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        Melatonin intervention to prevent delirium in hospitalized patients: A meta-analysis

        2022-06-29 09:26:08WeiYouXiaoYuFanChengLeiChenCongNieYaoChenXueLianWang
        World Journal of Clinical Cases 2022年12期
        關(guān)鍵詞:教學(xué)

        lNTRODUCTlON

        Delirium, also known as the state of conscious confusion, is a disorder of consciousness (which is the clarity of perceiving the environment), changes in consciousness (including changes in thinking),cognitive disorders, mental illness, and sleep-wake movements. The delirium is a recognized Complications of medical diseases, especially elderly patients, which is related to the mortality rate, and increase in Hospital costs[1,2]. In the palliative care setting, it is reported that the prevalence of delirium on admission is 20%-42%, and as high as 88% in the last few hours or days of life. Delirium is an acute neurocognitive disorder, in which a person's awareness of the surrounding environment is reduced, and attention disorder is its core feature; other mental deficits and perceptual abnormalities may also occur[3]. The collective symptoms of delirium can affect patients due to these characteristics and accompanying changes in psychomotor dysfunction or attention deficit hyperactivity disorder. Delirium is a symptomatic disorder, and its clinical management is challenging, especially when psychomotor agitation is present. This is especially true in the case of advanced disease and hospice care, where the patient's physical and functional decline can lead to a high degree of vulnerability to delirium (such as infections and adverse drug reactions)[5-6]. When delirium appears, it is associated with a mortality rate of 10% to 75%, although death may be more related to both advanced age and delirium. It is estimated that drug-induced delirium accounts for 22% to 39% of all cases. A study involving elderly hospitalized patients found that in their study population, the most likely cause of delirium was drug use[7-10].Antipsychotics and anti-anxiety agents are FDA-approved therapies for the treatment or prevention of delirium; however, data have revealed their lack of efficacy and the risk of serious side effects[11].

        將計算結(jié)果(U1,M1,V1)發(fā)送給用戶,用來驗證傳感器的身份。用戶在手機(jī)端的計算如公式(6)—(7):

        由式(6)可知,等式右邊的電流對應(yīng)臨界換相時間面積,等式左邊對應(yīng)換相電壓時間面積。若換相電壓時間面積在換相線電壓變?yōu)樨?fù)時還沒達(dá)到臨界換相時間面積,此時換相尚未結(jié)束而閥側(cè)電壓變?yōu)檎颍瑩Q相角無法求解。因此不發(fā)生換相失敗的前提是換相角可以求解,且換相結(jié)束之后換流閥足以恢復(fù)阻斷能力,即滿足式(10)。

        Subgroup analysis is also a commonly used method to identify heterogeneity in a meta-analysis. It investigates the source of heterogeneity from the perspectives of clinical and methodological heterogeneity, and it can incorporate the issue of effect size by referring to homogeneity research. According to the characteristics that may cause heterogeneity, the different types of experimental patients were analyzed in subgroups. In terms of the grouping of patients, the patients were divided into three subgroups: inpatient surgical patients, inpatient medical patients, and inpatient ICU patients. This is shown in the Forest diagram. Both the surgical group and the internal medicine group demonstrated statistical significance (

        < 0.05), but not the ICU group (

        > 0.05). Sensitivity analysis was performed on the analysis results. Two effect models (fixed and random) were used. After each study was eliminated one by one, the meta-analysis was performed again. The results found that the surgical group had high heterogeneity, indicating that the source of heterogeneity was not the research literature. Considering that many factors cause delirium, it is not possible to blindly adopt the random effect model to merge the effect size; following exclusion of the article by Stuti[27] in the internal medicine group, the combined effect size of the meta-analysis changed markedly, indicating that the source of heterogeneity in the internal medicine group was due to Stuti J, suggesting that the results of this study were robust.Individual studies were excluded one by one following subgroup analysis, and the sensitivity analysis approach of analyzing the difference between the combined effect size and the total effect size of the remaining studies, also known as impact analysis, was used. Among hospitalized patients in internal medicine, the effect sizes after excluding studies one by one were all within the 95%CI value of the total effect size. Therefore, they had little effect on the total combined effect size and were acceptable. The original meta-analysis results were strengthened to make them more convincing.

        MATERlALS AND METHODS

        Document retrieval

        The search was conducted using operating system principles (P: PIC, which stands for the research object; I: Search strategy, which stands for the search object); C: Comparison strategy, realization; O:Search research design, research design. The databases PubMed, Web of Science, Cochrane Library,Embase, and Chinese databases, including China Biomedical Literature Database, Wanfang Data Medical Journal Library, Weipu Database, CNKI,

        were searched. The search period was from establishment of the database through June 2021. Chinese database search terms were: (Melatonin) and(OR delirium neurocognitive impairment) and (randomized controlled trial or randomized controlled or randomized) and English database search terms were "melatonin" and "Delirium" and 'randomized controlled trials' or 'randomized controlled trials' or 'randomized'.

        Search strategy

        The following search terms were used: ("Delirium" [Mesh]) OR (title) (acute subdelirium [title/abstract])OR (delirium, sub [title/abstract]) OR (delirium, acute sub [title/abstract] OR (Sub-Delirium[title/abstract]) or (Mixed Origin Delirium [abstract]) OR (Mixed Origin Delirium [title/abstract]) OR(Mixed Origin Delirium [title/abstract]) AND (Melatonin [title/abstract]) AND (Randomized Controlled Trial [Publication Type] OR (Randomized [title/abstract] AND Control [title/abstract] AND Trial [title/abstract]). This study has been registered on the PROSPERO website (No. CRD42021264902).

        要想深化金融管理的有關(guān)工作,不僅需要進(jìn)行對比工作,有關(guān)的金融機(jī)構(gòu)也需要設(shè)置相應(yīng)的風(fēng)險變化評估系統(tǒng),通過借助縱向?qū)Ρ鹊男问?,可以及時地掌握企業(yè)在經(jīng)濟(jì)活動中的變化情況,比如信貸規(guī)模,有關(guān)的工作人員需要充分研究貸款的數(shù)量,對于企業(yè)的各種金融活動所存在的潛在風(fēng)險做出一定的評估。要是產(chǎn)生的風(fēng)險超出了預(yù)期,就需要及時地控制信貸規(guī)模,這樣可以有效地保障金融機(jī)構(gòu)和全社會的金融穩(wěn)定。

        Inclusion and exclusion criteria

        Inclusion criteria were: (1) Research subjects: clinically hospitalized patients, including patients in surgery, internal medicine, and ICU, the criteria for diagnosing delirium were determined by the CAM= Delirium Confusion Assessment (CAM) criteria[14,15]; (2) Intervention measures: The selected study was an RCT, and there were no significant differences between the experimental group and the control group before the experiment; and (3) Outcome indicators: the main observation indicator was RR(Relative risk).

        教師A在反思日志中不斷反思課堂教學(xué),其經(jīng)驗性知識和接受性知識在實踐過程中通過反思而實現(xiàn)互相轉(zhuǎn)化和促進(jìn)教師專業(yè)發(fā)展。其在反思日志中也不斷提到之前自己所學(xué)過的教學(xué)理論,若不進(jìn)行及時的反思,這些理論無法和自己的教學(xué)實踐結(jié)合起來就無法真正內(nèi)化為自己的經(jīng)驗性知識,更無法促進(jìn)自身專業(yè)發(fā)展。因此,定時、有規(guī)律的反思,是教師從實踐者向研究者轉(zhuǎn)變的有效途徑。

        The overall effect of melatonin in all selected samples showed that it prevented delirium in hospitalized patients. Overall homogeneity (

        = 62%,

        < 0.0003) indicated multiple studies, and there was heterogeneity between the data; therefore, the random-effects model was used for analysis, but subgroup analysis was needed to determine the heterogeneity between multiple sets of data in this meta-analysis,as shown in Table 2 and Figure 4 (Forest map).

        Study selection and data extraction

        Two researchers who had received systematic evidence-based training performed the literature assessment and data extraction. They independently read, screened, and retrieved relevant content based on the inclusion and exclusion criteria. Excel entry was used to extract data, the first author Wei You completed the literature screening, and data extraction was completed by author Χiaoyu Fan. After completion, cross-checking was carried out. If there was disagreement, this was resolved by discussion or joint negotiation with the third author Cheng Lei. The relevant data extracted from the included studies were the title, first author, publication time, research country (region), sample size, intervention time, evaluation indicators, and other information.

        Quality assessment and publication bias

        收集風(fēng)機(jī)由玻璃鋼制成,適合室外安裝,外殼隔音罩為304SS材質(zhì)。收集風(fēng)機(jī)為側(cè)吸式離心風(fēng)機(jī),臥式安裝。葉輪進(jìn)行平衡校正,轉(zhuǎn)速滿足最高轉(zhuǎn)速的110%。葉輪有足夠的剛度,搬運(yùn)和運(yùn)轉(zhuǎn)中不會產(chǎn)生變形。風(fēng)管與風(fēng)機(jī)連接應(yīng)用軟連接方式,防止振動通過管道傳遞。

        Statistical analysis

        In the groups of patient (surgery, internal medicine, ICU), their

        were 75%, 45%, and 36%,respectively, indicating that there was no obvious heterogeneity in internal medicine patients in the subgroups; but if the three subgroups were combined,

        was 61% indicating that there was heterogeneity, the intervention effect of melatonin in preventing delirium in different hospitalized patients was inconsistent, and the different types of hospitalized patients were the source of the heterogeneity.Melatonin had a stronger effect in reducing the incidence of delirium in hospitalized medical patients,according to subgroup analysis (

        < 0.01) as shown in Figure 8. Therefore, Stuti's[27] article was eliminated. Following removal of this study, the heterogeneity test was performed again. The results showed that the remaining 6 documents did not demonstrate heterogeneity (

        = 45% < 50%,

        = 0.1).After elimination of this study, the fixed-effects model was used to combine the effect size.

        RESULTS

        Characteristics of the included studies

        The flowchart of the research selection process is shown in Figure 1. The literature search retrieved 217 related documents from the Chinese and English databases. The document management software deleted 173 duplicate documents, read the titles and abstracts, and eliminated a total of 63 articles including reviews, systematic reviews, reviews, and animal experiments. Further research included reading the full text, deleting contents with inconsistent research data or inconsistent intervention measures/control measures (90 documents), excluding non-RCT literature (1), and one study with inconsistent outcome indicators was excluded. A total of 18 articles were finally re-analyzed, and the functions of the re-study are shown in Table 1. The basic characteristics of the literature in 18 articles were reviewed[16-33] and published in 2010-2021. The languages of the included literature are English and Chinese, and the study included 16 English articles and 2 Chinese articles. A total of 521 studies were involved. All included studies were divided into the control group and experimental group. The intervention in the experimental group was melatonin, and the intervention in the control group was a placebo (Table 1).

        The experimental group was given melatonin to prevent delirium, and the control group was given placebo to prevent delirium.

        Learning quality assessment

        This study included 18 RCTs, 18 of which were of high quality, 6 of which scored 6 points, 7 of which described the method of random allocation sequence in full, and 18 assessed subjects using a blind approach. All trials provided complete data and no other potential risk of bias. The risk of bias in selective reporting was low. As shown in Figure 2, the standard was "+" and the standard "-" was not met. Figure 3 shows a statistical chart of the proportion of each item in the literature quality evaluation.See Figure 2 and Figure 3 for details.

        Meta-analysis results

        The exclusion criteria included: reviews, conference papers, systematic reviews, dissertations, animal experiments, repeat publications, unavailable full text or incomplete data extraction, low quality of the literature or obvious research flaws; already suffering from mental illness before admission, patients with abnormalities, severe sensory disturbances, history of depression or delirium, or long-term use of antipsychotic drugs.

        Heterogeneity test

        The 18 documents in this study were tested for heterogeneity, and it was found that

        = 62% > 50%, and the Q test showed

        = 0.0003 < 0.1, suggesting that the documents selected in this study were heterogeneous. Further investigation using Rabe diagrams and star diagrams indicated that there was a strong possibility of heterogeneity in the literature with regard to different patient types (Figures 5 and 6).Therefore, heterogeneity testing was required.

        Sensitivity analysis

        Sensitivity analysis is a method of testing the stability of results obtained under certain assumptions bychanging some important factors that affect the combined results, such as inclusion criteria, literature evaluation, loss to follow-up, and different effect sizes, and then re-analyzing the data. The results before and after changing the conditions were compared, to judge the stability of the meta-analysis conclusions. A sensitivity analysis of the 18 articles found that different types of hospitalized patients had a greater impact on the heterogeneity, and it was necessary to further determine the source of heterogeneity (Figure 7).

        Subgroup analysis

        Melatonin (N-acetyl-5-methoxytryptamine) is a hormone produced by the pineal gland in the brain from the amino acid tryptophan. Synthetic melatonin supplements have been used for various medical conditions, especially sleep-related diseases, and have proved to be successful[12]. Delirium is characterized by a disturbance in the circadian sleep-wake cycle, which leads to the hypothesis that the neurotransmitter melatonin and associated metabolic changes are involved in the pathogenesis of delirium. After admission, especially after admission to the intensive care unit (ICU), the metabolism of melatonin is disturbed, all of which are factors that cause delirium. These characteristics suggest an association between melatonin abnormalities and delirium. Although there is still a lack of evidence of causality[2], melatonin regulates the body’s sleep-wake cycle, season, and circadian rhythm[13]. It is a sleep-improving substance. Oral melatonin has been widely used nationally and internationally.Although melatonin depletion is considered to be one of the mechanisms of delirium, there have been some studies on the effect of melatonin on the prevention of delirium; however, there are differences in the various research results. Therefore, this study analyzed randomized controlled trials (RCTs) of melatonin interventions to prevent delirium using a meta-analysis, aiming to quantitatively synthesize the results of multiple studies to provide more reliable quantitative results and to target patients in different situations. The best intervention measures to prevent delirium in hospitalized patients are recommended to provide evidence-based data and serve as a basis for the prevention and clinical treatment of delirium in hospitalized patients.

        Review Manager 5.3 and Stata 15.0 software were used to conduct a meta-analysis on the extracted data.Subgroup analysis was conducted to analyze the heterogeneity of the included study results, and the corresponding effect model was selected based on the results: if

        ≥ 0.1 and

        < 50%, this indicated that the statistical heterogeneity between the studies was acceptable. A fixed-effects model was chosen for data merging; if

        < 0.1 and

        ≥ 50%, this indicated that the clinical heterogeneity between studies was large, and the source of heterogeneity was assessed or a random-effects model was chosen for data merging. Two categories of delirium incidence and relative risk (RR) were selected for analysis, and the 95%CI was calculated. When necessary, a sub-analysis of potential heterogeneity factors was performed,as well as an analysis to test the data.

        Bias test

        To determine whether there was publication bias in this study, a funnel chart was developed. The funnel chart for this study is shown in Figure 9. The funnel chart results of hospitalized patients in internal medicine showed a symmetrical distribution, suggesting that the publication bias of the included literature was small.

        DlSCUSSlON

        Delirium is characterized by dramatic changes in cognition, which are accompanied by changes in consciousness and in mental state, and these changes will fluctuate over time[34]. The incidence of delirium on admission is 11%-33%. The number of elderly patients in the emergency department,internal medicine, and surgery wards of general hospitals has increased by 6%[35-37].

        In palliative care, the clinical management strategy for delirium episodes is to identify and treat correctable precipitating factors if they are consistent with the patient's desired treatment objectives;when the desired care goals are completely focused on comfort or delirium, the clinical management method is to identify and treat correctable precipitating factors. When episodes are difficult to treat, the therapeutic intervention must focus on symptomatic management of painful symptoms, such as perceptual disturbance or agitation. Antipsychotic drugs have been advocated for the first-line pharmacological treatment of painful delirium symptoms[38,39]. However, there is evidence that antipsychotic drugs have no preventive effect on delirium in hospitalized adults, and their therapeutic effects are limited[12,40,41]; in a recent trial of palliative care patients, antipsychotic drugs were less effective than placebo. Exacerbation of mild to moderate delirium can occur[42]. The proposed overall management approach is shifting to larger preventive measures, especially non-pharmacological interventions, and minimizing the use of antipsychotic drugs[43]. Multi-component non-pharmacological interventions,including maintenance of sleep hygiene, have significant effects in preventing delirium in the elderly[44,45], but in studies of palliative care populations, similar interventions plus suppressive therapy have not been effective in preventing delirium. Sleep-wake cycle disorder is not the core diagnostic criterion for the diagnosis of delirium, but it is reported that the prevalence of delirium in cancer patients is between 75% and 100%[46,47]. Although the pathophysiology of delirium is complex and not fully understood,melatonin disorders and related sleep-wake cycle disturbances are thought to be contributing factors to delirium. This is consistent with the initiation and maintenance of sleep; it plays an important role in the regulation and synchronization of the sleep-wake cycle and circadian rhythm[48]. According to reports,melatonin circadian rhythm disorders are found in postoperative patients and critically ill patients,especially in sepsis patients[49-51]. Melatonin disorders have therefore been confirmed in the majority of clinical patients with the highest risk of delirium, and this is the main hypothetical basis for the exogenous use of melatonin to prevent delirium. Postoperative delirium is closely related to postoperative cognitive dysfunction. In addition, postoperative delirium is considered to be a predictor of postoperative cognitive decline[52].

        在素質(zhì)教育的背景下,中學(xué)階段是我國教育事業(yè)順利開展的關(guān)鍵環(huán)節(jié),初中生具有思維開闊、活潑好動等特點,而合作學(xué)習(xí)作為初中數(shù)學(xué)興趣教學(xué)的重要組成部分以及浙教版數(shù)學(xué)教學(xué)的重要教學(xué)手段,非常符合初中學(xué)生的身心發(fā)展規(guī)律。

        Although there is increasing attention on the effects of melatonin and melatonin receptor agonists in promoting sleep and preventing delirium in critically ill patients and other high-risk populations[53],the heterogeneity of melatonin supplementation to prevent delirium has ruled out broad concluding recommendations[54].

        A total of 18 studies and 2137 patients were included in this systematic review and meta-analysis. The results of the study suggest that melatonin has a more significant effect in preventing delirium in hospitalized patients (

        < 0.01), but no outstanding advantages have been observed in surgery and ICU patients, especially in surgical patients, although the effect was significant (

        < 0.01). However, the heterogeneity in each study was strong. Melatonin cannot yet be considered effective in preventing delirium in surgical (post-surgery) patients; in ICU patients, the effectiveness of melatonin in preventing delirium in patients was not significant (

        > 0.01), and there are currently few RCT-based studies on the effect of melatonin in the prevention of delirium in ICU patients. Multi-center, large-sample randomized controlled experimental data are still required to support these findings. Melatonin can be used to prevent delirium in hospitalized patients. However, it is unknown whether it is worthy of clinical recommendation, and the results of this study should be treated with caution.

        This systematic study only retrieved publically available Chinese and English publications, and there are limitations in the retrieval of other languages and grey literature, which may cause certain publication bias. However, many predisposing factors of delirium were taken into account (for example,higher age, cognitive impairment, and dementia) and predisposing factors (for example, infections,drugs, and electrolyte disorders). Future studies should consider different subgroups of medical,surgical, and trauma patients, and patients with a higher incidence of delirium, such as the elderly, to evaluate which subgroup benefits most from exogenous melatonin supplementation. Larger RCTs should assess the possible differential melatonin effects in different patient subtypes to determine which subgroups of patients can benefit from melatonin to prevent delirium and which dose and duration of melatonin management are the most effective.

        Melatonin may reduce the incidence of delirium in medical patients, but did not significantly reduce the occurrence of delirium in surgical and ICU patients.

        CONCLUSlON

        通過代謝組學(xué)評價AS,可彌補(bǔ)臨床上主要以腰背部疼痛及晨僵等問卷主觀癥狀診斷AS的不足,臨床上常用的生物學(xué)指標(biāo)HLA-B27雖在一定程度上可反映AS的發(fā)生發(fā)展,但其敏感性和特異性相對局限[6],想要更全面、深刻地研究AS的發(fā)生發(fā)展機(jī)制,仍需結(jié)合癥狀、體征、生化指標(biāo)等進(jìn)行全面評價。

        ARTlCLE HlGHLlGHTS

        Research objectives

        We conducted a meta-analysis, mainly for one purpose. It was based on high-quality studies with a large enough sample size to calculate a reliable estimate of the incidence of melatonin in preventing delirium in hospitalized patients, and to evaluate the role of melatonin in reducing the incidence of delirium in different types of patients.

        Research methods

        Various databases were searched and relevant studies on the incidence of delirium treated with melatonin in hospitalized patients were retrieved. In our meta-analysis, fixed-effects and random-effects models were used to estimate the incidence of delirium in hospitalized patients. Publication and sensitivity bias analysis was used to test the robustness of the data.

        為了提高控制精度,需要對采集的重量數(shù)據(jù)進(jìn)行相應(yīng)的濾波處理。根據(jù)本系統(tǒng)特點,選用滑動平均濾波的方式進(jìn)行數(shù)據(jù)處理?;驹硎鞘紫冗B續(xù)采集18支煙(控制粒度)的重量值并保存,去掉最大值和最小值,以剩余16支煙的平均重量來計算本次偏差。再連續(xù)采集9支煙(滑動采樣數(shù)量)的重量值,將上次的18支煙重量值中的前9個數(shù)據(jù)去掉,并與9個新數(shù)據(jù)重新組成18個數(shù)據(jù),去除最值后求平均值,計算新的偏差值,一直重復(fù)這個過程,為PID控制提供反饋數(shù)據(jù)。

        Two researchers who had undergone rigorous evidence-based training assessed the quality of the literature. The quality of the included studies was assessed using the bias risk assessment approach provided by the Cochrane Handbook 5.1.0, and discrepancies were addressed through discussion or by third-party researchers. The evaluated items included: (1) The generation of a random allocation plan;(2) Whether to carry out the allocation plan

        (3) Whether to blind the subjects and researchers; (4)Whether to blind the evaluators; (5) Incomplete results; (6) Selectively reported research results; and (7)Other sources of bias. The evaluation result of "yes" indicated that the risk of bias was low; the result of"no" indicated that the risk of bias in the study was higher; "unclear" indicated that the study did not mention or did not have sufficient information to evaluate whether bias was present. Publication bias was tested using Egger's Funnel plots.

        Research results

        A total of 18 studies involving 2137 patients were eligible for this review. Melatonin was shown to be more effective in reducing the incidence of delirium in hospitalized medical patients, and the findings were statistically significant (

        < 0.01).

        Research conclusions

        Melatonin can reduce the incidence of delirium in medical patients, but its impact on reducing the incidence of delirium in patients with behavioral disorders and ICU patients is unclear.

        除了訊問外,詢問也是收集言詞證據(jù)的主要手段。在刑事訴訟傳統(tǒng)的辦案方式中,詢問證人的方式通常是由辦案人員采取文字記錄的方式形成書面的證人證言,再由被詢問人簽字確認(rèn)。這種方式不能反映詢問時的各種情況,包括詢問的背景環(huán)境、被詢問人的語氣和表情、回答問題的精確措詞等,而且可能存在辦案人員沒有如實記錄的問題。因此,和訊問一樣,監(jiān)察機(jī)關(guān)有必要通過錄音錄像對證人證言進(jìn)行固定。

        Research perspectives

        Our meta-analysis showed that melatonin can reduce the incidence of delirium in hospitalized medical patients. Unfortunately, limited research has shown that the benefit is not seen in surgical patients or ICU patients. Further study to determine the role of melatonin in reducing the incidence of delirium in surgical and ICU patients is required.

        ACKNOWLEDGEMENTS

        We would like to thank the doctors from the School of Public Health and Management and the Department of Biosensing, Chongqing Medical University for their help.

        FOOTNOTES

        You W and Fan ΧY contributed equally to this work; You W and Cheng L contributed to the design and provided the analysis; You W and Fan ΧY completed the data collection and provided statistical support;Nie CC, Chen Y, and Wang ΧL contributed to the manuscript preparation.

        the Scientific Research Project of Sichuan Provincial Health Commission, No. 19PJ045.

        The authors declare no conflicts of interest.

        The authors have read the PRISMA 2009 Checklist and the manuscript was prepared and revised according to the PRISMA 2009 Checklist.

        我國中藥飲片行業(yè)發(fā)展現(xiàn)狀及存在的問題研究…………………………………………………… 張 雪等(13):1734

        This article is an open-access article that was selected by an in-house editor and fully peer-reviewed by external reviewers. It is distributed following the Creative Commons Attribution-Non Commercial (CC BY-NC 4.0)license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited and the use is non-commercial. See:http://creativecommons.org/Licenses/by-nc/4.0/

        3)優(yōu)化吹掃時間,合理統(tǒng)籌。停工期間,合理優(yōu)化了吹掃用汽量,自身裝置用汽盡量保持平穩(wěn),另外盡可能的錯開和催化、焦化等裝置的用汽高峰。

        China

        Wei You 0000-0003-0812-8933; Χiao-Yu Fan 0000-0003-3871-2831; Cheng Lei 0000-0003-1311-515Χ;Chen-Cong Nie 0000-0002-5895-1429; Yao Chen 0000-0002-6634-0089; Χue-Lian Wang 0000-0002-9339-5827.

        Wu YΧJ

        Webster JR

        Wu YΧJ

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