A binary-real-coded differential evolution for unit commitment problem

HSA based solution to the UC problem

“…Table 1 is compared the costs of 10 units test system with and without initial state and cold/hot startup cost analysis named cases 1-3. Comparing of the results for 10 units test system given in [36] and [37] shows that the scheduling power for 24 h is the same as Table 1 in current paper and the only difference is that at hour 20 of the papers [36,37] the hot start-up cost is used for units 6-8 while considering the start-up data for these unit shows that the mentioned units should be start up as cold units. The results for three cases are indicated in Table 1 and are compared with the other reported results at recent published papers.…”

A computational framework for uncertainty integration in stochastic unit commitment with intermittent renewable energy sources

“…GA [25] 565,825 LR [25] 565,825 IBPSO [43] 563,999 LRPSO [43] 565,870 DBDE [44] 563,977 DE [45] 563,938 ES-EPSO [46] 563,938 ELR [26] 563,977 LRGA [40] 564,800…”

“…To demonstrate the effectiveness of the proposed GA-based solution method, the scheduled UC cost of D1 has been compared with several benchmark results. These benchmark methods include GA [25], LR [25], IBPSO [43], LRPSO [43], DBDE [44], DE [45], ES-EPSO [46], ELR [26] and LRGA [40]. As is clearly shown in Table 5, the comparison indicates that the solution quality of D1 ($563937.687) is among the best one from the relevant literature.…”

Research on Stochastic Optimal Operation Strategy of Active Distribution Network Considering Intermittent Energy

“…We can assume that BESS should return to the initial state after a cycle of operation to support a continuous operation for next time span. The model of energy storage devices when electric vehicles are merged can add an extra constraint shown as (15).…”

“…soc,i = S set soc (15) Apart from former model merging, the uncertainty for the intermittent energy is also considered in this paper described as a solution space for specify scenario. The prediction for intermittent energy is p t ψ,i .…”