Application of simple random search approach for reinforcement learning to controller tuning parameters
US-2021132587-A1 · May 6, 2021 · US
US11572818B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-11572818-B2 |
| Application number | US-202117214948-A |
| Country | US |
| Kind code | B2 |
| Filing date | Mar 29, 2021 |
| Priority date | Sep 27, 2020 |
| Publication date | Feb 7, 2023 |
| Grant date | Feb 7, 2023 |
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The disclosure relates to a self-adaptive oil spraying control system and method for a biodiesel engine. The control system includes an exhaust pipe, a gas sensor, a control module and an oil sprayer, wherein the exhaust pipe is connected to the oil sprayer, the gas sensor is mounted in the exhaust pipe, and the gas sensor and the oil sprayer are connected to the control module respectively. According to the control method, a main spray advance angle of the engine is subjected to closed-loop control directly through comparison between an idling steady state NOx emission signal and an idling steady state NOx emission value of pure diesel when the engine uses the biodiesel, so that emission of NOx in the exhaust is reduced. Compared with the prior art, the disclosure has the advantages of no need of detecting a biodiesel ratio, high efficiency, good effect and the like.
Opening claim text (preview).
What is claimed is: 1. A self-adaptive oil spraying control system for a biodiesel engine, comprising an exhaust pipe, a gas sensor, an electronic control unit (ECU) and an oil sprayer, wherein the exhaust pipe is connected to the oil sprayer; the gas sensor is mounted in the exhaust pipe; the gas sensor and the oil sprayer are connected to the ECU respectively; and a self-adaptive oil spraying control program is embedded in the ECU, wherein the ECU is configured to acquire a NO x emission standard value, and the ECU is configured to start the engine added with pure diesel, control the engine to be stable under the working condition of idling, acquire an output signal of the gas sensor, and acquire a NO x steady state emission value to serve as the NO x emission standard value, wherein the gas sensor is a NO x sensor, wherein the ECU is configured to determine whether a delay angle of main spray timing is greater than zero, such that a main spray advance angle of the biodiesel engine is controlled by directly comparing an idling steady state NO x emission signal and an idling steady state NO x emission value of the pure diesel, without detecting a proportion of a biodiesel outside or inside of the engine. 2. The self-adaptive oil spraying control system for the biodiesel engine according to claim 1 , wherein there is a plurality of oil sprayers; and the plurality of oil sprayers are connected to the ECU respectively. 3. The self-adaptive oil spraying control system for the biodiesel engine according to claim 1 , wherein the ECU is a vehicle-mounted electronic control unit (ECU). 4. A self-adaptive oil spraying control method for a biodiesel engine applied to a self-adaptive oil spraying control system, wherein the self-adaptive oil spraying control method comprises: Step 1: acquiring a NO x emission standard value; Step 2: acquiring a NO x steady state emission value in real time; Step 3: determining whether the NO x steady emission value acquired in Step 2 is greater than the NO x emission standard value, if yes, performing Step 4, otherwise, performing Step 5; Step 4: performing self-adaptive control on main spray timing according to a difference value between the NO x steady state emission value and the NO x emission standard value until the difference value between the NO x steady state emission value and the NO x emission standard value is zero, and then performing Step 5; Step 5: determining whether a delay angle of the main spray timing is greater than zero, if yes, performing Step 6, otherwise, performing Step 7, such that a main spray advance angle of the biodiesel engine is controlled by directly comparing an idling steady state NO x emission signal and an idling steady state NO x emission value of pure diesel, without detecting a proportion of a biodiesel outside or inside of the engine; Step 6: adjusting oil spraying map in an electronic control unit (ECU) of the self-adaptive oil spraying control system and then returning to Step 3; and Step 7: completing self-adaptive oil spraying control, wherein the Step 1 is as follows: starting the engine added with the pure diesel, controlling the engine to be stable under the working condition of idling, acquiring an output signal of a NO x sensor by the ECU, and the acquiring of the NO x steady state emission value to serve as the NO x emission standard value. 5. The self-adaptive oil spraying control method for the biodiesel oil engine according to claim 4 , wherein the Step 2 is as follows: starting the engine added with the biodiesel in any proportion, controlling the engine to be stable under the working condition of idling, acquiring the output signal of the NO x sensor by the ECU. 6. The self-adaptive oil spraying control method for the biodiesel oil engine according to claim 4 , wherein the self-adaptive control in Step 4 is a closed loop feedback control. 7. The self-adaptive oil spraying control method for the biodiesel oil engine according to claim 6 , wherein a transfer function of the closed loop feedback control is as follows: G 1 ( s ) = R ( s ) Y ( s ) = K p + K i s + K d s H ( s ) H(s) being a feedback control function, K p being a proportional constant, K i being an integration constant, and K d being a differential constant. 8. The self-adaptive oil spraying control method for the biodiesel oil engine according to claim 4 , wherein the Step 6 is as follows: if the delay angle of the main spray timing is greater than zero, the oil spraying map in the ECU is adjusted, and all the main spray timing in the oil spraying map is delayed according to the delay angle of the main spray timing.
Control thereof, e.g. control of injectors or injection valves · CPC title
with means for controlling injection timing or duration · CPC title
using adaptive learning · CPC title
of the exhaust gases emitted by the engine · CPC title
Adjusting the fuel composition or mixing ratio; Transitioning from one fuel to the other · CPC title
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