| 
									
										
		  							 | 
          							
		  									  								 
		  									  							|
		  									  								 
		  									  							 | 
        						 
      						 
      					 | 
  					 
  					
    					 | 
   					 
   										
    					| Study on Rapid Detection and Strategy Optimization of Scale Inhibitor Based on Raman Scattering Technology | 
  					 
  					  										
						| CAO Jia-lei1, 2, 4, CHENG Zhi-yang3, WANG Jie1, 2, 4, JIA Hui1, 2, 4* | 
					 
															
						1. State Key Laboratory of Advanced Separation Membrane Materials, Tianjin 300387, China 
2. School of Environmental Science and Engineering, Tiangong University, Tianjin 300387, China 
3. State Key Laboratory of Green Papermaking and Resource Recycling, Key Laboratory of Pulp & Paper Science and Technology of Shandong Province/Ministry of Education, Faculty of Light Industry, Qilu University of Technology, Shandong Academy of Sciences, Jinan 250353, China 
4. Cangzhou Institute of Tiangong University, Cangzhou 061000, China
  | 
					 
										
						 | 
					 
				 
				
				
					
						
							
								
									
										
											
                        					 
												
													
													    | 
													    	
														 | 
													 
																										
													
														
															
													
													    | 
													     		                            						                            																	    Abstract  Scale inhibitors play a critical role in reverse osmosis systems, and their trace detection is of great significance for ensuring the efficient and stable operation of the system. However, traditional ultraviolet-visible spectrophotometry (UV-Vis) has limitations in terms of sensitivity and accuracy. This study employs Raman scattering (RS) and surface-enhanced Raman scattering (SERS) technologies to develop a rapid detection method for the scale inhibitor aminotrimethylene phosphonic acid (ATMP) in reverse osmosis (RO) systems, comparing the performance and practical applicability of different methods. The results show that RS and SERS significantly outperform UV-Vis in terms of sensitivity, accuracy, and resistance to interference, with rapid response times. RS achieves detection times of less than 4 minutes within a range of 0.5~1.0 mg·L-1, making it suitable for rapid quantitative detection of ATMP in concentrated water; SERS technology exhibits a higher sensitivity range in 0.1~0.5 mg·L-1, making it suitable for precise identification of trace amounts of ATMP in feedwater. In industrial background water samples, RS and SERS maintain low error rates even under typical ionic and organic interference, demonstrating potential practical application prospects. Based on the characteristics of the applicable concentration ranges for RS and SERS, this study optimized the detection strategies for ATMP in feedwater and concentrated water, providing a feasible technical approach for efficient monitoring of scale inhibitors in RO systems.
																										     | 
														 
														
														
															| 
											   							Received: 2025-03-26    
						    						    							Accepted: 2025-08-26    
						    						    						    																				    
															 | 
														 
														 														
															| 
																
															 | 
														 
																																									    														
															| 
																Corresponding Authors:
																JIA Hui   
																																 E-mail: wangjie@tiangong.edu.cn
															    													     		
													     	 | 
														 
																																												 
															 | 
											
														 
														
													 
													
												 
												
												
													
														  
															 [1] Al-Roomi Y M, Hussain K F. Desalination, 2016, 393: 186.  
[2] Feng J, Gao L, Wen R, et al. Desalination, 2014, 345: 72.  
[3] ZHANG Zhen-zhong, XIAO Yi, GUO Yong(张振忠, 肖 怡, 郭 永). M-Sized Nitrogenous Fertilizer Progress(中氮肥), 2011, (4): 61. 
[4] Lu X, Javanmardi N, Wang F Y, et al. Journal of Luminescence, 2021, 231: 117778.  
[5] Qiang H, Xia M Z, Wang F Y, et al. Journal of Molecular Liquids, 2021, 341: 117442.  
[6] Xie X, Feng S S, Lei W, et al. Dyes and Pigments, 2022, 207: 110659.  
[7] Costa J C S, Ando R A, Sant'Ana A C, et al. Physical Chemistry Chemical Physics, 2012, 14(45): 15645.  
[8] Proniewicz E, Piergies N, Ozaki Y, et al. Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 2013, 103: 167. 
[9] Yue L, Shi S Y, Zheng S X, et al. Journal of Applied Polymer Science, 2024, 141(21): e55404.  
[10] Mady M F, Karaly A H, Kelland M A. ACS Applied Nano Materials, 2023, 6(8): 6739.  
[11] Cheng G H, Fan J L, Sun W, et al. Analyst, 2013, 138(20): 6091.  
[12] ZHANG Wen-juan, LI Ying, GUO Jin-jia, et al(张文娟, 李 颖, 郭金家, 等). Spectroscopy and Spectral Analysis(光谱学与光谱分析), 2013, 33(5): 1249. | 
														 
														
													 
												 
												
													
														
															
																
																																																																																						
																				
																					| [1] | 
																					TIAN Tian1, 2, CHANG Fa-xian1, 2, ZHANG De-qing1, 2, SI Min-zhen1, 2, YANG Yong-an1, 2*. Preparation of Silver Film Based on Odontotermes Formosanus Wings and SERS Detection of Harmful Substances[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2024, 44(05): 1233-1238. | 
																				 
																			
																																																																																																									
																				
																					| [2] | 
																					YUN Sheng1, 2, ZHANG Yuan1, 4, ZHANG Sheng4, ZHANG Zhi-bin1, 4, DENG Yan-yan1, 2, TIAN Liang3, LIU Zhao-hong1, 2, LIU Shuo1, 2, ZHANG Yong2, WANG Yu-lei1, 2, LÜ Zhi-wei1, 2, XIA Yuan-qin1, 2, 4*. Research Progress of Femtosecond Coherent Anti-Stokes Raman Scattering Spectroscopy Thermometry[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2024, 44(04): 901-909. | 
																				 
																			
																																																																																																									
																				
																					| [3] | 
																					WANG Wei, PAN Zhi-feng*, TANG Wei-yue, LI Yun-tao, FAN Chun-zhen . Research on Early Diagnosis of Gastric Cancer by the Surface Enhanced Raman Spectroscopy of Human Hemoglobin [J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2015, 35(12): 3402-3405. | 
																				 
																			
																																																																																																									
																				
																					| [4] | 
																					XIONG Yang1, LI Yun-tao1, GUO Yan2, RAO Feng-fei1, ZHANG Jian-min1, SI Min-zhen3, LIU Ren-ming3, TANG Wei-yue1*. Analysis of Surface Enhanced Raman Scattering Spectra of Oxyhemoglobin for Liver Cancer with Combined Multivariate Statistics[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2012, 32(09): 2427-2432. | 
																				 
																			
																																																																																																									
																				
																					| [5] | 
																					SHI Xiu-min1, 2, JIANG Rui1, SONG Wei2, ZHAO Bing2*. Spectroscopy of Ag(Ⅰ), Cd (Ⅱ) Complexes with 4-Mercaptopyridine [J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2012, 32(06): 1588-1591. | 
																				 
																			
																																																																																																									
																				
																					| [6] | 
																					SUN Xian-wen, WANG Bei, MO Yu-jun . Surface-Enhanced Raman Scattering Spectra of Rh6G Adsorbed on Ag Nanowire Arrays [J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2010, 30(09): 2401-2404. | 
																				 
																			
																																																																																																									
																				
																					| [7] | 
																					ZHAO Zhi-gang1, ZHAO Wei1*, Claire Gu2, HUANG Song-ling1 . A Spectrum Signals Detection Method for Surface Enhanced Raman Scattering under High Fluorescence and Background Noise [J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2010, 30(08): 2146-2150. | 
																				 
																			
																																																																																																									
																				
																					| [8] | 
																					WANG Rui-min, CHEN Guang-de. LO Phonon-Plasmon Coupled Mode in Hexagonal InGaN Alloy[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2009, 29(01): 138-141. | 
																				 
																			
																																																																																																									
																				
																					| [9] | 
																					SUN Ru, GU Ren-ao*. Electrochemical Character of Gold/Silver Nanoparticles and SERS Studies on Benzidine[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2006, 26(12): 2240-2243. | 
																				 
																			
																																																																																		 
														 | 
													 
												 
											 
											
											 
											
											 
										 
									 | 
								 
							 
						 | 
					 
				 
			
		 |