in low-pressure catalytic (e.g., Ziegler-Natta, metallocenes) solution, slurry and bulk phase reactors. Despite the success of metallocene catalysts the majority of commercial polyolefins are still produced by Ziegler-Natta and Philips chromium catalysts. [1] Continuous slurry-phase polymerization, in the presence of a heterogeneous Ziegler-Natta (Z-N) catalyst, is one of the most commonly employed processes in the production of polyolefins, including high-density polyethylene (HDPE), isotactic polypropylene (IPP) as well as their copolymers with higher olefins. [1][2][3][4][5][6][7][8][9][10] The Z-N slurry-phase olefin polymerization in a series of continuous stirred tank reactors (CSTRs) and loop-reactors continue to dominate the HDPE production, accounting for almost 70% of the total installed capacity. Polymerization in a series of reactors is often employed to control the comonomer incorporation rate and copolymer distribution, which is important for polyolefin grades and applications (e.g., pipes) that require excellent environmental stress crack resistance. The attractive combination of good flowability and improved mechanical properties is achieved by tailoring MWDs and controlling comonomer branching distribution. The slurry-phase HDPE process technology (see Figure 1) employs two or more stirred-tank reactors in series and utilizes a Z-N catalyst system composed of a titanium chloride compound and an alkyl aluminum cocatalyst. The process uses hydrogen as a chain-termination agent to control the molecular weight of the product and a comonomer to control the density of the polyethylene grade. [11] The process operates in a continuous mode using a cascade of two or three autoclave-type vessels. Each reactor can operate under a different hydrogen partial pressure, thereby allowing the control of the molecular weight distribution produced in each reactor of the series. Low molecular-weight polyethylene has a low viscosity and a fast crystallization rate, accounting for high polymer stiffness, whereas high molecular-weight polyolefins exhibit significantly higher toughness, but a much slower crystallization rate and a lower crystallinity together with a high melt viscosity due to extensive polymer chain entanglement. Typical polymerization conditions are: temperatures of 70-90 °C, pressure less than 10 bar and a reactor mean residence time of 45 min.Modeling A comprehensive mathematical model is developed to simulate the dynamic Ziegler-Natta ethylene-α-olefins copolymerization in a series of slurry-phase continuous stirred tank reactors. A generalized multisite kinetic mechanism is considered to describe the molecular and compositional developments (joint molecular weight-copolymer composition distribution) in a series of continuous stirred tank reactors (CSTRs). Dynamic macroscopic mole balances are derived to calculate the dynamic evolution of all species concentrations in three phases (i.e., gas, liquid, and polymer) of the multiphase system. The polymer molecular properties (i.e., molecular weight dist...