From fd21db266d34922573abb1c98983406d0c52c97b Mon Sep 17 00:00:00 2001
From: jinningwang <jinninggm@gmail.com>
Date: Thu, 14 Nov 2024 21:57:53 -0500
Subject: [PATCH] Rerun

---
 examples/demonstration/demo_debug.ipynb | 25 ++++++++++++++++---------
 1 file changed, 16 insertions(+), 9 deletions(-)

diff --git a/examples/demonstration/demo_debug.ipynb b/examples/demonstration/demo_debug.ipynb
index 5e829418..0ca2948a 100644
--- a/examples/demonstration/demo_debug.ipynb
+++ b/examples/demonstration/demo_debug.ipynb
@@ -74,9 +74,9 @@
      "output_type": "stream",
      "text": [
       "Parsing input file \"/Users/jinningwang/work/ams/ams/cases/matpower/case14.m\"...\n",
-      "Input file parsed in 0.0043 seconds.\n",
+      "Input file parsed in 0.0042 seconds.\n",
       "Zero line rates detacted in rate_a, rate_b, rate_c, adjusted to 999.\n",
-      "System set up in 0.0024 seconds.\n"
+      "System set up in 0.0020 seconds.\n"
      ]
     }
    ],
@@ -97,8 +97,8 @@
       "Parsing OModel for <DCOPF>\n",
       "Evaluating OModel for <DCOPF>\n",
       "Finalizing OModel for <DCOPF>\n",
-      "<DCOPF> initialized in 0.0374 seconds.\n",
-      "<DCOPF> solved as optimal in 0.0164 seconds, converged in 11 iterations with CLARABEL.\n"
+      "<DCOPF> initialized in 0.0104 seconds.\n",
+      "<DCOPF> solved as optimal in 0.0084 seconds, converged in 11 iterations with CLARABEL.\n"
      ]
     },
     {
@@ -145,7 +145,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [
     {
@@ -206,7 +206,7 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "DCOPF failed as infeasible in 7 iterations with CLARABEL!\n"
+      "DCOPF failed as infeasible in 9 iterations with CLARABEL!\n"
      ]
     },
     {
@@ -276,8 +276,8 @@
      "text": [
       "Disabled constraints: pglb, pgub\n",
       "Finalizing OModel for <DCOPF>\n",
-      "<DCOPF> initialized in 0.0021 seconds.\n",
-      "<DCOPF> solved as optimal in 0.0062 seconds, converged in 9 iterations with CLARABEL.\n"
+      "<DCOPF> initialized in 0.0012 seconds.\n",
+      "<DCOPF> solved as optimal in 0.0066 seconds, converged in 9 iterations with CLARABEL.\n"
      ]
     },
     {
@@ -315,6 +315,13 @@
     "sp.DCOPF.pg.v"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Since all the inequality constraints are written in the form of $Ax -b \\leq 0$, we can check the violated constraints by finding the those with positive `Constraint.e`."
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": 13,
@@ -323,7 +330,7 @@
     {
      "data": {
       "text/plain": [
-       "array([ 2.01448356,  0.09836206, -0.34094854, -0.34094854, -0.34094854])"
+       "array([ 1.81448356, -0.10163794, -0.54094854, -0.54094854, -0.54094854])"
       ]
      },
      "execution_count": 13,