Open Access
Review
Table 1
Reviewing the related literatures for HRC disassembly.
| HRC disassembly optimization methods | Ref. | Research contents | Main concerning research points | |||
|---|---|---|---|---|---|---|
| Expected disassembly time | Profit from disassembly | Operator safety | Energy consumption of disassembly equipment | |||
| A mathematical optimization framework based on standard deviation and profit probability. | Rickli et al. [21] | • Analyze the expected profit of disassembled products. | √ | |||
| • Determined optimal disassembly sequence with GA algorithm. | ||||||
| A disassembly information framework with ontology-based information model. | Zhu et al. [22] | • Develop information models and computational models by using product uncertainty. | √ | |||
| A novel hybrid intelligent algorithm integrating fuzzy simulation and artificial bee colony. | Tian et al. [23] | • Evaluate the uncertainty with fuzzy simulation. | √ | |||
| • Determined the optimal disassembly sequence with ABC algorithm. | ||||||
| A multi-threshold scheme based on interference probability matrix. | Laili et al. [24] | • Established IPM to reflect uncertainty in interference conditions. | √ | √ | ||
| • Multi-threshold sequence planning using IPM. | ||||||
| A novel multi-constraint disassembly line balancing model. | Meng et al. [25] | • Construct MC-RDLB Mathematical Model. | √ | √ | ||
| • Solve MC-RDLB by using NSGA-II algorithm. | ||||||
| A new distributionally robust analysis with a joint constraint. | Liu et al. [26] | • Propose a distributionally robust joint chance-constrained formulation. | √ | |||
| • Propose Two-stage parameter-adjusting heuristic. | ||||||
| A mathematical model of SEDLBP based on spatial interference matrix disassembly. | Zhang et al. [27] | • Constructs mathematical model of SEDLBP based on the disassembly of spatial interference matrix. | √ | √ | ||
| • Solve SEDLBP by using stochastic simulation. | ||||||
| An improved peafowl optimization algorithm. | Liu et al. [28] | • Construct multi-objective mathematical model. | √ | |||
| • Construct IPOA algorithm framework. | ||||||
| Hierarchical analysis methods based on various battery evaluation index. | Xiao et al. [29] | • Analysis technical standards for EV batteries Echelon Utilization. | √ | √ | ||
| • Analyze the EV batteries disassembly planning method. | ||||||
| A novel human–robot collaborative flexible remanufacturing system. | Yin et al. [30] | • Analyze the kinematics of collaboration robot with D-H parameter method. | √ | |||
| • Planning trajectory of collaboration robot with RRT algorithm. | ||||||
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