provides a device that is used for moisture determination and control based on real time measurement of moisture content of a material being processed. The present invention is particularly suitable for controlling the moisture content of a material in a drying process, such as in a drying hopper, where the material moisture content is measured at an inlet and an outlet of the drying process. The drying process is further controlled by anticipating the drying load by measuring the moisture content of the incoming material to be dried.
Claims
1. A method for on-line moisture determination and control in an industrial process for direct control of a drying process based on real-time measurement of moisture content of material being dried, said method comprising: (a) sensing moisture levels at one or more locations through dedicated sensing means to obtain sensed information; (b) collecting and collating the sensed information obtained in real time and in dynamic mode and transmitting the sensed information to a control means that is connected at one end to a moisture control mechanism; (c) processing the sensed information in the control means in real time to enable real time regulation of moisture content in the industrial process; and (d) wherein either the drying process is hastened to ensure greater drying or additional moisture is input based on processing of the sensed information in the control means.
2. The method as claimed in claim 1, wherein the moisture content of the material leaving the drying process is monitored and the operating parameters of a dehumidifier are controlled to maintain desired moisture content.
3. The method as claimed in claim 2, wherein controlled parameters are selected from the group consisting of dehumidified air volume, temperature and humidity supply to the hopper, volume and temperature of heated air supplied for reactivation of a desiccant material, and frequency of reactivation of the desiccant material.
4. The method as claimed in claim 2, wherein the operating parameters of the dehumidifier are adjusted based on the real-time measurement of the flow rate of material entering and/or leaving the drying process.
5. The method as claimed in claim 4, wherein the operation of the dehumidifier is adjusted in anticipation of a change in drying load due to the change in flow rate of the product material.
6. The method as claimed in claim 1, wherein the operating parameters of the dehumidifier are adjusted based on the real-time measurement of the moisture content of the material entering the drying process, thereby enabling adjustment of dehumidifier operation in anticipation of a change in drying load due to the change in moisture content of the entering material.
7. The method as claimed in claim 1, wherein the moisture content of the material is measured at one or more intermediate points during the drying process to adjust the drying parameters for optimum performance.
8. The method as claimed in claim 1, wherein real-time input data acquired are used in a comprehensive control algorithm for the dehumidifier and process air system.
9. The method as claimed in claim 8, wherein the input data and control algorithms is used to control a dehumidifier providing drying capacity to two or more parallel drying processes.
10. The method as claimed in claim 9, wherein the control comprises overall adjustment of the operation of the dehumidifier and process air system and individual adjustment of the drying force supplied to each drying process.
11. The method as claimed in claim 10, wherein said adjustment is selected from one or more of volume, power level and temperature of drying force provided.
12. The method as claimed in claim 1, wherein the values generated by sensors are utilised by the control means to minimise the power requirements of the process, using integral calculation of multiple parameters.
13. The method as claimed in claim 12, wherein the control process comprises control of one or more of temperature set point, drying time, dew point adjustment, air flow speed, rotor speed, nitrogen set point, nitrogen filtering station, desiccants tower switch, desiccant regeneration, microwave power generators, filters replacement time, methane gas regulation, and steam generator control.
14. The method as claimed in claim 1, wherein the process is used for bulk good drying, organic food industry, dyestuff industry, pharmaceutical manufacturing process, load control, and hopper operation.
15. The method for moisture measurement and control in a hopper operation for direct control of a drying process based on real-time measurement of moisture content of material in the hopper, wherein a load material is analysed to determine the moisture content using one or more moisture sensors, feeding the load material to one or more machinery interfaces, the data collected being mapped using one or more neurofuzzy controls following which drying parameters are set with a control means, followed by starting a drying cycle, discharging the product to the process, and dependent on data relating to moisture carrying out further drying or ending the drying process in real time.
16. A device for in-line real time moisture determination and control in an industrial process for direct control of a drying process based on real-time measurement of moisture content of material being dried, the device comprising at least one sensing means provided at least one predetermined location in the industrial process, said sensing means determining moisture level in the industrial process at such location in real time and in dynamic mode, that at least one sensing means being operatively associated to a control means to receive sensed information in real time and in dynamic mode for processing, said control means being provided with pre-determined optimal moisture level information, and capable of correlating moisture level inputs from said at least one sensing means, the control means being connected to a moisture control means and guiding said moisture control means to either input additional moisture or reduce moisture input to ensure greater drying dependent on the moisture level information received from the at least one sensing means.
17. The device as claimed in claim 16, wherein the device is applied to a drying system in a hopper, and comprising two sensors, the first sensor being provided at an inlet position of the dryer to provide information in respect of the average moisture content measured during loading of the material into the dryer, the second sensor being provided at an outlet position on the dryer to supply information on the moisture content after the drying process, a two-way valve being provided to allow the return of non-conforming material back to the dryer for a further period of drying if the measured value does not conform to the desired product.
18. The device as claimed in claim 16, for use in bulk good drying, organic food industry, dyestuff industry, pharmaceutical manufacturing process, load control, and hopper operation.
Description
BRIEF DESCRIPTION OF THE DRAWINGS
(1) These and other embodiments and advantages of the present invention will become more fully apparent from the following description and accompanying drawings where:
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DETAILED DESCRIPTION OF THE INVENTION
(10) The invention provides a method for direct control of drying processes. The present invention also provides a device where the moisture content of a product that is being processed can be modified at differing points of time/location in the process stream depending on specific moisture requirements at such time/position, based on real time measurement of the moisture content therein.
(11) The method of measurement may include indirect methods which do not require contact with the material being dried, such as measurement of the electrical capacitance, absorption of radiation or the like of a moving stream of the material being dried. The moisture content of the material being dried may be measured at the discharge of the drying process, the inlet of the drying process, and/or at intermediate locations during the drying process.
(12) Drying is defined as the removal of an unwanted component (such as moisture) from the material being dried. The unwanted component may be water, ice, a solid or liquid organic solvent or a mixture of chemical compounds. Energy and driving force for the drying process may be provided by direct contact with a secondary fluid such as air or an inert gas, or by indirect transfer of energy to the dried product via electromagnetic radiation at any frequency from radio and microwave through infrared, visible and ultraviolet spectra. The material being dried may be granular in form such as sugar, plastic pellets or the like, material that enters the drying process as a liquid but leaves as a solid in a spray- or flash-drying process, or solids that are passed through the drying process as a continuous sheet or web or conveyed through the drying process on a belt, trays or the like.
(13) The unique feature of the current invention is the use of the measured moisture content of the material and using this data to control in a direct manner and on a real time basis the means provided to either dry or add moisture to the system. For example, in a drying process, the variables controlled may include the flow rate, temperature, pressure and humidity of a secondary drying fluid such as air, mass flow rate of the material being dried; and/or heat input via radiant sources such as RF, microwave and infrared.
(14) Many industrial processes require the removal of moisture (water) from a material during the process. This disclosure is based on the removal of water (drying) from a material but it will be understood that the same concepts can be applied to the removal of other chemicals (such as solvents) from a material being processed.
(15) The removal of water from a material is frequently an energy-intensive process. The final moisture content desired in a material frequently requires exposure to dehumidified air to achieve the desired final moisture content. The required air humidity is frequently lower than can be achieved with typical refrigeration-based dehumidification equipment. Removal of moisture from a material usually involves a change of phase of the water from a liquid or solid to a vapor. This change-of-phase requires a significant energy input, about 1000 BTU/lb for water. The drying of materials in an industrial setting typically requires a temperature- and humidity-controlled environment to achieve the desired moisture content in the material being dried. Sometimes radiant energy such as microwaves or RF radiation is used to provide a portion of the energy required to evaporate the water from the material.
(16) Generally the lower the final moisture content desired in a material, the more energy intensive the drying process becomes. A good example is the drying of plastic pellets before they are fed to processing equipment such as extruders, injection molding machines or the like. The common plastics have some affinity for moisture that may be absorbed or adsorbed from the surrounding environment, and even tiny traces of water in the pellets will cause defects in the products from the equipment. To prevent this, the pellets are dried before being fed to the processing machines. The pellets are typically dried by passing warm dry air through the pellets while they are contained in a hopper above the processing equipment. Extremely dry air is needed to assure that the plastic pellets are dry enough to enter the processing equipment. The drying air must be far drier than can be produced by typical air-conditioning equipment so a desiccant dehumidifier is typically used in a dosed-loop air system to produce the dry air needed to assure the dryness of the pellets. The desiccant dehumidification equipment has high energy consumption at its design load conditions, but these load conditions seldom occur because of the variation in the moisture content of the pellets entering the hopper and variations in the production rate of the processing equipment. At present these dehumidification units either are typically operated continuously at full energy input or are controlled to deliver air to the drying hopper at a constant low humidity level regardless of the moisture contained in the pellets entering the hopper. This causes the energy use of the dehumidifier to be higher than necessary. With the present invention the operation of the dehumidifier is at least partially controlled by real-time non-contact measurement of the moisture content of the plastic pellets entering the processing equipment, and may also be at least partially controlled by real-time non-contact measurement of the moisture content of the pellets entering the drying hopper and at one or more intermediate points within the hopper. The typical expected energy savings in this type of application are expected to be in the range of 10% to 50% or more.
(17) In the method of the invention when applied to a dehumidifier controlled process, the moisture content of the material leaving the drying process is monitored and the operating parameters of the dehumidifier are controlled to maintain the desired moisture content. The controlled parameters include the dehumidified air volume, temperature and humidity supplied to the hopper, the volume and temperature of heated air supplied for reactivation of the desiccant, and the frequency of reactivation of the desiccant material.
(18) The operating parameters of the dehumidifier may also be adjusted based on the real-time measurement of the flow rate of material entering and/or leaving the drying process. This enables the adjustment of the dehumidifier operation in anticipation of a change in drying load due to the change in flow rate of the product material.
(19) The operating parameters of the dehumidifier may be adjusted based on the real-time measurement of the moisture content of the material entering the drying process. In this way, the operation of the dehumidifier can be adjusted in anticipation of a change in drying load due to the change in moisture content of the entering material.
(20) The moisture content of the material may be measured at one or more intermediate points during the drying process to adjust the drying parameters for optimum performance.
(21) The real-time input data acquired in all the embodiments listed above are used in a comprehensive control algorithm for the dehumidifier and process air system.
(22) The input data and control algorithms described above may be used to control a dehumidifier providing drying capacity to two or more parallel drying processes. The control includes overall adjustment of the operation of the dehumidifier and process air system and individual adjustment of the drying force supplied to each drying process. The adjustments include the volume, power level and temperature of the drying force provided.
(23) The embodiments described above are based on the drying of granular materials in a bin or hopper, but it will be understood by one skilled in the art that the same concepts may be applied to other materials and drying processes. These processes may include energy transfer to the dried product by means of radiation.
(24) The device of the invention may be provided with one or more sensors. In one embodiment, the device uses two sensors. The first sensor is provided at an inlet position of the dryer. The inlet sensor provides information in respect of the average moisture content measured during loading of the material into the dryer. The program that is implemented is preferably a fuzzy logic or neuro-fuzzy system (NFS) to allow a corresponding adjustment of the parameters of the dryer to almost human control logic.
(25) The second sensor is provided at an outlet position on the dryer. This sensor supplies information on the moisture content after the drying process. A two-way valve is provided to allow the return of non-conforming material back to the dryer for further drying if the measured value does not conform to the desired product. If the material conforms to the required drying parameters, then the product stream is forwarded sent to the next stream of production process. The two sensors collect moisture data in order to automatically control operating parameters of the dryer. An important feature of the invention is that the values generated by the two sensors are utilised by the control means to minimise the power requirements of the process. This is generally done using integral calculation. This process of regulation includes, depending on dryer technology: temperature set point, drying time, dew point adjustment, air flow speed, rotor speed, nitrogen set point, nitrogen filtering station, desiccants tower switch, desiccant regeneration, microwave power generators, filters replacement time, methane gas regulation, steam generator control.
(26) In another example relating to food/feed application, the system also controls the mixer, homogenizer, dosing of vitamins and proteins. For example, where the food application relates to addition of sugar, the application dryer regulates the drum speed and material flow-rate settings, usually related to product moisture content. The outlet sensor therefore ensures the exact crystallization and moisture content required by regulatory measures.
(27) The device (and the method) of the invention may also be implemented with a single sensor. For example, in feed/food applications dryers, the inline moisture measurement is installed on the outlet of the dryer and is used to regulate the exact quantity of all the additives needed for the product, sensitive to moisture contained in the products. The drying power is regulated according to the dryer output. In plaster/cement/marble-powders manufacture, the sensor is applied to the output of the dryer and adjusts the water addition which is usually introduced by measuring the discharge moisture content. Some dryers are, provided with a mixing station integrated in the dryer itself. This embodiment ensures that the minimum amount of water is required. Additionally the dryer can adjust water temperature and set point temperature.
(28) In moulding application/multiple system dryers, the sensor dryer outlet supplies information on the moisture content after the drying process, of the valves distributing the product downstream. If the measured value does not conform to the desired product, a diverting valve will allow the return of the non-conforming material back to the dryer for a further period of drying. This is particularly useful in the use of polyamides, since this recirculation avoids the need for a separate second time drying process, and thereby avoids deterioration of the polymer. This application on dryers ensures a quality assurance for the moisture content of the product without any contamination which can happen if the dryer air is too dry. In the embodiments where a dehumidifier system is used, the invention relies on providing means to continuously vary the amount of air that will bypass the desiccant wheel, out of the total process flow dependent on the input from the control means connected to the one or more sensors. The reduction in process flow through the desiccant unit generally tracks the change in instantaneous moisture loads in the dryer system or the drying process. This is also equally applicable to a situation where the process being controlled is not a drying process but is an industrial process where moisture content must be maintained at a predetermined level. When the process flow through the desiccant wheel is reduced, it is no longer necessary to retain full regeneration flow through the reactivation sector of the wheel. Where the regeneration flow is correspondingly reduced in some defined correlation, a considerable reduction is achieved in regeneration energy usage.
(29) The control function enables the user to continuously reduce or increase the regeneration air flow rate based on the continuously varying process flow rate through the process sector. The use of use variable speed drives, based on several known methods, allows continuous varying of reactivation air flow. Similarly, this technology can also be used for continuous speed variance of the rotational speed of the wheel, also through a correlating control function.
(30) In a typical process drying/dehumidification system, the ambient air is passed through a cooling coil to reduce the moisture load and is cooled. A bypass damper modulates the airflow to be passed through the desiccant wheel and the remainder through the bypass. The mixed air is passed over heating/cooling sources and is tempered depending upon the requirement of the supply air. The regeneration flow is also controlled with the help of a damper generally positioned after the regeneration blower. The regeneration heat input can be electric, steam, gas burner or from a variety of heat sources that can elevate the temperature based on the specific design of the unit. This temperature is controlled by thermostat. Based on the conditions required in the drying bin, the mixed air is passed over a process heat input to provide the necessary drying temperature. The return air is cooled through a cooling coil and passed through the process sector and optionally the purge sector of the rotor. The face and bypass damper is used to control the flow that bypasses the dehumidifier. Air exiting the purge sector is recycled and mixed with the return air upstream of the cooling coil. This enables the dehumidifier to deliver drier air. The reactivation inlet temperature is controlled with a thermostat.
(31) The above exemplifies one embodiment wherein a smart dehumidifier system can be used to implement the method and device of the present invention in a drying process.
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(33) The formula of training used in this associative memory is the Hebb rule:
DW(j,k)=P(j)*P(k)*t
where:
(34) delta W (j, k)=variation of the weight of connection between the neuron H1 and the neuron H2 . . . Hn
(35) P(j)=output of neuron H1
(36) P(k)=output of the neuron H2
(37) t=factor or learning rate
(38) The algorithm described above can be utilised with suitable modification to various industrial applications, including reduction in the number of neurons. Each neuron represents a signal obtained from a moisture sensor, which in turn is collected, collated with other collected data, and a final determination made of the levels of moisture present versus the levels of moisture required, prompting the control means to send appropriate output signals to either add moisture or hasten the drying process, as may be required.
(39) This methodology can be applied in each of the embodiments described hereinbelow. While the embodiments are described in the form of examples, they are truly descriptive of the method of the invention.
EXAMPLE 1
Drying of Engineering Polymers
(40) Most engineering polymers, such as ABS, PA, PC, PET, PBT, PUR, and the like have polar groups inside the chemical chain structure. Those groups are responsible for the hygroscopic nature of the pellets. To produce high quality parts from hygroscopic plastic materials, it is mandatory to keep the moisture content of the processed material below an upper limit for the specific product. Otherwise, the residual water causes problems during processing and decreases structural and mechanical properties. Dimensional stability, increasing mechanical, acoustical and chemical properties of the products are some properties, which are influenced by moisture. Compounds based on polymers that are not themselves hygroscopic can sometimes cause problems because of hygroscopic additives.
(41) Drying requires a lot of energy. Process parameters are set based on specifications from the producer of the raw material. These parameters are independent from the moisture of the raw material. Consequently, this leads to a higher energy consumption than is necessary and to fluctuations of the residual moisture. Very often companies over-dry material (using higher temperature and longer drying time) to avoid any possible problems during the moulding or extrusion.
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(43) Controlled variables may include one or more of the following in any combination: Heat input to reactivation air Reactivation fan speed (to control reactivation airflow) Process fan speed (to control process airflow) Heat control to process air Cooling coil at process inlet Wheel rotational speed Regeneration of Desiccant beads/Desiccant tower switch Nitrogen dosing
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EXAMPLE 2
Dehumidification System Controlled Using Device of the Present Invention
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(46) Controlled variables include one or more of the following in any combination: Heat input to reactivation air Reactivation fan speed (to control reactivation airflow) Process fan speed (to control process airflow) Heat control to process air Cooling coil at process inlet Wheel rotational speed
EXAMPLE 3
Dehumidifier in Product Size Control
(47) In applications such as glass micro-beads, marble, choke, cement, construction material requires sifting to reach the desired dimensions. This is generally achieved through a Roto-sifter or vibrating sifter in the production stream. The process speed is strictly dependent on the moisture content as the quality and size of the sifting is regulated by the speed of the process, Moisture content in those materials causes them to tend to stick in the sifter. After the process of grinding, normally the material is dried or wetted sometimes to reach the right moisture to achieve the best production speed and the right size of the powder.
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EXAMPLE 4
Moisture Control in Load Control
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EXAMPLE 5
Moisture Control Process for Organic Food and Dyestuff Industries
(50) Typically, organic food and in general foodstuff including pet food need to be dried and moisture controlled during the production process. The materials are subjected to moisture control for two main reasons: rotten product, mildew and production problems, vitamins, proteins degradation. During the production process the product needs to be humidified with water or vapor to allow the right mix water-material for forming the final product and finally dried to obtain the correct deliverable moisture. The method of the invention, when applied to such processes enables control of the moisturizer and successively drying parameters in order to achieve the right quantity of moisture content in the final product. The flow speed of homogenizer depends on the viscosity of the product, and the system controls the amount of liquids pumped into the system. The present application includes a system that uses a device for measurement of moisture connected to a mixing machine, homogenizer, mixer and drier. This is depicted in
EXAMPLE 6
Online Moisture Measurement of Bulk Goods
(51) This example relates to moisture measurement of free flowing bulk goods such as grain, food products, fertilizer, salt, rice, sand, potato chips, sugar beet chips, gypsum, wood chips etc. The bulk goods are passed in round duct through moisture sensor as shown
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(53) It must be understood that the device and control method of the invention is not limited by the foregoing disclosure or the examples, which only illustrate preferred embodiments. Variations and modifications are possible without departing from the spirit and scope of the invention in any manner.