Currently, the most of domestic enterprises move to the modern automation equipment and work with
advanced process control systems in practice using by technical abilities of microprocessor
technologies for the improvement technological and economical effect. Advanced process
control systems are wide class of system from extended regulators such as compensators, ratio control
systems, Smith predictors and others to multivariable control systems for huge technological objects. The last one includes in a lot of virtual analyzers all of that allow controlling the quality of end
products in automatic mode. The accumulated experience of application of advanced process control
systems suggests more than 50% decrease the typical deviation of the product specification in
comparison with control systems based on the classical control methods.
However, now a day classical control methodologies have not lost their relevance as the simplest in
the implementation and well-studied way of regulating technological parameters and are widely used
in control systems on the operational level. In work the problem of calculating the parameters of
typical regulators for technological processes with several control actions and several output
parameters is considered. An automated way of PI and PID regulators setting in the control system
with a centralized structure for dynamic objects characterized by the arbitrary dimension, cross links
and various delay in the control channels is proposed.
Description of the technological process in an oil-gas separator:
The crude-oil emulsion is a mixture of oil, associated petroleum gas and deposit water. It inputs in an
oil-gas separator either directly from a production oil well, but more often from an oil-dehydration
plant. The apparatus heats the emulsion for dehydrating of crude oil and then it knocks down the
oil.The target (output) parameter of a heating system in the the oil-gas separator is the oil emulsion
temperature, which is measured in a typical scheme of the control system and regulated by changing
the consumption of fuel gas. The total amount of oil emulsion suppling to the plant is controlled and
varies widely. As a rule, this parameter is not stabilized due to the specifics of the technological
process of a crude-oil treatment plant. It is one of the main perturbation influences for the heater
control system. The ratio of the amount of water and oil in the crude-oil emulsion is set by the
hydrometric content and also widely varies, affecting on the quality of the regulation.
In order to heat the crude oil emulsion in the oil-gas separator, gas is supplied to the gas-fired
burners (in practice, oil-well gas is given off the crude oil in the oil-gas separator and then it supplies
to the gas burners). The flow, temperature and pressure of the gas are measured, the flow rate is
regulated. Due to an uncontrolled change in the gas composition, the calorific value of the product will
be to undergo change.
The air necessary for combustion of fuel gas supplies to the combustion zone naturally. Air
parameters namely temperature and humidity affect the process heating the crude oil emulsion, but, as
a rule, these parameters are not included in the regulating scheme and treated as additional
uncontrolled perturbation influences.
The listed (the list is not complete) factors lead to lower quality of the regulation the oil emulsion
heating and also the dehydration process too in traditional automatic control systems. As a result, in
general the efficiency of the oil production and treating processes is reduced. Thus, the application of
modern control methodologies for the control of the oil-gas separator becomes relevant.
Dynamics of the heating process the crude oil emulsion:
The dynamics of thermal processes in the heater is quite complicated. A lot of assumptions and
simplifications have been done in the mathematical model synthesis of the technological process of the
crude oil emulsion heating.
The process of heat transfer from combustion gases to the crude oil emulsion flow is carried out
through the thickness and surface of the flame tubes, therefore, the regularities of thermal conductivity
and heat transfer will be characteristic for this process. A thermocouple measuring the output
temperature of the emulsion is installed in the immediate proximity to the flame tube. For this reason,
the regularities of convective heat transfer in the heating zone will not be taken into account for
simulation the heating dynamics along the fuel gas control channel.
As opposed to the fuel gas, the emulsion flow supplying the preheater performs is heated through
the convective heat transfer exchange, i.e. mixing with the already warmed-up emulsion layers. The
direct contact of the input streams with the flame tubes is constructively excluded. As a result, the
mixing intensity factors, estimated by the period of time of the particles in the plant, acquire additional
significance.
Taking into account the short analysis of the technological process of the emulsion heating and
recommendations, the dynamics of the oil-gas separator along the emulsion heating channel will
be realized as a sequence of aperiodic dynamic elements of the first order.
The value of the target parameter namely the temperature of the crude oil emulsion at the output of the
heating section is determined from the equation:
tem out=tem in+0.01Vgas real n RELcaloric / Gem real Cem
The following input signals support to the simulation model:
– Volume flow of fuel gas in the heating section V_gas_real, m3/h;
– Mass consumption of oil emulsion in the heating section G_em_real, t/h;
– Temperature of oil emulsion on the input to the heating section t_em_in (Твх), °С;
– Relative calorific value of fuel gas Rel_caloric, MJ/m3;
– Heat capacity of the oil emulsion C_em is the, MJ/t °С.
Two-loops cascade control system of the oil emulsion temperature
In order to improve the control quality of the oil-gas separator, we offered stabilizing the
ration of flows with correction to the target parameter of the control object. In contrast to the
traditional regulating scheme of the crude oil emulsion temperature in the heating section of the plant,
we propose to stabilize a ratio of the virtual values. The leading control channel in this system is set a
ratio which is connected with the heat flow necessary for the emulsion heating. The slave control
channel is minimized the unbalanced signal regulating the heat flow associating with the supply rate of
the fuel gas.
The functional diagram of the advanced process control system for regulating the crude oil
temperature T_em_out in the oil-gas separator is shown in Fig. In the discussed system the main
perturbation influences are the change in the composition and density of the fuel gas, the fluctuations
in the flow rate and the hydrometric content of the emulsion. Data is transmitted through two control
channels, namely the calorific value of the gas and the heat content of the emulsion. And then the
control system compensates the listed perturbation influences. The errors of virtual analyzers and
uncontrolled disturbances for example, daily fluctuations associated with changes in ambient
temperature, are taken into account by the main regulator.
Advanced process control system structure
To stabilize the ratio REgas/Eem, the main controlled perturbations such as the rate flow and
hydrometric content of the emulsion, and also the gas density should not affect the emulsion
temperature at the output of the oil-gas separator. If, due to an uncontrolled change in the thermal
characteristics of the plant, the output variable T_em_out is deviated from the set value T_em_set, the main
controller automatically connects to the control process and changes the set point Ratio_set .
To exclude the "rocking" of the proposed cascade control system, it is necessary to prohibit the
simultaneous start-up of regulators during the simulation. When the oil-gas separator control system
starts up, the ratio controller operates the process to the set point given by the master controller. To
realize this requirement, a different sampling time for master and slave regulators was used in the
simulation model of the control object.
Finally,
1. The virtual analyzers for calculating the qualitative indicators of input flows, namely the total
heating value of the fuel gas flow; the heat content (amount of heat consumed) of the oil emulsion and
also the ratio of these parameters.
2. The slave regulator controls the ratio between the total heating value of the fuel gas flow and
the amount of heat necessary to heat the emulsion to a given temperature. The output signal from this
regulator operates the valve installed on the fuel gas pipeline.
3. The master regulator generates a set point for the slave regulator.
The proposed advanced process control system is intended for the two-loop cascade regulation the
oil emulsion heat through the ratio of heat flows. The adequacy of the described above solutions has
been verified through the simulations in the Matlab software. The maximum effect is achieved under
the condition that perturbations affecting the master regulator will appear much less frequently than
disturbances of the slave regulator. For example, diurnal fluctuations in the thermal characteristics of
the oil-gas separator are taken place more rarely than the hourly pulsations of the load of the emulsion
discharge. The settings of the master and slave regulators should be selected in such a way that the
upper regulator "does not swing" the lower one.
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