Cumene 2014

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    Kinetics of catalyst-free thermal and photo-oxidation of cumene

    Vadim V. Krongauz  •

    John F. O’Connell  •

    Michael T. K. Ling

    Received: 9 September 2013 / Accepted: 27 November 2013 / Published online: 13 December 2013

     Akadémiai Kiadó, Budapest, Hungary 2013

    Abstract   Kinetics of thermal and photo-oxidation of 

    cumene in the absence of catalyst was studied using high-pressure differential scanning calorimetry and low-pressure

    photocalorimetry. Kinetics of oxidation was followed by

    cumene hydroperoxide (CHP), acetophenone, and phenol

    formation. The amount of CHP formed was deduced from

    the total heat of reaction of thermal degradation of CHP at

    453 K and using a new gas chromatographic method. CHP

    solution in cumene oxidized at 453 K and 680 psi of 

    oxygen reproducibly with the heat of reaction linearly

    dependent on peroxide concentration in cumene. It was

    confirmed that cumene thermal oxidation was slow at

    \453 K, but at  C453 K could occur explosively. Autoca-

    talysis by CHP during thermo-oxidation was confirmed.

    Apparent activation energy of the photo-oxidation of 

    cumene was found to be   E a  =  22.3 kJ mol-1. The value

    corresponds to radical chain process of the cumene

    autoxidation. Under assumption of pseudo-first order

    reaction, the rate constant of CHP formation was found to

    change from k CHP & 0.76 s-1 during the first 4 h of photo-

    oxidation to   k CHP & 0.2 s-1 at the later stages at

    2.0 W cm-2 of UV exposure dose. It was established that

    the initial presence of the CHP in cumene does not change

    the photo-oxidation kinetics, but shifts the kinetic curve to

    earlier time. Finite difference method was employed to

    numerically model kinetics of cumene oxidation. The

    result indicated higher than expected thermal and photo-

    stability of both, cumene and CHP.

    Keywords   Cumene     Thermal autoxidation  

    Photo-oxidation   Kinetics     Activation energy  Rate constants     Kinetic modeling

    Introduction

    Reactions with oxygen at high temperature or in the pre-

    sence of ultraviolet light lead to a number of well-known

    phenomena such as fire, darkening of the paints, degrada-

    tion of tires, and so on. Oxidation which accelerates as it

    proceeds was termed ‘‘auto-oxidation’’ or ‘‘autoxidation’’

    [1,  2].

    Saturated hydrocarbons oxidize through a chain of rad-

    ical reactions forming peroxides, alcohols, ketones, and

    eventually carbon dioxide and water [1–3]. Usually the rate

    of room temperature oxidation in the absence of light or

    catalyst is low, and after several months of storage only

    fraction of the percent of peroxides or other products would

    form. Low rate of oxidation is stipulated by low probability

    of radicals formation in liquid saturated hydrocarbons.

    Unsaturated hydrocarbons may react with oxygen faster,

    forming peroxides and epoxides. In the presence of cata-

    lyst, heat or ultraviolet light oxidation of hydrocarbons may

    and often does proceed explosively due to fast formation of 

    radicals and consequent exothermic chain reactions.

    1-Methylethyl benzene (cumene) is an alkyl-aromatic

    compound boiling at 152   C. The oxidation of cumene is

    an important industrial process. It proceeds through for-

    mation of (2-hydroperoxypropan-2-yl) benzene [cumene

    hydroperoxide (CHP)] (boiling at &125   C), which con-

    sequently converts to phenol, acetophenone, acetone,

    cyclohexanone, caprolactam, and other essential com-

    pounds (Scheme 1)   [4]. The catalytic CHP formation and

    conversion process was developed and patented by the

    V. V. Krongauz (&)    J. F. O’Connell   M. T. K. LingBaxter Healthcare Corp., Rt. 120 & Wilson Rd., RLT-14, Round

    Lake, IL 60073, USA

    e-mail: vadim_krongauz@baxter.com

     1 3

    J Therm Anal Calorim (2014) 116:1285–1299

    DOI 10.1007/s10973-013-3577-2

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    group of Sergeyev, USSR [5–9] and almost simultaneously

    by Hock, Germany [10]. Because of its industrial impor-

    tance, the kinetics of catalytic oxidation of cumene was

    extensively studied [11–57].

    The mechanism of thermal oxidation of cumene can be

    constructed by the analogy with other hydrocarbonsoxidation

    mechanisms [1–3, 11–51]. The most comprehensive reaction

    mechanism was constructed and examined by Opeida et al.[16, 17], Denisov and coworkers [3, 11, 29, 30, 34], Thomas

    and Tolman [27], and Somma et al. [46].

    Majority of cumene oxidation studies were conducted in

    the presence of catalyst. The rate constants of reaction of 

    cumene with oxygen in the absence of catalyst or photo-

    initiator was deduced by Ikawa et al. [13], for the reaction

    RH ? R•, to be 2.70  9  10-9 L s-1 mol-1 at 100   C and

    by Denisov and coworkers [29], for the reaction 2RH  ?

    O2 ? 2R•?  H2O2, to be 2.51  9  10

    -9 L2 mol-2 s-1 at

    90   C. Other hydrocarbons react with oxygen in the

    absence of catalyst at rates of the same order of magnitude

    [30,   31]. The experimental and theoretical analysis of hydrocarbon oxidation mechanism by Denisov and

    coworkers [29,   30] was most scrupulous and comprehen-

    sive and was accepted as classic. In our kinetic scheme of 

    oxidation mechanism, we followed Denisov’s approach

    and considered that cumene oxidation initiation occurred

    by tri-molecular reaction rather than that by Russell’s

    bimolecular one, RH  ?  O2 ? R•?  HO2

    • [31]. The rate of 

    cumene reaction with oxygen sited by Denisov was

    &2.51  9  10-9 L2 mol-2 s-1 at 90   C. Russell obtained

    indene autoxidation initiation rate constant of 

    1.55  9  10-9 L s-1 mol-1 at 50   C. We estimated the

    reaction rate of hydrocarbons with oxygen initiating

    cumene oxidation to be   &6  9  10-11 L s-1 mol-1 at

    25   C using Russell’s value of activation energy of 

    104.6 kJ mol-1 and pre-exponential factor of 108 s-1 [1].

    The overall activation energy of cumene oxidative degra-dation was reported to be   E a  =  144.21 kJ mol

    -1 with

    apparent frequency factor,  A  =  1014.63 s-1 [33].

    CHP is an intermediate in cumene oxidation. It is

    unstable at high temperature as other peroxides. Thermal

    degradation kinetics of CHP was studied in detail in the

    past to insure control of ‘‘cumene process’’ and safety of 

    production [32–41]. The rates of thermal degradation of 

    CHP at room temperature were relatively low. It occurred

    with apparent activation energy,  E a  =  97.2 kJ mol-1 [39].

    Other recent work on CHP decomposition reported higher

    activation energy,   E a  =  120.6 kJ mol-1 and extraordi-

    narily large frequency factor,   A  =  1030.2 s-1 [37]. Sincefrequency factor should be close to a frequency of 

    molecular vibrations, 1013 s-1 [52–56], we believe that

    activation energy of 120.6 kJ mol-1 could be erroneous as

    well. However, in all the reviewed studies a very slow

    oxidation of cumene or degradation of CHP at temperatures

    \150   C was reported [34, 37, 39].

    Photochemical initiation of cumene oxidation was stud-

    ied in the past by many researchers starting with Hock and

    Lang [10] and Melville and Richards [43]. In these inves-

    tigations, photoinitiators were added to accelerate the photo-

    oxidation [43, 57]. However, even in the absence of initia-

    tors, hydrocarbons eventually oxidize at room temperature

    in the dark or under ambient fluorescent illumination com-

    monly used in the laboratories and warehouses [58].

    Therefore, in the present work we monitored the kinetics

    of cumene oxidation in the absence of initiators and com-

    pared it with the previously published data [1–3,   11–51].

    Oxygen concentration in cumene was estimated using

    available data to be &0.01 mol L-1 [60]. Photoactivation

    rates were estimated from the experimental data as well

    [61,   62]. In addition to experimental measurements, the

    kinetics of cumene oxidation was modeled numerically by

    a finite difference method [59] using our results and

    previously published information on oxidation kinetics

    [1–3,   10–51].

    Experimental

    Materials

    Cumene used in most experiments was 99.9 % pure (PHR

    1210-3X1.2 mL, Fluka Analytical); CHP was 89.0  ±  0.1 %

    CH3

    CH3

    + O O

    CH3

    CH3

    O

    O

    CH3

    CH3

    O

    O

    +

    CH3

    CH3

    C

    CH3

    CH3

    CH3

    CH3

    O

    OH

    +

    OH

    + CH3 CH3

    O

    CH3 O

    +

    Scheme 1   Simplified cumene oxidation reaction scheme

    1286 V. V. Krongauz et al.

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    pure in cumene (Cat. No. 213942, MP Biomedicals, LLC).

    Toluene, acetophenone, and hexane were ReagentPlus,

    99 % pure grade (Sigma-Aldrich).

    Equipment

    Du Pont Instruments 910 Differential Scanning Calorimeter

    (DSC) with high-pressure cell or with Photo-DSC attach-ment custom made by the authors was used for calorimetric

    kinetic measurements. OmniCure 2000 light source and

    OmniCure R2000 radiometer (Lumen Dynamics) were used

    for photoexcitation. Two-output split optical fiber was used

    to illuminate the reference and the sample pans of Du Pont

    910 DSC simultaneously. Cary 4000 (Varian) spectropho-

    tometer was used to measure absorption spectra. Emission

    spectra were measured using a fiberoptic spectrophotometer

    USB4000 (Ocean Optics Inc.).

    All the chromatographic separations were conducted

    using Varian CP-3800 gas chromatograph (GC) equipped

    with 30 m long Supelcowax 10 capillary column.

    Analytical procedures

    DSC and photo-DSC were conducted using the 5–10 mg of 

    cumene or CHP placed in aluminum crimping cover

    (SSC000E032, TA Instruments). The isothermal conditions

    with initial equilibration at 20   C min-1 were used in DSC

    experiments.

    The GC method of cumene and cumene peroxide ana-

    lysis was developed and implemented using 30 m capillary

    Supelcowax 10 column with flame ionization detector

    (FID) (Table 1). Toluene was used as an internal standard.

    The samples of cumene and CHP were diluted with hexane

    prior to the GC analysis. The reagent and product amounts

    were obtained using calibration curves and interpolated to

    the original concentrations in cumene.

    Computations

    Solution of the stiff system of differential equations

    describing cumene oxidation reaction kinetics [1–3, 11–51]

    was conducted using Kaps-Rentrop finite differences

    method [59]. Ordinary differential equations solver routine

    in PSI Plot version 10.5, (Poly Software International Inc.)

    was used.

    Results and discussion

    Thermal oxidation

    Commercial interest in cumene oxidation products led to

    extensive search for the improved oxidation rate and yield,

    accompanied by high purity of the products. Absence of 

    substantial work on cumene thermal oxidation in the

    absence of catalyst was discussed in the Introduction. We

    observed that in the absence of catalysts, cumene is highly

    resistant to thermal degradation. Thus, no reaction of 

    99.9 % pure cumene with oxygen was detected by high-

    pressure DSC at temperatures up to 180   C at 680 psi O2pressure. We did not monitor oxidation at higher temper-

    atures, since even smallest amounts of CHP forming at

    temperature[180   C led to explosions of various intensity.

    To evaluate the extent of cumene peroxide initiation of 

    explosive chain oxidation, we analyzed its stability. Like

    cumene, cumene peroxide reaction with oxygen was almost

    undetectable by high-pressure DSC at temperatures

    \150   C and 680 psi of oxygen. At 180   C, the degrada-

    tion of  &10 mg 80 % CHP in cumene occurred with an

    audible and destructive explosion (Fig.  1).

    Relatively pure cumene was more resistant to oxidation

    at 180   C than CHP solutions in cumene (Figs.  1,  2). The

    exothermic oxidation of CHP solution in cumene was

    examined (Figs. 1,   2). The dependence of the enthalpy of 

    thermo-oxidation of CHP solution in cumene on CHP

    concentration was remarkably linear (Fig.  3). After a cal-

    ibration of DSC response (peak area), we were able to

    detect as little as 40 ppm of CHP in cumene (Figs.  2,  3).

    Overall the oxidation of up to 2 % solutions of CHP in

    cumene at 180   C was less violent than might have been

    expected considering reported autocatalytic effect of CHP

    radicals [1–3]. The initial slope of each curve of heat flow

    dependence on time of isothermal heating (from the end of 

    heating at &1.5 min to peak inflection point) and the slope

    of the peaks after first peak inflection point increased with

    Table 1   GLC analysis method parameters

    Function/equipment Value/setting

    Injection volume 10 lL, liquid injection

    Cleaning cycle Two pre-injection and post-injection

    flushes with hexane

    Two pre-injection and post-injection

    flushes with MEK Oven temperature regime Hold at 40 C for 5 min

    Increase temperature to 150  C

    at 5   C min-1

    Injector temperature 200  C

    FID temperature 300  C

    Carrier gas Helium

    Make-up gas Nitrogen, 27 mL min-1

    Helium carrier flow rate 3.0 mL min-1

    Hydrogen flow rate 35 mL min-1

    Air flow rate 300 mL min-1

    Conditions Split flow

    Kinetics of thermal and photo-oxidation of cumene 1287

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    the CHP concentration (Figs. 2, 4). The slope of the DSC-

    detected heat emission curves (Fig. 2) was considered

    proportional to an overall rate of thermo-oxidation. Then,

    the rate of heat emission increased with the CHP concen-

    tration increase (Fig. 4). The higher slope of the early

    portion of DSC trace may indicate autocatalysis of the

    cumene oxidation by CHP. The duration of the initial low

    slope, or rate of oxidation reaction, before the peak (Fig.  4)was analogous to the induction period of oxidation reac-

    tions. With the increase of the CHP concentration duration

    of initial region possibly indicating autocatalysis (Fig.  4).

    At 180   C and 680 psi of O2 80 % CHP solution in cumene

    reacted highly energetically (Fig. 1). It was not clear to

    what extent the heat emission kinetics was stipulated by the

    cumene oxidation initiated by CHP and to what extent it

    was determined by the reactions of CHP only. Indeed, once

    the radical chain reaction of cumene oxidation is initiated it

    could be expected to yield similar overall reaction heat

    (peak size). This was not observed (Figs. 1,   2). High-

    pressure DSC experiments could not separate contributions

    of different species and processes to overall oxidation

    reaction exotherms. Therefore, we conducted kinetic

    modeling of cumene autoxidation in the presence of CHP

    to assist with the data interpretation.

    Analysis of cumene oxidation products

    CHP concentration dependence of the heat of CHP thermo-

    oxidation reaction in solution (Fig. 3) can be and was used

    by us for quantitative detection of CHP in cumene by DSC

    1

    11

    21

    31

    41

    51

    61

    71

    81

    91

    0.1 1 10

       H  e  a

       t   f   l  o  w

       /  m   W

        E  x  o

       t   h  e  r  m   →

    Time/min

    CHP at 100 °C

    CHP at 125 °C

    CHP at 150 °C

    CHP at 180 °C

    Fig. 1   Typical high pressure, 680 psi of O2, DSC-monitored results

    of oxidation of 80 % cumene hydroperoxide solution in cumene at

    different temperatures. Exothermic direction was positive in the used

    position of sample and standard in DSC cell. Vertical line  at 180   C

    indicated explosive combustion at 180  C

    0

    10

    20

    30

    40

    50

    0 10 20 30 40

       H  e  a   t   f   l  o  w   /  m   W

        E  x  o   t   h  e  r  m

       →

    Time/min

    CHP in Cumene (mass%) Heat of Reaction at 180 °C

    0.4 7.54 J/g0.68 42.47 J/g1.0 112.37 J/g2.0 323.56 J/g

    Fig. 2   Examples of DSC-monitored oxidation of cumene hydroper-

    oxide solutions in cumene at 180  C, and 680 psi of O2. Peak height

    increased with increase of CHP concentration in cumene

    y  = 196.83x  – 83.466R ² = 0.9964

    0

    50

    100

    150

    200

    250

    300

    350

    400

    0 0.5 1 1.5 2 2.5

       H  e  a   t  r  e   l  e  a  s  e   d   /   J

      g  –   1

    CHP concentration/mass%

    Fig. 3   Dependence of enthalpy of oxidation of cumene hydroper-

    oxide solution in cumene at 180  C and 680 psi of O2   on CHP

    concentration

    heat emission ratey  = 9.0147x  – 2.2665

    heat emission ratey  = 1.6507x  + 0.8287

    inflection point

    y  = –1.331ln(x ) + 3.775

    0.00

    1.00

    2.00

    3.00

    4.00

    5.00

    6.00

    7.00

    0

    2

    4

    6

    8

    10

    12

    14

    16

    18

    20

    0 0.5 1 1.5 2 2.5

       I  n   f   l  e  c   t   i  o  n  p  o   i  n   t   t   i  m  e   /  m   i  n

       R  a

       t  e  o   f

       h  e  a

       t  e  m

       i  s  s

       i  o  n

       /  m   W

       m   i  n  –

       1

    Cumene hydroperoxide concentration/mass%

    Fig. 4   Dependence of the initial rate of heat emission before peak 

    inflection point ( filled square), the initial rate of heat emission after

    inflection ( filled circle), and the first inflection point time ( filled 

    triangle) during the oxidation of solution of CHP in cumene at 180  C

    and 680 psi on CHP concentration

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    as an alternative to other methods of CHP analysis.

    Remarkably, the oxidation rates in slow and fast autoxi-

    dation regions were linearly dependent on CHP concen-

    tration as well (Fig.  4). This proportionality can be used for

    CHP concentration analysis as well.

    Species differentiation is difficult by classical high-

    pressure DSC. To detect a broad range of CHP and cumene

    concentrations as well as reaction products, we developed agas chromatographic (GC) technique giving a good reso-

    lution and sensitivity (Fig.  5). Under the GC conditions

    described above, the retention time of phenol was

    26.6 min, retention of CHP was 21.6 min, of cumene

    6.3 min, and of toluene standard 2.6 min (Fig. 5). An equal

    GC response to cumene and CHP could not be assumed to

    simplify the CHP concentration determination from a

    chromatogram (Fig. 5). Thus, the main difficulty in CHP

    analysis by both, high-pressure DSC and by GC methods

    arose from the absence of high-purity standard. The best

    commercial standard found was only 89.0  ±  0.1 % purity

    CHP solution in cumene (MP Biomedicals). The GCresponse to CHP concentration was almost linear over a

    wide range of CHP concentrations based on this standard

    dilution (Fig.  6).

    Photo-oxidation, monitored by photo-DSC

    According to the First Law of Photochemistry, Grotthuss–

    Draper law, only the light absorbed by the molecules may

    lead to chemical reaction [62]. The absorption spectra of 

    both cumene and CHP (Fig.  7) have practically no overlap

    with the emission spectra of regular household fluorescent

    lamps (Fig.  8). Yet, we detected a substantial yield of CHP

    upon exposure of 99.9 % pure cumene to the light sources

    with only a weak emission in UV-region. This indicated a

    branching, autocatalytic radical chain mechanism of photo-

    oxidation leading to high CHP yield (Scheme  1).

    According to the Second Law of Photochemistry, Stark–

    Einstein Law, the rate of photochemical reaction increases

    with the light intensity increase [62]. The light intensity

    dependence of cumene photo-oxidation kinetics was

    obtained using OmniCure 2000 light source, not filtered,

    continuous illumination, and Du Pont 910 DSC, 30   C

    isothermal conditions, ambient air pressure (Figs.  9, 10).

    The illumination of the sample and reference thermo-

    couples in Du Pont 910 DSC through split glass fiber light

    guide produced a consistent initial drop in the heat flow

    even in the absence of any samples in the pan. The same

    drop was observed when water was placed in the sample

    pan as well. No heating of empty or water-filled sample

    and reference pans was observed.

    Two distinct regions in photo-oxidation of cumene were

    observed. First region was a few seconds wide, fast process

    starting immediately after the light exposure started, the

    second region was slow, lasting up to several hours. The

    rate of the reaction was obtained as a slope of the linear fit

    to the ascending region of the heat release curve (Figs.  9,

    10). The reaction rates in both fast and slow regions of 

    photo-oxidation increased with the light intensity increase

    as Stark–Einstein law predicted, confirming the occurrence

    of photochemical reaction (Fig. 10). The fast, early portion

    of the heat emission kinetics curve (first few seconds afterillumination start) could be attributed to the photoinitiation

    of the radical reaction of cumene oxidation, while the

    slower, later one could be attributed to chain propagation.

    Enthalpy of cumene photo-oxidation reaction was

    deduced from the heat flow kinetics for the entire process,

    starting from the moment when the light exposure began,

    and separately for the slower portion of the process starting

    –0.5

    0.0

    0.5

    1.0

    1.5

    2.0

    2.5

    3.0

    0 5 10 15 20 25 30

       R  e  s  p  o  n  s  e

       /  v  o

       l   t  s

    Time/min

     Toluene

     Cumene

    Acetophenone

    CumeneHydroperoxide

    Phenol

    Fig. 5   A typical chromatogram of cumene photo-oxidation productswith toluene internal standard added. Retention times:  t toluene &

    2.6 min,   t cumene & 6.3 min,   t acetophenone & 19.0 min,   t CHP &

    21.6 min, and t phenol & 26.6 min

    y  = 2.9799x R ² = 0.9956

    y  = 3.5897x R ² = 0.9942

    y  = –0.3817x 2 + 1.4579x 

    0

    0.5

    1

    1.5

    2

    2.5

    0 0.2 0.4 0.6 0.8 1 1.2 1.4

       C  o  n  c  e  n   t  r  a   t   i  o

      n   i  n   h  e  x  a  n  e   /  m  g  m   L  –

       1

    Normalized analyte peak height/volts

     – Cumene

     – Acetophenone

     – Cumene Hydroperoxide

    Fig. 6   Example of GC calibration: dependence of the analyte peak 

    height normalized to toluene internal standard peak height on the

    analyte concentration in hexane:  filled triangle   cumene hydroperox-

    ide,  open square   acetophenone, and filled circle  cumene

    Kinetics of thermal and photo-oxidation of cumene 1289

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    from the bend on heat flow curve (Fig. 9). The total

    enthalpy of the cumene photo-oxidation reaction and

    enthalpy of the slower, later process passed through a

    maximum as the light intensity increased (Fig.  11). Such

    behavior was observed in the past in radical polymerization

    reactions. The heat effect of a complex reaction is a sum of 

    all enthalpies of the elementary steps. Thus, it was

    observed by Alfrey and Lewis that exothermicity of co-

    polymerization reaction depends on relative monomer

    concentration and passes through the maximum at certain

    monomer ratio [63,   64]. Krongauz observed that in the

    absence of oxygen photo-induced radical processes were

    overall less exothermic than in the presence of oxygen. He

    supported his explanation for the observed lower enthalpy

    of oxygen-free radical photopolymerization by showing

    that the sum of enthalpies of elementary radical reactions

    was higher in the presence of oxygen [65–67] (Table 2). At

    high intensity of initiating light oxygen diffusion into the

    liquid layer where photo-activated radical processes occur

    could become slower than the rate of generation of radicals

    and the chain reaction propagation rate as was established

    by Norrish, Smith, Medvedev and Trommsdorff [65–69],

    while higher radical concentration lead to faster oxygen

    scavenging. As a result, low contribution of radical reac-

    tions with oxygen would reduce overall exothermicity of 

    cumene photo-oxidation at high light intensity (Fig.  11)

    [65–69]. Further analysis and kinetic modeling are needed

    to confirm the interpretation of this behavior of cumene

    photo-oxidation reaction enthalpy. The observed maximum

    1

    10001

    20001

    30001

    40001

    50001

    300 350 400 450 500 550 600 650 700

       R  e   l  a   t   i  v  e  e  m   i  s  s   i  o  n   i  n   t  e  n  s   i   t  y

    Wavelength/nm

    incandescentfluorescent

    mercuryUV–lightsource

    Fig. 7   Emission spectra of various light sources used (measured

    using Ocean Optics USB 4000)

    –0.1

    0.1

    0.3

    0.5

    0.7

    0.9

    1.1

    1.3

    1.5

    230 240 250 260 270 280 290 300

       O  p

       t   i  c  a

       l   d  e  n  s

       i   t  y

    Wavelength/nm

    100 % hexane

    100 % cumene

    80 % CHP in cumene

    Fig. 8   Absorption spectra of hexane, cumene, and 80 % solution of 

    CHP in cumene (measured using Varian Cary 4000)

    –15

    –5

    5

    15

    25

    35

    400 4000

       H  e  a

       t   f   l  o  w   /  m

       W 

       E  x  o

       t   h  e  r  m   →

    Time/s

    0.5 W cm–2 1 W cm–2 2 W cm–2

    3 Wcm–2 4 W cm–2 5 W cm–2

    Fig. 9   Dependence of DSC-detected cumene photo-oxidation

    kinetics on light intensity: OmniCure 2000 light source, full spectrum:

    continuous illumination, isothermal DSC regime at 30  C. Sharp

    initial drop in a heat flow was due to slight difference in intensity of 

    light exposure of the sample and the standard in photo-DSC. High

    initial heat release rate was attributed to photoinitiation of chain

    oxidation of cumene. The  arrows  on the  graph  point to examples of the end of the fast initiation and the beginning of the slower chain

    propagation process

    Light intensity/W cm–20 1 2 3 4 5

       H  e  a

       t  e  m

       i  s  s

       i  o  n  r  a

       t  e   /  m   W

       s  –

       1

    0.0001

    0.001

    0.01

    0.1

    1

    10Reaction Rate Light Intensity Dependence

    Fitting Model:

      y  = a *x^ b  + c 

      a  = 0.00194807206

      b = 1.85336283

      c  = 0.00122442427

    Fitting Model:

      y  = a *x^ b  + c 

      a  = 0.57841212

      b  = 0.8257315

      c  = –0.081943607

    short–time slope

    long–time initial slope

    Fig. 10   Dependence of DSC-detected cumene photo-oxidation rate

    on light intensity: OmniCure 2000 light source, full spectrum,

    continuous illumination, isothermal DSC regime at 30  C. The   top

    curve ( filled triangle) represents early, chain initiation events, lower 

    curve ( filled circle) corresponds to the initial portion of the later chain

    propagation process

    1290 V. V. Krongauz et al.

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    in the dependence of the enthalpy of cumene photo-oxi-

    dation on light intensity was not reported previously

    (Fig. 11).

    Photo-oxidation threshold energy

    To the best of our knowledge, the activation energy of 

    cumene photo-oxidation in the absence of catalyst was notreported previously. Temperature dependence of cumene

    photo-oxidation kinetics was monitored at temperatures

    between 30 and 100   C under isothermal photo-DSC

    regime at initiating light intensity of 2.0 W cm-2 (Fig. 12).

    The slope of a linear fit (PSI Plot) to the initial regions of 

    the kinetic curves (virtually first few points) (Fig. 12)

    yielded the rates of cumene photo-oxidation. The fast

    photoinitiation process rate showed no temperature

    dependence, confirming it as a region of initiation, where

    the radicals are generated by light absorption and covalent

    bond cleavage (Fig.  12). Indeed, the energy required to

    cleave the carbon–carbon and carbon–hydrogen covalent

    bonds far exceeds thermal energy at temperatures between

    30 and 100   C. However, the diffusion controlled chain

    propagation and termination reactions are sensitive even to

    minor temperature variations [75].

    The activation energy of cumene photo-oxidation was

    found using the Arrhenius–Eyring equation:

    k  ¼  AeE a

     RT ;

    where k  is a rate constant,  A  is a frequency factor, usually

     A & 1013 s-1,   R  =  8.31 J mol-1 K -1,   T   is absolute tem-

    perature and   E a   is an activation energy. The activation

    energy of photo-oxidation was obtained using Arrhenius–

    Eyring plot of the natural logarithm of the photo-oxidation

    rate dependence on the inverse absolute temperature. The

    slope of the linear fit to the experimental heat flow curve

    (in the slower kinetic region starting from the inflection

    point) yielded the activation energy of cumene photo-oxi-

    dation to be   E a & 22.3 kJ mol-1 (Fig.  13). The value of 

    E a & 22.3 kJ mol-1 is close to that of reactions of 

    hydrogen abstraction from hydrocarbons by radicals, which

    is also &20  ±  5 kJ mol-1 for most systems [1, 3, 70, 71].

    For example, Bamford and Dewar reported activation

    energy of    &18 kJ mol-1 for tetraline photo-initiated

    autoxidation [72].

    Activation energy value of   E a & 22.3 kJ mol-1 indi-

    cated that the slower portion of the DSC-detected heat flow

    kinetic curves (Figs. 9,   12) corresponded to the radical

    chain propagation and termination reactions, while fast,

    temperature-invariant portion corresponded to direct light-

    hydrocarbon interaction.

    Photo-oxidation, monitored by GC

    The peroxide-free cumene (99.9 % pure analytical standard

    grade) and solvent grade cumene (99 % pure grade) were

    exposed in 1  9  1 cm quartz cell continuously to

    2.0 W cm-2 broad-spectrum light from OmniCure 2000

    (Fig. 7). The kinetics of CHP formation upon cumene

    photolysis was monitored using GC analysis of the cumene

    and its photo-oxidation products (Fig.  5). It was observed

    0

    1000

    2000

    3000

    4000

    5000

    6000

    7000

    8000

    0 1 2 3 4 5 6   S  p  e  c

       i   f   i  c

       t  o   t  a   l  e  n

       t   h  a

       l  p  y  o

       f  r  e  a  c

       t   i  o  n

       /   J  g  –

       1

    Illumination light power/W cm–2

    Fig. 11   Dependence of DSC-detected heat of the reaction of cumene

    photo-oxidation on light intensity (OmniCure 2000 light source, full

    spectrum continuous illumination, isothermal DSC regime at 30  C):

     filled triangle  total enthalpy of photo-oxidation reaction; filled circle

    enthalpy of photo-oxidation excluding the fast initiation region

    Table 2   Radical reactions enthalpy [65–67]

    Radical reactions in oxygen Specific total

    enthalpy/kJ mol-1Radical reactions

    without oxygen

    Specific total

    enthalpy/kJ mol-1

    RCH2•?  O2 ? ROO

    • 121.3 R• ?  R• ? R2   100–330

    RCH2OO• $  [RCH–O–O–HH•]*

    $   •RCHOOH•-14.6 R• ?  H2C=CR1 ?

    •R–CH2C–R1   8–80

    •RCHOOH• ? RCHO• ?  OH• 238.5 R• ?  HR1 ? RH  ?  R1• 8–80

    2RCHO•? RCHOOHCR 154.8

    2RCHO• ? RCO  ?  RCOH 334.7

    RCHO• ?  R1•? RCHOR1   188.3

    Kinetics of thermal and photo-oxidation of cumene 1291

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    that the CHP formation kinetics were different for cumene

    of different purity (Fig.  14). However, after some amount

    of CHP was formed in 99.9 % pure cumene, the kinetics of 

    CHP production followed the same kinetic path regardless

    the original CHP concentration (Fig. 15).

    Under the assumption of pseudo-first order kinetics, i.e.,

    Concentration  =  C oekt , it was found that during the first

    4 h of exposure to 2.00 W cm-2 broad-spectrum UV light

    CHP formation occurred with the rate constant

    k CHP & 0.76 s-1, while the rate constant of CHP forma-

    tion after 4 h was   &0.2 s-1 (Figs. 14,   15, data). Initial

    concentration,  C o, obtained by the regression fitting of the

    data was 0.01 % for first 4 h of reaction and 0.1 % for later

    processes. Since the initial purity of cumene was 99.9 %,

    the initial value of 0.01 % was plausible.

    The difference in the apparent rate constants is a result

    of gross simplification of the complex chain mechanism of 

    hydrocarbon oxidation. Nevertheless, the extraction of 

    apparent overall rate constant and apparent activation

    energy allows a straightforward estimate of the reaction

    rate and comparison of oxidation stability of various

    compounds, becoming almost traditional in the literature

    [1–3, 33, 39, 45].

    The rate constants for reactions occurring under the

    exposure to light of different intensity could be obtained

    from the rate constants at 2.00 W cm-2 light dose,

    –10

    –5

    0

    5

    10

    15

    20

    25

    0 200 400 600 800 1000 1200

       H  e  a

       t   f   l  o  w

       /  m   W

        E  x  o

       t   h  e  r  m

    Time/s

    30 °C 50 °C 65 °C

    75 °C 90 °C

    Fig. 12   Dependence of DSC-detected cumene photo-oxidation

    kinetics on temperature. OmniCure 2000 light source, full spectrum,

    continuous illumination light intensity was 2.00 W cm-2 in all the

    measurements. Sharp initial drop in a heat flow was due to slight

    difference in intensity of light exposure of the sample and the

    standard in photo-DSC. High initial heat release rate was attributed to

    photoinitiation of chain oxidation of cumene. The  arrows   on the

    graph   point to examples of the end of the fast initiation and the

    beginning of the slower chain propagation process

    T  –1 /K

    –1

    0.0027 0.0028 0.0029 0.0030 0.0031 0.0032 0.0033 0.0034

       L  n

       (   R  a

       t  e   )

    –5.0

    –4.5

    –4.0

    –3.5

    –3.0

    Fitting Model:  y  = a *x  + b 

      a  = –2684.25  b  = 4.021

    Activation energy, E  a  = 22.3 kJ/mol

    Fig. 13   Dependence of DSC-detected cumene photo-oxidation rate

    (slow portion of the process, chain propagation) on inverse temper-

    ature. OmniCure 2000 light source, full spectrum, continuous

    illumination light intensity was 2.00 W cm-2 in all the measurements

    0.0

    0.5

    1.0

    1.5

    2.0

    2.5

    3.0

    0 5 10 15

       C  o  n  c  e  n   t  r  a   t   i  o  n  o   f   C

       H   P   i  n  c  u  m  e  n  e   /  m  a  s  s   %

    Time of exposure to 2.0W cm–2 of UV/hour

    Fig. 14   Kinetics of cumene hydroperoxide formation upon UV

    exposure of cumene:   filled circle   analytical grade, 99.9 % pure

    cumene; filled triangle  solvent grade, 99 % pure cumene

    0.0

    0.5

    1.0

    1.5

    2.0

    2.5

    3.0

    0 5 10 15   C

      o  n  c  e  n

       t  r  a

       t   i  o  n  o

       f   C   H   P   i  n  c  u  m  e  n  e

       /  m  a  s  s   %

    Time of exposure to 2.0W cm–2 of UV/hour

    Fig. 15   Superimposed kinetics of CHP formation upon UV exposure

    of 99 % pure cumene and of 99.9 % pure cumene:  filled circle

    analytical grade, 99.9 % pure cumene;  filled triangle   solvent grade,

    99 % pure cumene data shifted in time

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    considering that the radical production rate constant con-

    tains a square root of light intensity,  I 0.5 [62, 75].

    According to the published data [12], acetophenone is

    a product of CHP decomposition. We detected formation

    of around 10-2 % of acetophenone during light exposure

    of cumene (Fig.  16, top). It was observed that when CHP

    is initially present in cumene, like in the reagent grade

    solvent, the acetophenone was also present as an impu-rity, and slowly decayed under the light exposure

    (Fig. 16, top). However, when 99.9 % cumene analytical

    standard was exposed to light, acetophenone concentra-

    tion steadily increased with time of light exposure and

    kinetics of its accumulation resembled the one expected

    for the secondary products of cumene oxidation (Fig.  16,

    top). Similarly, phenol was present as an impurity in the

    reagent grade, 99 % pure, cumene, and decayed upon the

    light exposure, however formed upon UV exposure of 

    99.9 % pure analytical cumene standard (Fig. 16, bot-

    tom). It appeared that phenol photo-degraded faster than

    acetophenone (Fig. 16), which may explain its lowerconcentration in the UV-exposed cumene. The kinetic

    modeling of cumene oxidation qualitatively confirmed

    the low concentrations of forming phenol and

    acetophenone.

    Kinetic modeling

    We modeled formal kinetics of cumene autoxidation using

    Gulbert and Waage’s Law of Mass Action [61,   73,   74].

    According to the Mass Action Law, the rate of reaction is

    proportional to the product of reactants concentrations.

    Thus, for the reaction  aA  ?  bB ? cC, where  A,  B, and  C 

    are reactants and product, and a, b, c  are the corresponding

    stoichiometric coefficients, the Law of Mass Action would

    take a form:

    1

    a

    d½ A

    dt ¼

     1

    b

    d½ B

    dt ¼

    1

    c

    d½C 

    dt ¼ k ½ A x½ B y;

    where t  is time,  x  and  y  are the reaction order with respect

    to the reagents   A  and  B  present in concentrations [ A] and

    [ B], respectively [61]. A series of differential equations

    describing the rates of elementary steps of a complex

    reaction are integrated to obtain dependence of the

    reagent and product concentrations on time of reaction.

    We used Kaps–Rentrop finite differences methods of 

    numeric integration of a series of stiff differential equa-

    tions [59].

    The series of elementary reactions involved in hydro-

    carbons oxidation are usually abbreviated to a few reactions

    which influence the rate of products formation the most. In

    published cumene oxidation process studies, the reaction

    scheme varied from one author to another [1–3,   10–51].

    We compiled the results of the previously published

    investigations of cumene oxidation to construct a reason-

    ably comprehensive reaction scheme [1–3,   11–51]

    (Table 3). As in the cited publications, more elementary

    reactions could be added, but we believed that the reaction

    scheme was realistic and in agreement with the published

    models [1–3,   10–51]. Some reactions, for example,

    decomposition of dicumyl peroxide (P in the equations)

    [37] were not included in our reaction scheme (Table 3).

    The rate constants used in the computations were shown in

    the last column of Table  3.

    It was assumed that viscosity of cumene was low

    enough to insure that mixing of the reagents was much

    faster than the elementary reactions rates, i.e., kinetics in

    ‘‘perfectly stirred’’ reactor was considered. This assump-

    tion is contrary to the experimental dependence of reaction

    enthalpy on the UV light intensity (Fig.  11). However, at

    2.00 W cm-2 of UV dose and low temperature thermal

    oxidation, formal kinetics with no diffusion rate controlling

    step was applicable.

    Oxygen solubility in non-polar hydrocarbon liquids

    varies from 10-2–10-3 mol L-1 [60]. We used constant

    0.00

    0.01

    0.02

    0.03

    0.04

    0.05

    0 5 10 15   C  o  n  c  e  n

       t  r  a   t   i  o  n  o

       f  a  c  e

       t  o  p

       h  e  n  o  n  e

       i  n

      c  u

      m  e  n  e

       /  m  a  s  s

       %

    UV exposure time/hour

    0.000

    0.001

    0.002

    0.003

    0.004

    0.005

    0.006

    0.007

    0 5 10 15   C  o  n  c  e  n

       t  r  a

       t   i  o  n

      o   f  p

       h  e  n  o

       l   i  n  c  u  m  e  n  e

       /  m

      a  s  s

       %

    UV exposure time/hour

    Fig. 16   Top  kinetics of acetophenone formation upon UV exposure

    of analytic, 99.9 % pure, cumene ( filled circle) and reagent grade,

    99 % pure, cumene containing initially[5 % cumene peroxide ( filled 

    square).   Bottom  kinetics of phenol formation upon UV exposure of 

    analytic, 99.9 % pure, cumene ( filled diamond ) and reagent grade,

    99 % pure, cumene containing initially[5 % cumene peroxide ( filled 

    triangle)

    Kinetics of thermal and photo-oxidation of cumene 1293

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    oxygen concentration of 10-2 mol L-1 in all the compu-

    tations. Light intensity up to 5.0 J s-1 cm-2 was used in

    OmniCure 2000 Hg lamp illumination. The absorbed

    photons corresponded to the wavelengths   B405 nm (see

    above). The number of photons emitted by OmniCure 2000

    light source at this wavelength would be of  

    O(1019) s-1 cm-2. Considering that the area of the DSC

    pan was &0.25 cm2 and assuming absorbance of 0.1 and a

    Table 3   Mechanism of cumene oxidation (R is Cumyl) used in thermo-oxidation modeling

    Reaction Rate const Rate constant value Temperature/  C References Constants used

    in calculations

    2RH  ?  O2 ? 2R•?  H2O2   k 1(Denisov)   0.25  9  10

    -8 L2 s-1 mol-2 90 [29, 30] 2  9  10-8 L2 s-1 mol-2

    1.52  9  10-8 L2 s-1 mol-2 120

    2.61  9  10-8 L2 s-1 mol-2 130

    5.66  9  10-8

    L2

    s-1

    mol-2

    140R• ?  O2 ? ROO

    •k 2   1  9  10

    9 L s-1 mol-1 35 [42] 1  9  105 L s-1 mol-1

    1  9  105 L s-1 mol-1 85 [16, 17]

    4  9  105 L s-1 mol-1 65 [11]

    1  9  107 L s-1 mol-1 Any [3, 46]

    ROO• ?  RH ? ROOH  ?  R• k 3   1.0 L s-1 mol-1 65 [11] 1.0 L s-1 mol-1

    1.2 L s-1 mol-1 110 [34]

    1.7 L s-1 mol-1 85 [16]

    1.035 L s-1 mol-1 65 [17]

    0.31 L s-1 mol-1 50 [43]

    0.56 L s-1 mol-1 65 [43]

    0.64 L s-1 mol-1 57 [27]

    ROO• ?  ROO• ? 2RO• ?  O2   k 4   5.4  9  104 L s-1 mol-1 85 [16, 17] 2  9  104 L s-1 mol-1

    12.8  9  104 L s-1 mol-1 50 [43]

    3.3  9  104 L s-1 mol-1 65, 57 [27, 43]

    1.6  9  104 L s-1 mol-1 30 [11]

    1.  9  108 L s-1 mol-1 25–65 [11]

    0.87  9  104 L s-1 mol-1 25 [45]

    3.05  9  104 L s-1 mol-1 65 [45]

    RO• ?  RH ? ROH  ?  R• k 5   [4  9  105 L s-1 mol-1 65 [11] 1.0 L s-1 mol-1

    11 L s-1 mol-1 66 [17]

    0.64 L s-1 mol-1 57 [27]

    ROOH ? RO• ?  HO• k 6   3.5  9  10-6 s-1 100 Computed

    using [33, 44]

    1  9  10-6 s-1

    7.1  9  10-9 s-1 100 Computed using [39]

    1.4 s-1 100 Computed using [41]

    HO• ?  RH ? H2O  ?  R•

    k 7   0.64 L s-1 mol-1 57 [27] 1.0 L s-1 mol-1

    R• ?  R• ? R2   k 8   3.3  9  104 L s-1 mol-1 65, 57 [16, 17, 27, 43] 3.3  9  104 L s-1 mol-1

    RO•?  RO

    •? ROOR   k 9

    R• ?  RO• ? ROR   k 10

    R• ?  ROO• ? ROOR   k 11

    R•?  HO

    •? ROH   k 12

    RO• ?  HO• ? ROOH   k 13

    RO• ?  ROO• ? ROR  ?  O2   k 14

    HO• ?  HO• ? H2O2   k 15

    HO

    ?  ROO

    •?

    ROH  ?  O2   k 16H2O2 ? HO

    •?  HO• k 17   1  9  10

    -12 to 10-19 s-1 25 Computed

    using [47–51]

    1  9  10-12 s-1

    RO•?   ROOH ?

    ROH  ?  ROO•k 18   1.  9  10

    6 L s-1 mol-1 25 [16, 17, 27] 1.  9  106 L s-1 mol-1

    12 L s-1 mol-1 1.0 L s-1 mol-1

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    In simulated thermal oxidation at 30   C, the computed

    cumene disappearance rate increased with initial CHP

    concentration increase, and the computed yield of the

    secondary products increased as well (Fig.  19, top). When

    much faster photo-oxidation initiation was modeled, com-

    puted autocatalytic effect of CHP on the kinetics of cumene

    disappearance was substantially weaker than in the case of 

    thermal oxidation process (Fig. 19, bottom). Indeed, fastinitiation rate and fast cumene radicals formation used in

    photo-oxidation model, lead to very weak influence of 

    secondary radicals forming during CHP degradation on

    cumene disappearance. However, CHP and secondary

    species were sensitive to the change in initial CHP con-

    centration (Fig. 19, bottom). Our experimental data

    showed strong dependence of CHP yield during cumene

    photolysis on the initial CHP concentration (Figs.  14, 15).

    It appears that computed CHP yield was similarly sensitive

    to initial CHP concentration (Fig.  19). Naturally, at long

    reaction times some of the formed CHP would decay, as

    was shown by classic consequent reactions shape of thecomputed data plots (Fig. 19). The secondary products

    formation computed using cumene photo-oxidation model

    showed the CHP catalysis comparable to that computed for

    the thermal process (Fig.  19, top vs. bottom).

    The modeling of formal reaction kinetics depends on the

    choice of the elementary reactions, and the values of the

    corresponding rate constants. Kinetic model is helpful in

    prediction and illustration of the relative yields and relative

    kinetics of reactions, when experimental data are difficult or

    dangerous to obtain, like the data of cumene autoxidation at

    high cumene conversion, or high temperature. It appears that

    theselected kinetic scheme and the rate constants presented in

    Table 3  provided a reasonably comprehensive kinetic model

    and can be used to visualize cumene autoxidation, under both

    thermal and photoinitiation in the absence of initiators or

    catalysts. It appears that   k 18 =  1.0 L s-1 mol-1 or

    k 18  =  12.0 L s-1 mol-1 [27] could be reasonably chosen.

    Use of a higher rate constant of  k 18 =  1  9  106 L s-1 mol-1

    did not lead to physically impossible computational results.

    However, similar rates of CHP and cumene reactions with

    radicals [27] appear more realistic.

    Conclusions

    The initiator and catalyst-free cumene autoxidation under

    thermal and photochemical initiation leading to formation

    of unstable peroxides was monitored and the mechanism of 

    this chain process was numerically modeled.

    Two methods of cumene peroxide concentration moni-

    toring were developed and used. One method was based on

    monitoring, by DSC, the heat of CHP solution oxidation,

    which was proportional to the peroxide concentration

    (Figs. 2,   3). Another technique used capillary gas chro-

    matography (Figs. 4,   5). The GC technique was used to

    detect cumene, CHP and the products of CHP degradation,

    phenol and acetophenone. GC was used for point-by-point

    discrete kinetic monitoring (Figs. 14, 15, 16).

    Kinetics of cumene autoxidation was monitored con-

    tinuously by reaction heat emission rate using high-pres-

    sure DSC and low-pressure photo-DSC.Thermal catalyst-free autoxidation of cumene in the

    absence of initiator or catalyst was found to be insignificant

    at room temperature and 680 psi O2  pressure, and explo-

    sive at temperatures near and above 180   C. Autocatalysis

    of cumene catalyst-free autoxidation by CHP, especially at

    180   C, was confirmed.

    Activation energy of the photo-oxidation of cumene was

    found by photo-DSC method to be   E a  =  22.3 kJ mol-1

    (Figs.  12, 13). The value was consistent with the radical chain

    process, which constituted most of the autoxidation of 

    cumene. Under assumption of pseudo-first order reaction, the

    rate constant of CHP formation upon exposure to2.00 W cm-2 broad-spectrum UV activation was found to

    change from  k CHP & 0.76 s-1 at the early stage of photo-

    oxidation (0–4 h) to  k CHP & 0.2 s-1at the later stages. The

    rate constants under other light intensity could be obtained

    using photoinitiation rate proportionality to the square root of 

    activation light intensity [75]. It was established that the initial

    presence of CHP in cumene does not change the photo-oxi-

    dation kinetics, but shifts the kinetic curve to the earlier times,

    consistent with autocatalysis by the CHP (Figs.  14, 15).

    It was observed that the total heat of photo-oxidation

    reaction dependence on activating light intensity passed

    through a maximum (Fig.  11). The observed behavior was

    attributed to the decreasing contribution of the enthalpy of 

    reactions between the radicals and oxygen as concentration

    of radicals and the radicals reactions rates increased with

    the light intensity increase.

    A formal kinetic model of cumene autoxidation was

    developed and kinetics was computed under various

    assumptions using finite difference method (Table 3;

    Figs. 17–19). The sensitivity of the computations results to

    rate of CHP degradation was found and evaluated. The

    kinetic scheme (Table 3) gave good semi-quantitative

    agreement with the experimentally obtained kinetics of 

    cumene autoxidation.

    Kinetics of thermal and photo-oxidation reactions was

    extensively studied in the past [1–3, 11–57]. However, the

    mechanism and kinetics of these reactions was not con-

    clusively established due to experimental difficulties in

    monitoring intermediate species. This lack of detailed

    experimental information on the hydrocarbons oxidation

    intermediates and kinetics lead, for example, to recent

    attempt to re-evaluate the intermediates in chain oxidation

    of hydrocarbons using molecular modeling [76]. Most of 

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    the earlier work on cumene oxidation kinetics and mech-

    anism was conducted in the presence of catalysts or initi-

    ators, while majority of recent investigations concentrated

    on the second stage of cumene oxidation, i.e., on the

    decomposition kinetics of CHP [41, 77–79]. Therefore, we

    re-visited the initiator and catalyst-free thermal and photo-

    induced cumene autoxidation. Once the reaction was star-

    ted, the radical process occurred as expected with theformation of CHP. The yield of the secondary products of 

    autoxidation, such as phenol and acetophenone, was two

    orders of magnitude lower than that of CHP, significantly

    lower than observed in catalyzed processes [11–51]. Due to

    the renewed interest in the hydrocarbons oxidation mech-

    anism in general [76] and cumene oxidation in particular,

    more experimental work focused on the direct observation

    of transient species is expected.

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