Industrial cleaning systems, including solutions for removing various types of deposits, and cognitive cleaning
A method is used for cleaning heat exchanger systems. The method is performed at a computer system having one or more processors and memory storing one or more programs configured for execution by the one or more processors. The method determines component percentages of a cleaning solution based, at least in part, on operational parameters of a heat exchanger system. The operational parameters include chemical composition of fluids passing through the heat exchanger system and operating temperatures of the fluids passing through the heat exchanger system. The component percentages of the cleaning solution include: (1) hydrogen peroxide. 2-90 wt. %: (2) a complexing agent. 3-30 wt. %: (3) water-soluble calixarene. 0.01-10 wt. %; and (4) water. The complexing agent includes a polybasic organic acid or a sodium salt thereof, or a derivative of phosphorous acid.
1 . A method of cleaning a heat exchanger system, comprising:
at a computer system having one or more processors and a memory storing one or more programs configured for execution by the one or more processors:
estimating a fouling level of the heat exchanger system based, at least in part, on measured performance parameters of the heat exchanger system, the performance parameters including rate of heat exchange;
generating a system performance cost model based on the estimated fouling level of the heat exchanger system;
determining component percentages of a solution for removing fouling in determining an initial cleaning recipe based on operational parameters of the heat exchanger system, the operational parameters including chemical composition of fluids passing through the heat exchanger system and operating temperatures of the fluids passing through the heat exchanger system;
generating a cleaning cost model based on the initial cleaning recipe;
calculating a cleaning schedule to minimize overall operational cost using both the system performance cost model and the cleaning cost model; and
executing the initial cleaning recipe at the heat exchanger system according to the calculated cleaning schedule,
wherein the solution is obtained from a formulation, and wherein the component percentages are determined to include:
hydrogen peroxide, 2-90 wt. %,
complexing agent, 3-30 wt. %,
water-soluble calixarene, 0.01-10 wt. %, and
water, and
wherein the complexing agent comprises a polybasic organic acid or a sodium salt thereof, or a derivative of phosphorous acid.
2 . The method of claim 1 , wherein:
executing the initial cleaning recipe includes:
mixing a plurality of components, based on the formulation, to generate the solution; and
applying the solution to fouling in the heat exchanger system, thereby generating gas via decomposition of the solution, resulting in fracturing of the fouling.
3 . The method of claim 2 , wherein:
the generated gas includes oxygen; and
generating the gas includes decomposition of hydrogen peroxide to generate the oxygen.
4 . The method of claim 2 , wherein decomposition of the solution is an exothermic decomposition process.
5 . The method of claim 1 , further comprising:
characterizing a fouling sample collected from the heat exchanger system during execution of the initial cleaning recipe;
determining an updated cleaning recipe based at least in part on characteristics of the fouling sample;
generating an updated cleaning cost model based on the updated cleaning recipe; and
executing the updated cleaning recipe at the heat exchanger system according to the calculated schedule.
6 . The method of claim 5 , wherein characterizing the fouling sample includes determining one or more of:
one or more chemical characteristics of the fouling sample;
one or more mechanical characteristics of the fouling sample; and
one or more physical characteristics of the fouling sample.
7 . The method of claim 5 , further comprising generating a three-dimensional synthetic model of the fouling sample based on the characteristics of the fouling sample.
8 . The method of claim 1 , wherein executing the initial cleaning recipe at the heat exchanger system includes one or more of:
determining a chemical composition of a fouling sample collected from the heat exchanger system;
determining a temperature at the heat exchanger system and adjusting the initial cleaning recipe in accordance with the temperature at the heat exchanger system; and
determining a pressure at the heat exchanger system and adjusting the initial cleaning recipe in accordance with the pressure at the heat exchanger system.
9 . The method of claim 1 , wherein determining the initial cleaning recipe based on operational parameters of the heat exchanger system includes:
retrieving previously generated cleaning recipes, from a repository, generated for one or more other heat exchanger systems having operational parameters correlated with the operational parameters of the heat exchanger system; and
generating the initial cleaning recipe based on the retrieved cleaning recipes.
10 . The method of claim 1 , wherein the complexing agent comprises a polybasic organic acid or a sodium salt thereof.
11 . The method of claim 1 , wherein the component percentages are further based on characterizing a fouling sample collected from the heat exchanger system.
12 . The method of claim 11 , wherein characterizing the fouling sample includes determining one or more of:
one or more chemical characteristics of the fouling sample;
one or more mechanical characteristics of the fouling sample; and
one or more physical characteristics of the fouling sample.
13 . The method of claim 11 , wherein characterizing the fouling sample further comprises generating a three-dimensional synthetic model of the fouling sample based on the characteristics of the fouling sample.
14 . The method of claim 1 , wherein determining the component percentages is further based on determining a temperature at the heat exchanger system and/or determining a pressure at the heat exchanger system.
15 . The method of claim 1 , wherein the component percentages further comprise an organic acid in an amount of 3-30 wt. %.
16 . The method of claim 15 , wherein the organic acid comprises acetic acid, formic acid, propanoic acid, butanoic acid, oxalic acid, citric acid, sulfamic acid, adipic acid, tartaric acid, acid anhydrides, or any combination thereof.
17 . The method of claim 1 , wherein the component percentages further comprise a decomposition stabilizer of peroxide compounds in an amount of 1-5 wt. %.
18 . The method of claim 17 , wherein the decomposition stabilizer of peroxide compounds comprises one or more of: sodium hexametaphosphate, potassium phosphate, sodium hydrogen phosphate, and sodium dihydrogen phosphate.
19 . The method of claim 1 , wherein the component percentages further comprise a surfactant in an amount of 0.5-2.5 wt. %.
20 . The method of claim 19 , wherein the surfactant comprises sulfenic acid, an alkyl phenol ethoxylate, or a mixture of sulfenic acid and alkyl phenol ethoxylate.
21 . The method of claim 19 , wherein the surfactant comprises a mixture of sulfenic acid with an alkyl phenol ethoxylate in the ratio of 2:1.
22 . The method of claim 1 , wherein the component percentages further comprise an inhibitor in an amount of 0.5-1.5 wt. %.
23 . The method of claim 1 , wherein the complexing agent comprises a water-soluble chelating agent.