|  | 500 | class PMSM_LQCtrl_dq2: public PMSMCtrl{ | 
                          |  | 501 | public: | 
                          |  | 502 | /* | 
                          |  | 503 | PMSMCtrl: | 
                          |  | 504 | double isa; | 
                          |  | 505 | double isb; | 
                          |  | 506 | double ome; | 
                          |  | 507 | double the; | 
                          |  | 508 | double Ww; | 
                          |  | 509 | */ | 
                          |  | 510 |  | 
                          |  | 511 | //PMSM parameters | 
                          |  | 512 | const double a; | 
                          |  | 513 | const double b; | 
                          |  | 514 | const double c; | 
                          |  | 515 | const double d; | 
                          |  | 516 | const double e; | 
                          |  | 517 |  | 
                          |  | 518 | //input penalty | 
                          |  | 519 | double r; | 
                          |  | 520 |  | 
                          |  | 521 | //time step | 
                          |  | 522 | const double Dt; | 
                          |  | 523 |  | 
                          |  | 524 | //receding horizon | 
                          |  | 525 | int rec_hor; | 
                          |  | 526 |  | 
                          |  | 527 | //system matrices | 
                          |  | 528 | mat A; //5x5 | 
                          |  | 529 | mat B; //5x2 | 
                          |  | 530 | //mat C; //2x5 | 
                          |  | 531 | mat Q; //5x5 | 
                          |  | 532 | mat R; //2x2 | 
                          |  | 533 |  | 
                          |  | 534 | //control matrix | 
                          |  | 535 | mat L; | 
                          |  | 536 | vec uab,udq; | 
                          |  | 537 | vec icond; | 
                          |  | 538 |  | 
                          |  | 539 | //control maximum | 
                          |  | 540 | const double MAXu; | 
                          |  | 541 |  | 
                          |  | 542 | //lqg controler class | 
                          |  | 543 | LQG_universal lq; | 
                          |  | 544 |  | 
                          |  | 545 | //prediction | 
                          |  | 546 | vec p_isd, p_isq, p_ome, p_the; | 
                          |  | 547 |  | 
                          |  | 548 | PMSM_LQCtrl_dq2():PMSMCtrl(), a(0.9898), b(0.0072), c(0.0361), d(1.0), e(0.0149), | 
                          |  | 549 | r(0.005), Dt(0.000125), rec_hor(10),                                    //for r is a default value rewrited by pcp.txt file value | 
                          |  | 550 | A(5, 5), B(5, 2), Q(5, 5), R(2, 2), | 
                          |  | 551 | uab(2), udq(2), icond(6), MAXu(100.0)   { | 
                          |  | 552 | //set fix matrices elements & dimensions | 
                          |  | 553 | A.zeros(); | 
                          |  | 554 | A(0, 0) = A(1, 1) = a; | 
                          |  | 555 | A(2, 1) = e; | 
                          |  | 556 | A(2, 2) = d; | 
                          |  | 557 | A(2, 4) = d - 1; | 
                          |  | 558 | A(3, 2) = A(3, 4) = Dt; | 
                          |  | 559 | A(3, 3) = A(4, 4) = 1.0; | 
                          |  | 560 | B.zeros(); | 
                          |  | 561 | B(0, 0) = B(1, 1) = c; | 
                          |  | 562 | //C.zeros(); | 
                          |  | 563 | //      C(0, 0) = C(1, 1) = 1.0; | 
                          |  | 564 | Q.zeros(); | 
                          |  | 565 | Q(2, 2) = 1.0; | 
                          |  | 566 | R.zeros(); | 
                          |  | 567 |  | 
                          |  | 568 | } | 
                          |  | 569 |  | 
                          |  | 570 |  | 
                          |  | 571 | virtual vec ctrlaction(const itpp::vec& cond) { | 
                          |  | 572 | PMSMCtrl::ctrlaction(cond); // fills isa,isb,ome,the,Ww | 
                          |  | 573 |  | 
                          |  | 574 | int i; | 
                          |  | 575 |  | 
                          |  | 576 | lq.resetTime(); | 
                          |  | 577 | //cout << "OK" << endl; | 
                          |  | 578 | //create prediction | 
                          |  | 579 | p_isd.zeros(); | 
                          |  | 580 | p_isq.zeros(); | 
                          |  | 581 | p_ome.zeros(); | 
                          |  | 582 | p_the.zeros(); | 
                          |  | 583 | p_isd(0) = isa*cos(the) + isb*sin(the);//isa; | 
                          |  | 584 | p_isq(0) = isb*cos(the) - isa*sin(the);//isb; | 
                          |  | 585 | p_ome(0) = ome; | 
                          |  | 586 | p_the(0) = the; | 
                          |  | 587 | //cout << "OKkkk" << endl; | 
                          |  | 588 | for(i = 0; i < rec_hor-1; i++){ | 
                          |  | 589 | /*p_isa(i+1) = a*p_isa(i) + b*p_ome(i)*sin(p_the(i)) + c*0;//uab(0); //use last used control | 
                          |  | 590 | p_isb(i+1) = a*p_isb(i) - b*p_ome(i)*cos(p_the(i)) + c*0;//uab(1); | 
                          |  | 591 | p_ome(i+1) = d*p_ome(i) + e*(p_isb(i)*cos(p_the(i)) - p_isa(i)*sin(p_the(i))); | 
                          |  | 592 | p_the(i+1) = p_the(i) + Dt*p_ome(i);*/ | 
                          |  | 593 | p_isd(i+1) = a*p_isd(i) + p_isq(i)*p_ome(i)*Dt + c*udq(0); | 
                          |  | 594 | //cout << "OKaa" << endl; | 
                          |  | 595 | p_isq(i+1) = -p_isd(i)*p_ome(i)*Dt + a*p_isq(i) - b*p_ome(i) + c*udq(1); | 
                          |  | 596 | p_ome(i+1) = d*p_ome(i) + e*p_isq(i); | 
                          |  | 597 | p_the(i+1) = p_the(i) + Dt*p_ome(i); | 
                          |  | 598 | //cout << "1"; | 
                          |  | 599 | } | 
                          |  | 600 |  | 
                          |  | 601 | //create control matrix | 
                          |  | 602 | for(i = rec_hor; i > 0; i--){ | 
                          |  | 603 | //set variable matrices elements (A matrix only) | 
                          |  | 604 | /*A(0, 2) = b*sin(p_the(i)); | 
                          |  | 605 | A(0, 3) = b*(p_ome(i))*cos(p_the(i)); | 
                          |  | 606 | A(0, 4) = b*sin(p_the(i)); | 
                          |  | 607 | A(1, 2) = -b*cos(p_the(i)); | 
                          |  | 608 | A(1, 3) = b*(p_ome(i))*sin(p_the(i)); | 
                          |  | 609 | A(1, 4) = -b*cos(p_the(i)); | 
                          |  | 610 | A(2, 0) = -e*sin(p_the(i)); | 
                          |  | 611 | A(2, 1) = e*cos(p_the(i)); | 
                          |  | 612 | A(2, 3) = -e*(p_isa(i)*cos(p_the(i)) + p_isb(i)*sin(p_the(i)));*/ | 
                          |  | 613 | A(0, 1) = Dt*p_ome(i); | 
                          |  | 614 | A(0, 2) = Dt*p_isq(i); | 
                          |  | 615 | A(0, 4) = Dt*p_isq(i); | 
                          |  | 616 | A(1, 0) = -Dt*p_ome(i); | 
                          |  | 617 | A(1, 2) = -Dt*p_isd(i); | 
                          |  | 618 | A(1, 4) = -Dt*p_isq(i); | 
                          |  | 619 |  | 
                          |  | 620 | lq.Models(0).A = A; | 
                          |  | 621 | lq.redesign(); | 
                          |  | 622 | } | 
                          |  | 623 | lq.redesign(); | 
                          |  | 624 |  | 
                          |  | 625 | L = lq.getL(); | 
                          |  | 626 | //icond(0) = isa; | 
                          |  | 627 | //icond(1) = isb; | 
                          |  | 628 | icond(0) = isa*cos(the) + isb*sin(the); | 
                          |  | 629 | icond(1) = isb*cos(the) - isa*sin(the); | 
                          |  | 630 | icond(2) = ome - Ww; | 
                          |  | 631 | icond(3) = the; | 
                          |  | 632 | icond(4) = Ww; | 
                          |  | 633 | icond(5) = 1; | 
                          |  | 634 | vec tmp = L*icond; | 
                          |  | 635 |  | 
                          |  | 636 | //uab = tmp(0,1); | 
                          |  | 637 | udq = tmp(0,1); | 
                          |  | 638 |  | 
                          |  | 639 | uab = udq; //set size | 
                          |  | 640 | uab(0) = udq(0)*cos(the) - udq(1)*sin(the); | 
                          |  | 641 | uab(1) = udq(1)*cos(the) + udq(0)*sin(the); | 
                          |  | 642 |  | 
                          |  | 643 | if(uab(0) > MAXu) uab(0) = MAXu; | 
                          |  | 644 | else if(uab(0) < -MAXu) uab(0) = -MAXu; | 
                          |  | 645 | if(uab(1) > MAXu) uab(1) = MAXu; | 
                          |  | 646 | else if(uab(1) < -MAXu) uab(1) = -MAXu; | 
                          |  | 647 |  | 
                          |  | 648 | return uab; | 
                          |  | 649 | }; | 
                          |  | 650 | void from_setting(const Setting &set){ | 
                          |  | 651 | PMSMCtrl::from_setting(set); | 
                          |  | 652 | UI::get(r,set, "r", UI::optional); | 
                          |  | 653 | UI::get(rec_hor,set, "h", UI::optional); | 
                          |  | 654 | } | 
                          |  | 655 |  | 
                          |  | 656 | void validate(){ | 
                          |  | 657 | R(0,0)=R(1,1)=r; | 
                          |  | 658 |  | 
                          |  | 659 | p_isd.set_length(rec_hor+1); | 
                          |  | 660 | p_isq.set_length(rec_hor+1); | 
                          |  | 661 | p_ome.set_length(rec_hor+1); | 
                          |  | 662 | p_the.set_length(rec_hor+1); | 
                          |  | 663 |  | 
                          |  | 664 | Array<quadraticfn> qloss(2); | 
                          |  | 665 | qloss(0).Q.setCh(Q); | 
                          |  | 666 | qloss(0).rv = RV("x", 5, 1); | 
                          |  | 667 | qloss(1).Q.setCh(R); | 
                          |  | 668 | qloss(1).rv = RV("u", 2, 0); | 
                          |  | 669 | lq.Losses = qloss; | 
                          |  | 670 |  | 
                          |  | 671 | //set lq | 
                          |  | 672 | lq.rv = RV("u", 2, 0); | 
                          |  | 673 | lq.set_rvc(RV("x", 5, 0)); | 
                          |  | 674 | lq.horizon = rec_hor; | 
                          |  | 675 |  | 
                          |  | 676 | Array<linfnEx> model(2); | 
                          |  | 677 | model(0).A = A; | 
                          |  | 678 | model(0).B = vec("0 0 0 0 0"); | 
                          |  | 679 | model(0).rv = RV("x", 5, 0); | 
                          |  | 680 | model(0).rv_ret = RV("x", 5, 1); | 
                          |  | 681 | model(1).A = B; | 
                          |  | 682 | model(1).B = vec("0 0"); | 
                          |  | 683 | model(1).rv = RV("u", 2, 0); | 
                          |  | 684 | model(1).rv_ret = RV("x", 5, 1); | 
                          |  | 685 | lq.Models = model; | 
                          |  | 686 |  | 
                          |  | 687 | lq.finalLoss.Q.setCh(Q); | 
                          |  | 688 | lq.finalLoss.rv = RV("x", 5, 1); | 
                          |  | 689 |  | 
                          |  | 690 | lq.validate(); | 
                          |  | 691 |  | 
                          |  | 692 | uab.zeros(); | 
                          |  | 693 | udq.zeros(); | 
                          |  | 694 |  | 
                          |  | 695 | } | 
                          |  | 696 | }; | 
                          |  | 697 | UIREGISTER(PMSM_LQCtrl_dq2); | 
                          |  | 698 |  |